|
- AI position:1
- AI card:9c|Td
- -------------- game: 1 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9cTd
- board:
- action_history: 0:f
- total_win: 50
- AI position:0
- AI card:9c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.184752, regret:395.573
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3d|Kc|Js|
- mycard:0, range:0.184847
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.202|0.169189|0.170662|0.128579|0.115814|0.016773|0.0801898|0.116538|
- after update actions regrets:213.202|0.169189|0.170662|0.128579|0.115814|0.016773|0.0801898|0.116538|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.202
- total pot:600
- python rec ai action: check
- community cards:3d|Kc|Js|4c|
- mycard:0, range:0.184158
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|203.939|1.28382|4.60939|4.03704|0.13114|
- mycard range:0.184158
- update strategy
- iter:12000
- after update actions regrets:-68864.8|17223.2|11573.5|8926.84|704.267|-848464|
- after update actions average regrets:0|6516.2|2545.54|814.814|755.819|0|
- AI take action:raise 1500, probability:0.239417, regret:11573.5
- total pot:2700
- python rec ai action: raise 1500
- opp action:call
- total pot:3600
- community cards:3d|Kc|Js|4c|9s|
- mycard:0, range:0.0440901
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:45.5748|161.927|6.19773|0.0846154|0.215385|
- mycard range:0.0440901
- update strategy
- iter:12000
- after update actions regrets:-881.116|1252.24|190.507|-2146.61|-976.475|
- after update actions average regrets:0|9769.81|881.092|0|240.48|
- AI take action:raise 9000, probability:0.0808999, regret:190.507
- total pot:16200
- python rec ai action: raise 9000
- -------------- game: 2 -----------------
- win_money: 5400
- players: Bot, OpenStackTwo
- hand: Jd9c,
- board: 3dKcJs4c9s
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:r1500,1:c/1:r3600,0:r9000,1:f
- total_win: 5450
- AI position:1
- AI card:Qc|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.890501, regret:1903.05
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 3 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QcAd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 5750
- AI position:0
- AI card:6c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7s|5c|3d|
- mycard:0, range:0.782476
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:33.1964|152.558|21.8062|6.43974|0|0|0|0|
- after update actions regrets:33.1964|152.558|21.8062|6.43974|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.716981, regret:152.558
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:7s|5c|3d|2d|
- mycard:0, range:0.557816
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:2.43927|0.312856|80.1586|131.056|0.0330544|
- mycard range:0.557816
- update strategy
- iter:12000
- after update actions regrets:35051.3|-7879.8|19236|-32369.1|-1.90376e+06|
- after update actions average regrets:4266.88|61.9992|6159.14|351.92|0|
- AI take action:raise 800, probability:0.568331, regret:19236
- total pot:1600
- python rec ai action: raise 800
- opp action:call
- total pot:2400
- community cards:7s|5c|3d|2d|8c|
- mycard:0, range:0.316945
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:32.1231|41.9998|136.342|3.51178|0.0235044|
- mycard range:0.316945
- update strategy
- iter:12000
- after update actions regrets:-48180|32835.7|68146|65268.8|67015.9|
- after update actions average regrets:2798.56|4133.96|1913.47|672.971|1257.32|
- AI take action:check, probability:0.259723, regret:-48180
- total pot:2400
- python rec ai action: check
- -------------- game: 4 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: 6cQh, 6s3c
- board: 7s5c3d2d8c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:c/1:c,0:c
- total_win: 4550
- AI position:1
- AI card:Qc|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.573144|16.9281|926.342|509.072|251.658|423.153|11.0755|1.19949|
- after update actions regrets:0.573144|16.9281|926.342|509.072|251.658|423.153|11.0755|1.19949|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.433318, regret:926.342
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8h|9c|7h|
- mycard:1, range:0.43287
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:203.794|7.26607|2.79366|0.0571221|0.0671971|0.0221368|0|0|
- after update actions regrets:203.794|7.26607|2.79366|0.0571221|0.0671971|0.0221368|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.957547, regret:203.794
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:10.7522|203.209|0.0101807|0.00350323|0.0248939|
- after update actions regrets:10.7522|203.209|0.0101807|0.00350323|0.0248939|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.953052, regret:203.209
- total pot:1800
- python rec ai action: call
- community cards:8h|9c|7h|Qs|
- mycard:1, range:0.391439
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:201.021|12.9008|0.0780309|0|0|
- mycard range:0.391439
- update strategy
- iter:12000
- after update actions regrets:1659.63|-5395.49|-13994.3|-38060.4|-75676.4|
- after update actions average regrets:10487.3|133.181|29.8894|0|0|
- AI take action:check, probability:0.984787, regret:1659.63
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:8h|9c|7h|Qs|5c|
- mycard:1, range:0.385446
- before update actions:l|1|2|4|n|
- before update actions regrets:38.2165|154.891|20.678|0.214621|0|
- mycard range:0.385446
- update strategy
- iter:12000
- after update actions regrets:248.329|-171.996|-669.209|-3285.67|-43207.9|
- after update actions average regrets:9997.06|145.183|178.12|0|0|
- AI take action:check, probability:0.968702, regret:248.329
- total pot:1800
- python rec ai action: check
- -------------- game: 5 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: Tc9d, QcQd
- board: 8h9c7hQs5c
- action_history: 0:c,1:r300,0:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 5450
- AI position:0
- AI card:8c|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.704258, regret:1505.92
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|5c|9c|
- mycard:0, range:0.7037
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:52.5103|156.452|4.85599|0.0593199|0.121922|0|0|0|
- after update actions regrets:52.5103|156.452|4.85599|0.0593199|0.121922|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.245283, regret:52.5103
- total pot:400
- python rec ai action: check
- community cards:3h|5c|9c|4d|
- mycard:0, range:0.172671
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.881|0|0.00571429|0.110867|0.0027027|0|
- mycard range:0.172671
- update strategy
- iter:12000
- after update actions regrets:-23747.4|15953.8|6901.76|-35226.1|-61752.2|-773643|
- after update actions average regrets:158.555|8752.39|1188.52|607.638|0|0|
- AI take action:call, probability:0.817562, regret:15953.8
- total pot:1200
- python rec ai action: call
- community cards:3h|5c|9c|4d|5h|
- mycard:0, range:0.141148
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0|194.058|18.9995|0.942558|0|
- mycard range:0.141148
- update strategy
- iter:12000
- after update actions regrets:-298275|3313.97|2056.91|-20109.1|-412093|
- after update actions average regrets:0|6686.34|4054.84|0.236863|0|
- AI take action:raise 600, probability:0.622533, regret:3313.97
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 6 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 6h8c,
- board: 3h5c9c4d5h
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:r600,1:f
- total_win: 6050
- AI position:1
- AI card:Ks|9c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1214.67|10.1387|596.78|203.197|48.2586|66.7262|0.230332|0|
- after update actions regrets:1214.67|10.1387|596.78|203.197|48.2586|66.7262|0.230332|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.568086, regret:1214.67
- total pot:200
- python rec ai action: check
- community cards:6c|6h|8d|
- mycard:1, range:0.567602
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:185.707|23.8746|3.45781|0.730958|0.218292|0.0117832|0|0|
- after update actions regrets:185.707|23.8746|3.45781|0.730958|0.218292|0.0117832|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.876777, regret:185.707
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|6h|8d|Jc|
- mycard:1, range:0.492558
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.931|0.0648377|0.00401129|0|0|
- mycard range:0.492558
- update strategy
- iter:12000
- after update actions regrets:1868.7|2373.37|-779.687|93.3091|-23444.3|
- after update actions average regrets:2793.41|4384.35|1138.09|1843.83|0|
- AI take action:check, probability:0.274956, regret:1868.7
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|6h|8d|Jc|6d|
- mycard:1, range:0.135429
- before update actions:l|1|2|4|n|
- before update actions regrets:208.875|5.11784|0.00691958|0|0|
- mycard range:0.135429
- update strategy
- iter:12000
- after update actions regrets:211.445|-4163.31|-7062.42|-15848.4|-33788.4|
- after update actions average regrets:10250|0|0|0|0|
- AI take action:check, probability:1, regret:211.445
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:284.333|-908.63|-3421.41|-2833.71|-15772.4|
- mycard range:0.135429
- update strategy
- iter:12000
- after update actions regrets:284.333|-595.63|-3237.41|-4100.71|-13767.4|
- after update actions average regrets:19280|1249.38|0|0|0|
- AI take action:fold, probability:0.939156, regret:284.333
- total pot:400
- python rec ai action: fold
- -------------- game: 7 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ks9c
- board: 6c6h8dJc6d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 5950
- AI position:0
- AI card:Kc|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.207671, regret:444.414
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Jh|9h|As|
- mycard:0, range:0.20767
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.141|18.4207|0.109759|0.12308|0.149062|0.0124113|0.022695|0.0212766|
- after update actions regrets:195.141|18.4207|0.109759|0.12308|0.149062|0.0124113|0.022695|0.0212766|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.915493, regret:195.141
- total pot:600
- python rec ai action: check
- community cards:Jh|9h|As|Th|
- mycard:0, range:0.189369
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.610792|200.809|10.506|0.0605269|2.01343|0|
- mycard range:0.189369
- update strategy
- iter:12000
- after update actions regrets:-5333.23|15117.3|1852.96|-2539.48|-27916.8|-492626|
- after update actions average regrets:674.8|8624.65|182.413|1244.19|0|0|
- AI take action:call, probability:0.804178, regret:15117.3
- total pot:1800
- python rec ai action: call
- community cards:Jh|9h|As|Th|2d|
- mycard:0, range:0.152269
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.152269
- update strategy
- iter:12000
- after update actions regrets:229.391|-34690.6|-17123.6|-24658.6|-48902.6|-101927|
- after update actions average regrets:10685|0|0|0|0|0|
- AI take action:fold, probability:1, regret:229.391
- total pot:3600
- python rec ai action: fold
- -------------- game: 8 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: Kc7h,
- board: Jh9hAsTh2d
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:r1800,0:f
- total_win: 5050
- AI position:1
- AI card:Ts|Js
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.65401|1338.78|4.89163|14.7406|757.495|18.593|0.141344|0.0506655|0.652824|
- after update actions regrets:4.65401|1338.78|4.89163|14.7406|757.495|18.593|0.141344|0.0506655|0.652824|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.626698, regret:1338.78
- total pot:600
- python rec ai action: call
- community cards:4d|3h|9d|
- mycard:1, range:0.625598
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:127.009|80.4385|5.03281|1.39132|0.128155|0|0|0|
- after update actions regrets:127.009|80.4385|5.03281|1.39132|0.128155|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.375587, regret:80.4385
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:213.454|0.0088059|0.537265|0|
- after update actions regrets:213.454|0.0088059|0.537265|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:213.454
- total pot:2400
- python rec ai action: fold
- -------------- game: 9 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , JsTs
- board: 4d3h9d
- action_history: 0:r300,1:c/1:r300,0:r1500,1:f
- total_win: 4450
- AI position:0
- AI card:8s|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738541, regret:1579.33
- total pot:300
- python rec ai action: raise 200
- -------------- game: 10 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8sTd,
- board:
- action_history: 0:r200,1:f
- total_win: 4550
- AI position:1
- AI card:Ks|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966324, regret:2066.93
- total pot:400
- python rec ai action: fold
- -------------- game: 11 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2dKs
- board:
- action_history: 0:r300,1:f
- total_win: 4450
- AI position:0
- AI card:2s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.877341, regret:1874.7
- total pot:150
- python rec ai action: fold
- -------------- game: 12 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s9h,
- board:
- action_history: 0:f
- total_win: 4400
- AI position:1
- AI card:Tc|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1457.09|8.9025|461.083|145.747|35.0499|32.1293|0|0|
- after update actions regrets:1457.09|8.9025|461.083|145.747|35.0499|32.1293|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.681478, regret:1457.09
- total pot:200
- python rec ai action: check
- community cards:8s|Kh|2s|
- mycard:1, range:0.680882
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.347|12.6201|0.899452|0.0980405|0.00889985|0|0.00825003|0.018669|
- after update actions regrets:200.347|12.6201|0.899452|0.0980405|0.00889985|0|0.00825003|0.018669|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.347
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|Kh|2s|4c|
- mycard:1, range:0.637442
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:105.552|100.64|7.76469|0.0431828|0|
- mycard range:0.637442
- update strategy
- iter:12000
- after update actions regrets:2224.11|2471.2|2419.33|-1393.4|-111798|
- after update actions average regrets:3394.2|3242.68|3112.12|287.837|0|
- AI take action:raise 200, probability:0.310115, regret:2419.33
- total pot:400
- python rec ai action: raise 200
- opp action:call
- total pot:600
- community cards:8s|Kh|2s|4c|3s|
- mycard:1, range:0.197651
- before update actions:l|1|2|4|n|
- before update actions regrets:103.892|51.8719|58.236|0|0|
- mycard range:0.197651
- update strategy
- iter:12000
- after update actions regrets:-649.495|763.485|-11289.2|-17836.4|-210784|
- after update actions average regrets:3730.39|6440.99|0|0|0|
- AI take action:raise 300, probability:0.633235, regret:763.485
- total pot:900
- python rec ai action: raise 300
- -------------- game: 13 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Tc8h
- board: 8sKh2s4c3s
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:c/1:r300,0:f
- total_win: 4700
- AI position:0
- AI card:Ac|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623772, regret:1333.97
- total pot:300
- python rec ai action: raise 200
- -------------- game: 14 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ac8h,
- board:
- action_history: 0:r200,1:f
- total_win: 4800
- AI position:1
- AI card:7c|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.300608, regret:643.032
- total pot:400
- python rec ai action: fold
- -------------- game: 15 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7cTd
- board:
- action_history: 0:r300,1:f
- total_win: 4700
- AI position:0
- AI card:Ad|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.221235, regret:473.654
- total pot:400
- python rec ai action: raise 300
- -------------- game: 16 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6hAd,
- board:
- action_history: 0:r300,1:f
- total_win: 4800
- AI position:1
- AI card:5d|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 17 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h5d
- board:
- action_history: 0:r300,1:f
- total_win: 4700
- AI position:0
- AI card:4s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.798|1493.54|502.11|7.23212|0.324041|0|0|0|
- after update actions regrets:0|136.798|1493.54|502.11|7.23212|0.324041|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.234799, regret:502.11
- total pot:400
- python rec ai action: raise 300
- -------------- game: 18 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4sKs,
- board:
- action_history: 0:r300,1:f
- total_win: 4800
- AI position:1
- AI card:6s|3d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 19 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3d6s
- board:
- action_history: 0:r300,1:f
- total_win: 4700
- AI position:0
- AI card:Ts|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:800
- python rec ai action: fold
- -------------- game: 20 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6hTs,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 4500
- AI position:1
- AI card:5s|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.52
- total pot:400
- python rec ai action: fold
- -------------- game: 21 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8h5s
- board:
- action_history: 0:r300,1:f
- total_win: 4400
- AI position:0
- AI card:4c|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.152875, regret:327.209
- total pot:400
- python rec ai action: raise 300
- -------------- game: 22 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4cAd,
- board:
- action_history: 0:r300,1:f
- total_win: 4500
- AI position:1
- AI card:2c|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 23 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c7d
- board:
- action_history: 0:r300,1:f
- total_win: 4400
- AI position:0
- AI card:6d|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.744|1390.93|613.163|7.88436|0.282953|0|0|0|
- after update actions regrets:0|127.744|1390.93|613.163|7.88436|0.282953|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.286851, regret:613.163
- total pot:400
- python rec ai action: raise 300
- -------------- game: 24 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6dKd,
- board:
- action_history: 0:r300,1:f
- total_win: 4500
- AI position:1
- AI card:Kd|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966324, regret:2066.93
- total pot:400
- python rec ai action: fold
- -------------- game: 25 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Kd2h
- board:
- action_history: 0:r300,1:f
- total_win: 4400
- AI position:0
- AI card:Ac|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.34394, regret:735.825
- total pot:400
- python rec ai action: raise 300
- -------------- game: 26 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: AhAc,
- board:
- action_history: 0:r300,1:f
- total_win: 4500
- AI position:1
- AI card:Jd|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:725.466|14.5955|811.771|341.278|140.071|106.819|0|0|
- after update actions regrets:725.466|14.5955|811.771|341.278|140.071|106.819|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.339261, regret:725.466
- total pot:200
- python rec ai action: check
- community cards:9s|Tc|Kd|
- mycard:1, range:0.339003
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.747|7.04166|1.3409|0.582138|0.248556|0.016892|0.0103994|0.0120503|
- after update actions regrets:204.747|7.04166|1.3409|0.582138|0.248556|0.016892|0.0103994|0.0120503|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.747
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9s|Tc|Kd|4c|
- mycard:1, range:0.324346
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:50.4637|154.768|1.92501|6.84326|0|
- mycard range:0.324346
- update strategy
- iter:12000
- after update actions regrets:3959.21|3930.51|3849.67|955.587|-105860|
- after update actions average regrets:4078.46|2034.07|2695.31|1357.98|0|
- AI take action:raise 200, probability:0.265152, regret:3849.67
- total pot:400
- python rec ai action: raise 200
- -------------- game: 27 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , KhJd
- board: 9sTcKd4c
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:f
- total_win: 4600
- AI position:0
- AI card:2c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12
- total pot:150
- python rec ai action: fold
- -------------- game: 28 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2c7h,
- board:
- action_history: 0:f
- total_win: 4550
- AI position:1
- AI card:4c|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.78611|1733.2|2.69417|8.59536|362.205|23.5203|0|0|0|
- after update actions regrets:9.78611|1733.2|2.69417|8.59536|362.205|23.5203|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.169396, regret:362.205
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 29 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Kc4c
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 4850
- AI position:0
- AI card:4d|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.275|1633.36|368.785|3.57776|0|0|0|0|
- after update actions regrets:0|134.275|1633.36|368.785|3.57776|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.763798, regret:1633.36
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|6s|9c|
- mycard:0, range:0.763253
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.02588|177.874|22.3545|11.3157|1.43008|0|0|0|
- after update actions regrets:1.02588|177.874|22.3545|11.3157|1.43008|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.834906, regret:177.874
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8h|6s|9c|4c|
- mycard:0, range:0.634406
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.837|0.0258418|0.0334592|0.104143|0|
- mycard range:0.634406
- update strategy
- iter:12000
- after update actions regrets:35086.4|-1334.4|46892.6|11225.7|-645863|
- after update actions average regrets:5821.1|60.2733|2922.24|1758.22|0|
- AI take action:raise 800, probability:0.276678, regret:46892.6
- total pot:1600
- python rec ai action: raise 800
- opp action:call
- total pot:2400
- community cards:8h|6s|9c|4c|6d|
- mycard:0, range:0.175527
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.92|0.0798261|0|0|0|
- mycard range:0.175527
- update strategy
- iter:12000
- after update actions regrets:18437.2|-532346|-343774|-482646|-869467|
- after update actions average regrets:10703|0|0|0|0|
- AI take action:check, probability:1, regret:18437.2
- total pot:2400
- python rec ai action: check
- -------------- game: 30 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: Jd4d, 3c8c
- board: 8h6s9c4c6d
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:c/1:c,0:c
- total_win: 3650
- AI position:1
- AI card:5d|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 31 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h5d
- board:
- action_history: 0:r300,1:f
- total_win: 3550
- AI position:0
- AI card:2s|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.95884, regret:2050.09
- total pot:150
- python rec ai action: fold
- -------------- game: 32 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s4d,
- board:
- action_history: 0:f
- total_win: 3500
- AI position:1
- AI card:Qs|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:938.313|15.4473|740.887|299.8|100.729|44.8232|0|0|
- after update actions regrets:938.313|15.4473|740.887|299.8|100.729|44.8232|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.346442, regret:740.887
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qd|Ac|3h|
- mycard:1, range:0.346209
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:139.397|72.3658|2.0184|0.12683|0.0916072|0|0|0|
- after update actions regrets:139.397|72.3658|2.0184|0.12683|0.0916072|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.652582, regret:139.397
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qd|Ac|3h|Jc|
- mycard:1, range:0.225517
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:56.8489|31.1378|109.266|16.7475|0|
- mycard range:0.225517
- update strategy
- iter:12000
- after update actions regrets:1072.12|2789.41|3747.53|1476.02|-148764|
- after update actions average regrets:3082.49|3159.75|2731.68|1229.69|0|
- AI take action:check, probability:0.302127, regret:1072.12
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qd|Ac|3h|Jc|Kd|
- mycard:1, range:0.0681282
- before update actions:l|1|2|4|n|
- before update actions regrets:213.984|0|0|0.0156889|0|
- mycard range:0.0681282
- update strategy
- iter:12000
- after update actions regrets:941.699|772.715|-182.285|-6238.27|-676837|
- after update actions average regrets:5830.74|2116.39|2239.71|0|0|
- AI take action:check, probability:0.57241, regret:941.699
- total pot:600
- python rec ai action: check
- -------------- game: 33 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 8s7d, QsJd
- board: QdAc3hJcKd
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 3800
- AI position:0
- AI card:2d|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96
- total pot:150
- python rec ai action: fold
- -------------- game: 34 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3h2d,
- board:
- action_history: 0:f
- total_win: 3750
- AI position:1
- AI card:6c|Ac
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.455056, regret:972.255
- total pot:400
- python rec ai action: raise 300
- -------------- game: 35 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Ac6c
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 3850
- AI position:0
- AI card:3c|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.804|1485.58|517.948|6.53544|0.136411|0|0|0|
- after update actions regrets:0|129.804|1485.58|517.948|6.53544|0.136411|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.694899, regret:1485.58
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|6c|4c|
- mycard:0, range:0.694194
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.0370577|168.424|31.3432|13.6266|0.547096|0.0142857|0.00054001|0.00756014|
- after update actions regrets:0.0370577|168.424|31.3432|13.6266|0.547096|0.0142857|0.00054001|0.00756014|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.146226, regret:31.3432
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:9c|6c|4c|Js|
- mycard:0, range:0.101674
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0963528|0.133539|173.291|40.4453|0.0335839|
- mycard range:0.101674
- update strategy
- iter:12000
- after update actions regrets:4788.82|27191.9|61250|-111217|-1.60529e+06|
- after update actions average regrets:2920.61|2173.95|5495.61|131.348|0|
- AI take action:raise 1200, probability:0.512641, regret:61250
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 36 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Jc3c,
- board: 9c6c4cJs
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:r1200,1:f
- total_win: 4450
- AI position:1
- AI card:Ks|7c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.671816, regret:1435.5
- total pot:200
- python rec ai action: check
- community cards:6d|3h|6h|
- mycard:1, range:0.670793
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.736|2.40075|0.546688|0.1984|0.118177|0|0|0|
- after update actions regrets:210.736|2.40075|0.546688|0.1984|0.118177|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.736
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6d|3h|6h|Ts|
- mycard:1, range:0.660562
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.848|0.15208|0|0|0|
- mycard range:0.660562
- update strategy
- iter:12000
- after update actions regrets:1940.99|1609.29|-36.8628|744.137|-20346.9|
- after update actions average regrets:3668.03|3896.28|2392.22|112.753|0|
- AI take action:check, probability:0.364323, regret:1940.99
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6d|3h|6h|Ts|Th|
- mycard:1, range:0.240629
- before update actions:l|1|2|4|n|
- before update actions regrets:1.34218|212.658|0|0|0|
- mycard range:0.240629
- update strategy
- iter:12000
- after update actions regrets:751.116|610.432|-4664.72|-7832.72|-189979|
- after update actions average regrets:4646.08|5549.82|173.515|0|0|
- AI take action:check, probability:0.44811, regret:751.116
- total pot:200
- python rec ai action: check
- -------------- game: 37 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: As4h, 7cKs
- board: 6d3h6hTsTh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 4350
- AI position:0
- AI card:4c|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.00327256, regret:7.5034
- total pot:600
- python rec ai action: raise 500
- -------------- game: 38 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4d4c,
- board:
- action_history: 0:r500,1:f
- total_win: 4450
- AI position:1
- AI card:5c|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.52714|1743.59|4.61315|10.5869|373.119|0.867418|0|0.0750034|0.621033|
- after update actions regrets:6.52714|1743.59|4.61315|10.5869|373.119|0.867418|0|0.0750034|0.621033|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.816011, regret:1743.59
- total pot:600
- python rec ai action: call
- community cards:Kc|8h|Jc|
- mycard:1, range:0.814762
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.09|7.40834|0.328036|0.0712529|0.0902287|0.0124734|0|0|
- after update actions regrets:206.09|7.40834|0.328036|0.0712529|0.0902287|0.0124734|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.967136, regret:206.09
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kc|8h|Jc|8s|
- mycard:1, range:0.784645
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.434|1.51966|0.0462227|0|0|
- mycard range:0.784645
- update strategy
- iter:12000
- after update actions regrets:7917.92|-20031|-72644.5|-128155|-1.80563e+06|
- after update actions average regrets:10586|13.2116|0|0|0|
- AI take action:check, probability:0.998773, regret:7917.92
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kc|8h|Jc|8s|4h|
- mycard:1, range:0.783667
- before update actions:l|1|2|4|n|
- before update actions regrets:0.634744|213.162|0.203232|0|0|
- mycard range:0.783667
- update strategy
- iter:12000
- after update actions regrets:-10059.4|1083.15|-36955.8|-63643|-612573|
- after update actions average regrets:0|10302|0|0|0|
- AI take action:raise 300, probability:1, regret:1083.15
- total pot:900
- python rec ai action: raise 300
- -------------- game: 39 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: AhTc, 5c5d
- board: Kc8hJc8s4h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 5050
- AI position:0
- AI card:8c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238184, regret:509.996
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:1827.22|312.782|0|0|
- after update actions regrets:1827.22|312.782|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.854137, regret:1827.22
- total pot:1200
- python rec ai action: fold
- -------------- game: 40 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 8c6d,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 4750
- AI position:1
- AI card:Qs|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1085.81|1054.19|0|0|0|0|0|0|0|
- after update actions regrets:1085.81|1054.19|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.507246, regret:1085.81
- total pot:400
- python rec ai action: fold
- -------------- game: 41 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qs6d
- board:
- action_history: 0:r300,1:f
- total_win: 4650
- AI position:0
- AI card:Tc|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.22087, regret:472.958
- total pot:400
- python rec ai action: raise 300
- -------------- game: 42 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Tc5h,
- board:
- action_history: 0:r300,1:f
- total_win: 4750
- AI position:1
- AI card:Qd|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 2700, probability:0.0631727, regret:135.052
- total pot:3000
- python rec ai action: raise 2700
- -------------- game: 43 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QdAh
- board:
- action_history: 0:r300,1:r2700,0:f
- total_win: 5050
- AI position:0
- AI card:2h|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.596819, regret:1276.41
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kc|Td|7h|
- mycard:0, range:0.596451
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:114.691|90.6153|8.15168|0.203554|0.337961|0|0|0|
- after update actions regrets:114.691|90.6153|8.15168|0.203554|0.337961|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.537736, regret:114.691
- total pot:400
- python rec ai action: check
- community cards:Kc|Td|7h|9c|
- mycard:0, range:0.319663
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:176.631|4.50447|19.8252|13.0388|0|
- mycard range:0.319663
- update strategy
- iter:12000
- after update actions regrets:21542.4|-19305.8|-35757.4|-51093.2|-2.29771e+06|
- after update actions average regrets:9209.21|694.118|74.7967|583.649|0|
- AI take action:check, probability:0.872064, regret:21542.4
- total pot:400
- python rec ai action: check
- community cards:Kc|Td|7h|9c|9h|
- mycard:0, range:0.278726
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.409537|88.5223|123.69|1.37845|0|
- mycard range:0.278726
- update strategy
- iter:12000
- after update actions regrets:-88966.3|-3859.24|4234.49|10288.6|-1.1133e+06|
- after update actions average regrets:0|2289.43|4092.62|4166.63|0|
- AI take action:raise 800, probability:0.394994, regret:10288.6
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 44 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6h2h,
- board: KcTd7h9c9h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 5250
- AI position:1
- AI card:4s|5h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.667759, regret:1427.92
- total pot:200
- python rec ai action: check
- community cards:6c|Kc|Jc|
- mycard:1, range:0.667251
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.882|0.00871563|0|0|0|0.0976727|0.0121101|0|
- after update actions regrets:213.882|0.00871563|0|0|0|0.0976727|0.0121101|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.882
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|Kc|Jc|9c|
- mycard:1, range:0.666882
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.666882
- update strategy
- iter:12000
- after update actions regrets:216.43|-2889.57|-2601.57|-6172.57|-101554|
- after update actions average regrets:10747|0|0|0|0|
- AI take action:check, probability:1, regret:216.43
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|Kc|Jc|9c|Th|
- mycard:1, range:0.666882
- before update actions:l|1|2|4|n|
- before update actions regrets:212.165|1.82909|0.00595151|0|0|
- mycard range:0.666882
- update strategy
- iter:12000
- after update actions regrets:55.6411|254.305|540.482|439.476|-18868.5|
- after update actions average regrets:3579.81|3124.59|1609.69|2240.7|0|
- AI take action:check, probability:0.339177, regret:55.6411
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:210.767|-8564.85|-493.671|-723.644|-7832.1|
- mycard range:0.666882
- update strategy
- iter:12000
- after update actions regrets:210.767|-19429.9|-694.671|-1008.64|-10758.1|
- after update actions average regrets:20593.5|0|77.6359|0|0|
- AI take action:fold, probability:0.996275, regret:210.767
- total pot:400
- python rec ai action: fold
- -------------- game: 45 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4s5h
- board: 6cKcJc9cTh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 5150
- AI position:0
- AI card:6c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Td|8s|9c|
- mycard:0, range:0.782476
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:172.131|1.44097|21.8345|18.3406|0.25292|0|0|0|
- after update actions regrets:172.131|1.44097|21.8345|18.3406|0.25292|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.811321, regret:172.131
- total pot:400
- python rec ai action: check
- community cards:Td|8s|9c|Kd|
- mycard:0, range:0.629385
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.928|0.0723077|0|0|0|
- mycard range:0.629385
- update strategy
- iter:12000
- after update actions regrets:10719.7|9794.84|-3304.24|-87836.2|-3.11345e+06|
- after update actions average regrets:5147.67|5480.93|238.961|0|0|
- AI take action:raise 200, probability:0.504372, regret:9794.84
- total pot:600
- python rec ai action: raise 200
- -------------- game: 46 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Qh6c,
- board: Td8s9cKd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 5350
- AI position:1
- AI card:Kd|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966324, regret:2066.93
- total pot:400
- python rec ai action: fold
- -------------- game: 47 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Kd2h
- board:
- action_history: 0:r300,1:f
- total_win: 5250
- AI position:0
- AI card:4c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.161758, regret:346.43
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:1918.35|0|221.648|0|
- after update actions regrets:1918.35|0|221.648|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.896681, regret:1918.35
- total pot:1200
- python rec ai action: fold
- -------------- game: 48 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 4cKh,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 4950
- AI position:1
- AI card:Tc|3d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2107.18|0.234111|8.68753|0|0|23.599|0.298766|0|
- after update actions regrets:2107.18|0.234111|8.68753|0|0|23.599|0.298766|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.9855, regret:2107.18
- total pot:200
- python rec ai action: check
- community cards:Ks|5c|4h|
- mycard:1, range:0.984664
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.788|0.18732|0.00621376|0.0181932|0|0|0|0|
- after update actions regrets:213.788|0.18732|0.00621376|0.0181932|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.788
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.841|0.058601|0|0.100535|0|
- after update actions regrets:213.841|0.058601|0|0.100535|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.841
- total pot:400
- python rec ai action: fold
- -------------- game: 49 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3dTc
- board: Ks5c4h
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 4850
- AI position:0
- AI card:2d|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.898|1392.91|594.667|14.8035|0.719761|0|0|0|
- after update actions regrets:0|136.898|1392.91|594.667|14.8035|0.719761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.651685, regret:1392.91
- total pot:300
- python rec ai action: raise 200
- -------------- game: 50 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4d2d,
- board:
- action_history: 0:r200,1:f
- total_win: 4950
- AI position:1
- AI card:2h|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:60.9424|1959.95|0.100775|1.48939|102.989|14.5235|0|0|0|
- after update actions regrets:60.9424|1959.95|0.100775|1.48939|102.989|14.5235|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.917135, regret:1959.95
- total pot:600
- python rec ai action: call
- community cards:Qd|Ad|Kd|
- mycard:1, range:0.915867
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.862|36.8284|1.91028|1.3268|0|0.0158397|0.0282443|0.0282443|
- after update actions regrets:173.862|36.8284|1.91028|1.3268|0|0.0158397|0.0282443|0.0282443|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.819905, regret:173.862
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.774|0.0553398|0.171098|0|0|
- after update actions regrets:213.774|0.0553398|0.171098|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.774
- total pot:1200
- python rec ai action: fold
- -------------- game: 51 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 2hJh
- board: QdAdKd
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 4650
- AI position:0
- AI card:Ks|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|40.1247|1472.92|607.681|18.4439|0.830493|0|0|0|
- after update actions regrets:0|40.1247|1472.92|607.681|18.4439|0.830493|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.92
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|9s|7s|
- mycard:0, range:0.68828
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:27.5601|104.612|77.3272|4.18415|0.241246|0.0088904|0.013082|0.0535766|
- after update actions regrets:27.5601|104.612|77.3272|4.18415|0.241246|0.0088904|0.013082|0.0535766|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.363208, regret:77.3272
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:Qd|9s|7s|3c|
- mycard:0, range:0.248705
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0428494|19.4203|187.598|6.90543|0.0335196|
- mycard range:0.248705
- update strategy
- iter:12000
- after update actions regrets:-53894.7|48579.7|56333.9|-6575.83|-2.36399e+06|
- after update actions average regrets:0|2086.58|3314.87|5427.49|0|
- AI take action:raise 1200, probability:0.306087, regret:56333.9
- total pot:2400
- python rec ai action: raise 1200
- opp action:call
- total pot:3600
- community cards:Qd|9s|7s|3c|4h|
- mycard:0, range:0.0761316
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:206.261|6.72452|0.868128|0.146377|0|
- mycard range:0.0761316
- update strategy
- iter:12000
- after update actions regrets:-524978|17888.9|54869|-814373|-411247|
- after update actions average regrets:113.807|3503.45|7210.63|0|0|
- AI take action:raise 1800, probability:0.323573, regret:17888.9
- total pot:5400
- python rec ai action: raise 1800
- -------------- game: 52 -----------------
- win_money: 3600
- players: Bot, OpenStackTwo
- hand: KsKc, TcQs
- board: Qd9s7s3c4h
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:r1200,1:c/1:c,0:r1800,1:c
- total_win: 8250
- AI position:1
- AI card:3d|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2134.57|0.934932|2.12649|0.123077|0|1.64703|0.59568|0|
- after update actions regrets:2134.57|0.934932|2.12649|0.123077|0|1.64703|0.59568|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.998596, regret:2134.57
- total pot:200
- python rec ai action: check
- community cards:Qd|7d|Ac|
- mycard:1, range:0.997464
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.351|8.52777|0.914317|0.206808|0|0|0|0|
- after update actions regrets:204.351|8.52777|0.914317|0.206808|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.351
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qd|7d|Ac|9d|
- mycard:1, range:0.95249
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.691|0.970484|0.338858|0|0|
- mycard range:0.95249
- update strategy
- iter:12000
- after update actions regrets:2023.6|405.881|150.249|-1708.09|-174687|
- after update actions average regrets:5348.82|1924.01|2872|13.5529|0|
- AI take action:check, probability:0.526533, regret:2023.6
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qd|7d|Ac|9d|6d|
- mycard:1, range:0.501526
- before update actions:l|1|2|4|n|
- before update actions regrets:120.981|92.5385|0.480457|0|0|
- mycard range:0.501526
- update strategy
- iter:12000
- after update actions regrets:1040.21|2509.77|335.713|-13620.8|-58114.8|
- after update actions average regrets:2634.45|3802.48|3852.21|0|0|
- AI take action:check, probability:0.256026, regret:1040.21
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:-366.081|250.43|-1430.05|-865.233|-8603.23|
- mycard range:0.501526
- update strategy
- iter:12000
- after update actions regrets:-1136.08|250.43|-2663.05|-2322.23|-10391.2|
- after update actions average regrets:0|21006|0|0|0|
- AI take action:call, probability:1, regret:250.43
- total pot:600
- python rec ai action: call
- -------------- game: 53 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 4c5s, Jh3d
- board: Qd7dAc9d6d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 8550
- AI position:0
- AI card:5c|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0762395, regret:163.432
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1176.81|911.734|2.51766|48.9383|0|
- after update actions regrets:1176.81|911.734|2.51766|48.9383|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.550304, regret:1176.81
- total pot:400
- python rec ai action: fold
- -------------- game: 54 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: 5c8h,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 8450
- AI position:1
- AI card:6s|8h
- -------------- game: 55 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8h6s
- board:
- action_history: 0:f
- total_win: 8500
- AI position:0
- AI card:9s|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|Th|2d|
- mycard:0, range:0.746393
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:110.392|101.231|2.37752|0|0|0|0|0|
- after update actions regrets:110.392|101.231|2.37752|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.474178, regret:101.231
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:7c|Th|2d|8c|
- mycard:0, range:0.353075
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.786|0.127302|0|0.0869637|0|
- mycard range:0.353075
- update strategy
- iter:12000
- after update actions regrets:56552.1|-674.539|31423.3|-49670.6|-1.52269e+06|
- after update actions average regrets:5187.71|2514.68|2695.31|413.043|0|
- AI take action:check, probability:0.479878, regret:56552.1
- total pot:800
- python rec ai action: check
- community cards:7c|Th|2d|8c|3c|
- mycard:0, range:0.169429
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.169429
- update strategy
- iter:12000
- after update actions regrets:214|-543474|-57450|-79089|-75437|-128265|
- after update actions average regrets:10896|0|0|0|0|0|
- AI take action:fold, probability:1, regret:214
- total pot:1600
- python rec ai action: fold
- -------------- game: 56 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 9sQh,
- board: 7cTh2d8c3c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:f
- total_win: 8100
- AI position:1
- AI card:Kc|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.921816, regret:1969.98
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 57 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KcAd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 8400
- AI position:0
- AI card:2s|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.513336, regret:1097.39
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kd|4h|8h|
- mycard:0, range:0.512798
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:19.1802|120.61|61.6524|11.7978|0.72914|0.0307055|0|0|
- after update actions regrets:19.1802|120.61|61.6524|11.7978|0.72914|0.0307055|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.2891, regret:61.6524
- total pot:800
- python rec ai action: raise 400
- -------------- game: 58 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2sJh,
- board: Kd4h8h
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 8600
- AI position:1
- AI card:Jd|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.863828, regret:1846.96
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:2h|7s|5d|
- mycard:1, range:0.863064
- before update actions:l|1|2|4|8|n|
- before update actions regrets:9.2327|154.252|49.9228|0.149279|0.425594|0.0172984|
- after update actions regrets:9.2327|154.252|49.9228|0.149279|0.425594|0.0172984|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 3000, probability:0.231132, regret:49.9228
- total pot:6000
- python rec ai action: raise 3000
- opp action:call
- total pot:9000
- community cards:2h|7s|5d|7c|
- mycard:1, range:0.201339
- turn subgame infoset node:165632
- before update actions:l|1|2|n|
- before update actions regrets:3.37982|119.154|91.4664|0|
- mycard range:0.201339
- update strategy
- iter:12000
- after update actions regrets:85170.4|9654.22|31634.5|-255378|
- after update actions average regrets:6577.41|3194.68|878.347|0|
- AI take action:raise 9000, probability:0.0824491, regret:31634.5
- total pot:18000
- python rec ai action: raise 9000
- -------------- game: 59 -----------------
- win_money: 4500
- players: OpenStackTwo, Bot
- hand: , JdJh
- board: 2h7s5d7c
- action_history: 0:r300,1:r1500,0:c/1:r3000,0:c/1:r9000,0:f
- total_win: 13100
- AI position:0
- AI card:2s|7s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|174.397|1276.01|672.003|17.149|0.441632|0|0|0|
- after update actions regrets:0|174.397|1276.01|672.003|17.149|0.441632|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0813464, regret:174.397
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:8h|Tc|Kc|
- mycard:0, range:0.0814937
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:184.131|5.09513|20.1109|0.913379|3.07244|0.235398|0.441738|0|
- after update actions regrets:184.131|5.09513|20.1109|0.913379|3.07244|0.235398|0.441738|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.867925, regret:184.131
- total pot:200
- python rec ai action: check
- community cards:8h|Tc|Kc|9h|
- mycard:0, range:0.0701193
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:162.446|46.1779|5.1654|0.210634|0|
- mycard range:0.0701193
- update strategy
- iter:12000
- after update actions regrets:2822.33|4024.06|8932.05|-9929.91|-997172|
- after update actions average regrets:2241.62|1827.28|6469|458.894|0|
- AI take action:raise 200, probability:0.588358, regret:8932.05
- total pot:400
- python rec ai action: raise 200
- -------------- game: 60 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 2s7s,
- board: 8hTcKc9h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 13200
- AI position:1
- AI card:3s|8c
- -------------- game: 61 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8c3s
- board:
- action_history: 0:f
- total_win: 13250
- AI position:0
- AI card:Ad|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.55
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7h|8c|4s|
- mycard:0, range:0.57549
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.773|2.06331|0.0691669|0.031567|0.0630155|0|0|0|
- after update actions regrets:211.773|2.06331|0.0691669|0.031567|0.0630155|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.773
- total pot:400
- python rec ai action: check
- community cards:7h|8c|4s|Ts|
- mycard:0, range:0.569501
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.736|0.0654271|0.19845|0|0|
- mycard range:0.569501
- update strategy
- iter:12000
- after update actions regrets:18194.4|-43888.3|-90667.2|-125109|-3.33074e+06|
- after update actions average regrets:9400.4|964.994|260.905|0|0|
- AI take action:check, probability:0.884789, regret:18194.4
- total pot:400
- python rec ai action: check
- community cards:7h|8c|4s|Ts|8s|
- mycard:0, range:0.503801
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:153.076|59.1|0|1.82371|0|0|
- mycard range:0.503801
- update strategy
- iter:12000
- after update actions regrets:4962.55|-6092.42|-14173.5|-6765.7|-25648.5|-652157|
- after update actions average regrets:10047.5|732.942|0|0|0|0|
- AI take action:fold, probability:0.93209, regret:4962.55
- total pot:800
- python rec ai action: fold
- -------------- game: 62 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: QhAd,
- board: 7h8c4sTs8s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 13050
- AI position:1
- AI card:4c|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.972391, regret:2078.27
- total pot:200
- python rec ai action: check
- community cards:8c|3s|2d|
- mycard:1, range:0.971155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:128.28|75.5382|10.0121|0.155646|0.0139214|0|0|0|
- after update actions regrets:128.28|75.5382|10.0121|0.155646|0.0139214|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.600939, regret:128.28
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:209.234|0.21029|1.69854|2.8571|0|
- after update actions regrets:209.234|0.21029|1.69854|2.8571|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.985849, regret:209.234
- total pot:400
- python rec ai action: fold
- -------------- game: 63 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qd4c
- board: 8c3s2d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 12950
- AI position:0
- AI card:Js|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.655285, regret:1401.67
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|Ks|Qs|
- mycard:0, range:0.654985
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.452052|190.264|22.0729|0.862588|0.348744|0|0|0|
- after update actions regrets:0.452052|190.264|22.0729|0.862588|0.348744|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.896226, regret:190.264
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:2d|Ks|Qs|7c|
- mycard:0, range:0.582336
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:20.6625|192.859|0.447694|0.0303725|0|
- mycard range:0.582336
- update strategy
- iter:12000
- after update actions regrets:15222.7|-115151|-221727|-242631|-1.65655e+06|
- after update actions average regrets:10788.7|49.418|0|0|0|
- AI take action:check, probability:0.995478, regret:15222.7
- total pot:800
- python rec ai action: check
- community cards:2d|Ks|Qs|7c|Th|
- mycard:0, range:0.579681
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:170.394|43.3397|0.266119|0|0|
- mycard range:0.579681
- update strategy
- iter:12000
- after update actions regrets:26106.5|-5025.57|7800.36|-57664.9|-1.07237e+06|
- after update actions average regrets:9509.55|798.873|588.507|0|0|
- AI take action:check, probability:0.872786, regret:26106.5
- total pot:800
- python rec ai action: check
- -------------- game: 64 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: JsJd, Qc3s
- board: 2dKsQs7cTh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 12550
- AI position:1
- AI card:5s|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1890.89|5.72026|219.984|20.7474|0.307344|2.3547|0|0|
- after update actions regrets:1890.89|5.72026|219.984|20.7474|0.307344|2.3547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.884831, regret:1890.89
- total pot:200
- python rec ai action: check
- community cards:4d|3d|Th|
- mycard:1, range:0.883592
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201|8.76398|3.21097|0.770469|0.195119|0.0594672|0|0|
- after update actions regrets:201|8.76398|3.21097|0.770469|0.195119|0.0594672|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.947867, regret:201
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4d|3d|Th|6h|
- mycard:1, range:0.829916
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.258|0.336228|0.289807|0.115951|0|
- mycard range:0.829916
- update strategy
- iter:12000
- after update actions regrets:766.784|1924.86|195.816|-2850.36|-160605|
- after update actions average regrets:2920.35|6185.74|1111.45|15.4095|0|
- AI take action:check, probability:0.285407, regret:766.784
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1204.74|-1456.74|-1450.74|-2852.35|-33826.8|
- mycard range:0.829916
- update strategy
- iter:12000
- after update actions regrets:1204.74|-2610.74|-491.736|-878.354|-48884.8|
- after update actions average regrets:20713.7|28.9374|107.143|0|0|
- AI take action:fold, probability:0.993525, regret:1204.74
- total pot:400
- python rec ai action: fold
- -------------- game: 65 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5sJh
- board: 4d3dTh6h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 12450
- AI position:0
- AI card:2s|3s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|138.877|1301.51|683.196|15.7961|0.624003|0|0|0|
- after update actions regrets:0|138.877|1301.51|683.196|15.7961|0.624003|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.608797, regret:1301.51
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5c|Th|Kh|
- mycard:0, range:0.608181
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.126|0.394201|0.307693|0.172348|0|0|0|0|
- after update actions regrets:213.126|0.394201|0.307693|0.172348|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.126
- total pot:400
- python rec ai action: check
- community cards:5c|Th|Kh|4c|
- mycard:0, range:0.605696
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:212.211|0.818904|0.970199|0|0|
- mycard range:0.605696
- update strategy
- iter:12000
- after update actions regrets:4596.68|3507.02|27713.2|27554.2|-2.34552e+06|
- after update actions average regrets:3219.28|1749.74|4567.51|1463.46|0|
- AI take action:raise 400, probability:0.415257, regret:27713.2
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:5c|Th|Kh|4c|9s|
- mycard:0, range:0.251502
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:135.539|7.00344|39.2404|32.2167|0|
- mycard range:0.251502
- update strategy
- iter:12000
- after update actions regrets:-17532.3|21166.4|24126.6|-139776|-1.51876e+06|
- after update actions average regrets:233.849|5202.15|5210.64|346.821|6.33996|
- AI take action:raise 600, probability:0.473038, regret:21166.4
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 66 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 2s3s,
- board: 5cThKh4c9s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:c/1:c,0:r600,1:f
- total_win: 13050
- AI position:1
- AI card:6s|Qd
- -------------- game: 67 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 6sQd
- board:
- action_history: 0:f
- total_win: 13100
- AI position:0
- AI card:Tc|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.214586, regret:459.055
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:1200
- python rec ai action: fold
- -------------- game: 68 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 2dTc,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 12800
- AI position:1
- AI card:Jc|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 69 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3hJc
- board:
- action_history: 0:r300,1:f
- total_win: 12700
- AI position:0
- AI card:4c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.23|0|3.77305|0|
- after update actions regrets:2136.23|0|3.77305|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.23
- total pot:800
- python rec ai action: fold
- -------------- game: 70 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4cQh,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 12500
- AI position:1
- AI card:9s|As
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:334.633|15.1683|1075.43|515.559|149.512|49.6491|0.0445882|0|
- after update actions regrets:334.633|15.1683|1075.43|515.559|149.512|49.6491|0.0445882|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.156294, regret:334.633
- total pot:200
- python rec ai action: check
- community cards:8d|7d|5c|
- mycard:1, range:0.156371
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.943|0.894659|0.0965462|0.0422812|0.0239929|0|0|0|
- after update actions regrets:212.943|0.894659|0.0965462|0.0422812|0.0239929|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.943
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8d|7d|5c|Qs|
- mycard:1, range:0.155598
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.92|1.07011|0.0101252|0|0|
- mycard range:0.155598
- update strategy
- iter:12000
- after update actions regrets:1807.72|581.869|1619.81|-1228.2|-98918.5|
- after update actions average regrets:5166.72|1422.24|3341.59|433.719|0|
- AI take action:raise 100, probability:0.137232, regret:581.869
- total pot:300
- python rec ai action: raise 100
- -------------- game: 71 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9sAs
- board: 8d7d5cQs
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 12600
- AI position:0
- AI card:3d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.733988, regret:1570.19
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1885.25|250.423|4.32279|0|
- after update actions regrets:1885.25|250.423|4.32279|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.881253, regret:1885.25
- total pot:800
- python rec ai action: fold
- -------------- game: 72 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3dKh,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 12400
- AI position:1
- AI card:Jc|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1890.89|5.72026|219.984|20.7474|0.307344|2.3547|0|0|
- after update actions regrets:1890.89|5.72026|219.984|20.7474|0.307344|2.3547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.884831, regret:1890.89
- total pot:200
- python rec ai action: check
- community cards:Qd|2d|3h|
- mycard:1, range:0.883592
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.573|2.01974|0.380465|0.0267185|0|0|0|0|
- after update actions regrets:211.573|2.01974|0.380465|0.0267185|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.573
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qd|2d|3h|7h|
- mycard:1, range:0.873571
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:4.5251|207.416|2.05875|0|0|
- mycard range:0.873571
- update strategy
- iter:12000
- after update actions regrets:811.505|-1650.6|-2418.96|-4332.02|-118940|
- after update actions average regrets:10316.7|9.51499|0|0|0|
- AI take action:check, probability:0.999128, regret:811.505
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qd|2d|3h|7h|Jh|
- mycard:1, range:0.872766
- before update actions:l|1|2|4|n|
- before update actions regrets:54.6416|1.20816|157.832|0.318323|0|
- mycard range:0.872766
- update strategy
- iter:12000
- after update actions regrets:128.388|478.955|114.579|-5869.93|-83438.3|
- after update actions average regrets:1779.83|7230.77|1212.85|0|0|
- AI take action:raise 100, probability:0.707367, regret:478.955
- total pot:300
- python rec ai action: raise 100
- -------------- game: 73 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: Qc4c, 5dJc
- board: Qd2d3h7hJh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:c
- total_win: 12200
- AI position:0
- AI card:5h|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|128.935|1654.79|346.021|10.0141|0.239442|0|0|0|
- after update actions regrets:0|128.935|1654.79|346.021|10.0141|0.239442|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.161833, regret:346.021
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Td|Qh|2h|
- mycard:0, range:0.161692
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.739|7.18312|23.069|3.00531|0.0037694|0|0|0|
- after update actions regrets:180.739|7.18312|23.069|3.00531|0.0037694|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.84507, regret:180.739
- total pot:600
- python rec ai action: check
- community cards:Td|Qh|2h|Jc|
- mycard:0, range:0.136561
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.393|0.475172|0.0956198|0.0358719|0|
- mycard range:0.136561
- update strategy
- iter:12000
- after update actions regrets:4634.84|22816.9|39958.5|-61957.5|-1.03929e+06|
- after update actions average regrets:2742.97|2635.49|4552.57|659.996|0|
- AI take action:raise 600, probability:0.429921, regret:39958.5
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Td|Qh|2h|Jc|Ks|
- mycard:0, range:0.058701
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.058701
- update strategy
- iter:12000
- after update actions regrets:1337.89|-46073.1|-51246.1|-99622.1|-194594|-310227|
- after update actions average regrets:10786|0|0|0|0|0|
- AI take action:fold, probability:1, regret:1337.89
- total pot:3600
- python rec ai action: fold
- -------------- game: 74 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 8h5h,
- board: TdQh2hJcKs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:r1800,0:f
- total_win: 11300
- AI position:1
- AI card:5s|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 75 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5s9c
- board:
- action_history: 0:r300,1:f
- total_win: 11200
- AI position:0
- AI card:Qd|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1731.84|408.159|0|
- after update actions regrets:0|1731.84|408.159|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.809257, regret:1731.84
- total pot:1200
- python rec ai action: call
- community cards:8d|Ac|7d|
- mycard:0, range:0.498307
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:213.917|0.0609865|0.0217584|0|0|0|0|
- after update actions regrets:213.917|0.0609865|0.0217584|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.917
- total pot:1200
- python rec ai action: check
- community cards:8d|Ac|7d|7h|
- mycard:0, range:0.498114
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.979|0.0211881|0|0|0|
- mycard range:0.498114
- update strategy
- iter:12000
- after update actions regrets:223.075|-757.882|-934.904|-965.904|-22871.9|
- after update actions average regrets:10619.2|73.9731|0|0|0|
- AI take action:check, probability:0.993172, regret:223.075
- total pot:1200
- python rec ai action: check
- community cards:8d|Ac|7d|7h|5h|
- mycard:0, range:0.494668
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.494668
- update strategy
- iter:12000
- after update actions regrets:214.005|-684.995|-1621|-2328|-9951|
- after update actions average regrets:10637|0|0|0|0|
- AI take action:check, probability:1, regret:214.005
- total pot:1200
- python rec ai action: check
- -------------- game: 76 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: KhQd, Kc8c
- board: 8dAc7d7h5h
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 10600
- AI position:1
- AI card:7h|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:13.2246|1544.01|2.37366|8.3375|548.722|23.3351|0|0|0|
- after update actions regrets:13.2246|1544.01|2.37366|8.3375|548.722|23.3351|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.72217, regret:1544.01
- total pot:600
- python rec ai action: call
- community cards:Qh|4d|2h|
- mycard:1, range:0.721499
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:186.612|25.5606|1.66924|0.0693585|0.0363767|0|0.0426731|0.0101215|
- after update actions regrets:186.612|25.5606|1.66924|0.0693585|0.0363767|0|0.0426731|0.0101215|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.877358, regret:186.612
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:32.0594|181.766|0.0830328|0.0693435|0.0222194|
- after update actions regrets:32.0594|181.766|0.0830328|0.0693435|0.0222194|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.849765, regret:181.766
- total pot:1800
- python rec ai action: call
- community cards:Qh|4d|2h|9s|
- mycard:1, range:0.534391
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:208.359|5.50341|0.047023|0.0904732|0|
- mycard range:0.534391
- update strategy
- iter:12000
- after update actions regrets:7066.66|-14078.2|-23480.6|-111933|-415842|
- after update actions average regrets:10270.9|130.905|0|0|0|
- AI take action:check, probability:0.9875, regret:7066.66
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Qh|4d|2h|9s|3d|
- mycard:1, range:0.527666
- before update actions:l|1|2|4|n|
- before update actions regrets:182.214|31.1232|0.629294|0.0332235|0|
- mycard range:0.527666
- update strategy
- iter:12000
- after update actions regrets:1263.56|-1846.53|-8270.02|-23754.6|-155213|
- after update actions average regrets:10237|0|0|0|0|
- AI take action:check, probability:1, regret:1263.56
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:397.319|1403.61|-4531.94|-9531.86|-33203.5|
- mycard range:0.527666
- update strategy
- iter:12000
- after update actions regrets:1120.84|1896.14|-3532.42|-15101.3|-60490.9|
- after update actions average regrets:4880.57|15524.2|3.26757|0|0|
- AI take action:call, probability:0.760719, regret:1896.14
- total pot:5400
- python rec ai action: call
- -------------- game: 77 -----------------
- win_money: -2700
- players: OpenStackTwo, Bot
- hand: QdAh, 7h9h
- board: Qh4d2h9s3d
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:r1800,1:c
- total_win: 7900
- AI position:0
- AI card:Td|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238073, regret:509.982
- total pot:400
- python rec ai action: raise 300
- -------------- game: 78 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6hTd,
- board:
- action_history: 0:r300,1:f
- total_win: 8000
- AI position:1
- AI card:Ac|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.652316, regret:1394.65
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:4s|3h|9c|
- mycard:1, range:0.651707
- before update actions:l|1|2|4|8|n|
- before update actions regrets:135.579|36.2531|18.6416|22.94|0.140376|0.445413|
- after update actions regrets:135.579|36.2531|18.6416|22.94|0.140376|0.445413|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.63981, regret:135.579
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:4s|3h|9c|6d|
- mycard:1, range:0.412888
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:212.007|1.51752|0.461456|0.0139659|0|
- mycard range:0.412888
- update strategy
- iter:12000
- after update actions regrets:31654.1|-192947|-400008|-514503|-1.36769e+06|
- after update actions average regrets:9944.29|139.725|201.265|16.217|0|
- AI take action:check, probability:0.965437, regret:31654.1
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:4s|3h|9c|6d|Qh|
- mycard:1, range:0.398571
- before update actions:l|1|2|4|n|
- before update actions regrets:207.458|6.5416|0|0|0|
- mycard range:0.398571
- update strategy
- iter:12000
- after update actions regrets:3945.41|-182787|-313291|-346219|-751314|
- after update actions average regrets:10296|0|0|0|0|
- AI take action:check, probability:1, regret:3945.41
- total pot:3000
- python rec ai action: check
- -------------- game: 79 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: Ah8h, AcJd
- board: 4s3h9c6dQh
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 9500
- AI position:0
- AI card:3d|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.233|1465.66|526.992|13.6282|0.483902|0|0|0|
- after update actions regrets:0|133.233|1465.66|526.992|13.6282|0.483902|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.246139, regret:526.992
- total pot:400
- python rec ai action: raise 300
- -------------- game: 80 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5d3d,
- board:
- action_history: 0:r300,1:f
- total_win: 9600
- AI position:1
- AI card:3s|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 81 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s5d
- board:
- action_history: 0:r300,1:f
- total_win: 9500
- AI position:0
- AI card:5s|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688026, regret:1471.44
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2h|7d|7s|
- mycard:0, range:0.68759
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:5.22648|178.013|9.54579|21.2152|0|0|0|0|
- after update actions regrets:5.22648|178.013|9.54579|21.2152|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.835681, regret:178.013
- total pot:600
- python rec ai action: raise 200
- -------------- game: 82 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5s6h,
- board: 2h7d7s
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 9700
- AI position:1
- AI card:3s|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 83 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7d3s
- board:
- action_history: 0:r300,1:f
- total_win: 9600
- AI position:0
- AI card:6c|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.172043, regret:368.244
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2131.53|0.261124|8.20725|0|
- after update actions regrets:2131.53|0.261124|8.20725|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.99626, regret:2131.53
- total pot:1200
- python rec ai action: fold
- -------------- game: 84 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 6cQd,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 9300
- AI position:1
- AI card:Js|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 85 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Js3h
- board:
- action_history: 0:r300,1:f
- total_win: 9200
- AI position:0
- AI card:Qd|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|36.6779|1420.59|659.11|22.5972|1.02738|0|0|0|
- after update actions regrets:0|36.6779|1420.59|659.11|22.5972|1.02738|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.664172, regret:1420.59
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|7s|Ah|
- mycard:0, range:0.663826
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.169|7.5812|0.143186|0.0148285|0.0410369|0|0.0503756|0|
- after update actions regrets:206.169|7.5812|0.143186|0.0148285|0.0410369|0|0.0503756|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.967136, regret:206.169
- total pot:400
- python rec ai action: check
- community cards:7c|7s|Ah|5d|
- mycard:0, range:0.639535
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0684567|213.414|0.517157|0|0|0|
- mycard range:0.639535
- update strategy
- iter:12000
- after update actions regrets:-662329|12824.4|-217038|-346373|-383150|-3.93657e+06|
- after update actions average regrets:0|10754|0|0|0|0|
- AI take action:call, probability:1, regret:12824.4
- total pot:1200
- python rec ai action: call
- community cards:7c|7s|Ah|5d|Jh|
- mycard:0, range:0.639535
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:187.009|26.9398|0|0.0513179|0|
- mycard range:0.639535
- update strategy
- iter:12000
- after update actions regrets:-11762.4|-8860.36|9859.7|-43444.2|-1.20846e+06|
- after update actions average regrets:1989.83|331.372|8413.58|0|0|
- AI take action:raise 1200, probability:0.783844, regret:9859.7
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 86 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: QdQh,
- board: 7c7sAh5dJh
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:r1200,1:f
- total_win: 9800
- AI position:1
- AI card:3s|4c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0992045, regret:212.943
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qh|4s|Qs|
- mycard:1, range:0.099506
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.329|8.15753|24.2195|1.29372|0|0|0|0|
- after update actions regrets:180.329|8.15753|24.2195|1.29372|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.84507, regret:180.329
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qh|4s|Qs|Qd|
- mycard:1, range:0.0838497
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:2.15201|183.94|27.8989|0.00882716|0|
- mycard range:0.0838497
- update strategy
- iter:12000
- after update actions regrets:-3030.33|480.121|2919.08|-5587.81|-189978|
- after update actions average regrets:23.0578|2136.77|8354.98|84.1435|0|
- AI take action:raise 600, probability:0.788336, regret:2919.08
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 87 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 4c3s
- board: Qh4sQsQd
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r600,0:f
- total_win: 10100
- AI position:0
- AI card:4h|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.213283, regret:456.49
- total pot:400
- python rec ai action: raise 300
- -------------- game: 88 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8h4h,
- board:
- action_history: 0:r300,1:f
- total_win: 10200
- AI position:1
- AI card:4c|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.972391, regret:2078.27
- total pot:200
- python rec ai action: check
- community cards:9c|Td|3s|
- mycard:1, range:0.971155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.736|41.7755|0.488237|0|0|0|0|0|
- after update actions regrets:171.736|41.7755|0.488237|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.806604, regret:171.736
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9c|Td|3s|2c|
- mycard:1, range:0.779357
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:34.6106|172.989|3.68952|2.71056|0|
- mycard range:0.779357
- update strategy
- iter:12000
- after update actions regrets:685.584|-2680.04|-4082.34|-7385.32|-244638|
- after update actions average regrets:10458|0|0|0|0|
- AI take action:check, probability:1, regret:685.584
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9c|Td|3s|2c|Ah|
- mycard:1, range:0.779357
- before update actions:l|1|2|4|n|
- before update actions regrets:213.73|0.269854|0|0|0|
- mycard range:0.779357
- update strategy
- iter:12000
- after update actions regrets:239.31|-1696.15|-1557.42|-3196.42|-19131.4|
- after update actions average regrets:10241.5|0|2.596|0|0|
- AI take action:check, probability:0.999805, regret:239.31
- total pot:200
- python rec ai action: check
- -------------- game: 89 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: Kh5d, Qd4c
- board: 9cTd3s2cAh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 10100
- AI position:0
- AI card:6s|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5s|5d|8d|
- mycard:0, range:0.770323
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:149.746|57.481|3.74359|2.94631|0.0139123|0.0695087|0|0|
- after update actions regrets:149.746|57.481|3.74359|2.94631|0.0139123|0.0695087|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.706161, regret:149.746
- total pot:400
- python rec ai action: check
- community cards:5s|5d|8d|Ad|
- mycard:0, range:0.53903
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.886|0|0|0.113654|0|
- mycard range:0.53903
- update strategy
- iter:12000
- after update actions regrets:4290.38|-59887.5|-206439|-230895|-4.02645e+06|
- after update actions average regrets:10069.2|913.233|0|0|0|
- AI take action:check, probability:0.916864, regret:4290.38
- total pot:400
- python rec ai action: check
- community cards:5s|5d|8d|Ad|2d|
- mycard:0, range:0.494208
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:199.868|0.14497|13.9873|0|0|0|
- mycard range:0.494208
- update strategy
- iter:12000
- after update actions regrets:3276.33|-6647.39|-9753.55|-24114.5|-28764.5|-448207|
- after update actions average regrets:10939|0|0|0|0|0|
- AI take action:fold, probability:1, regret:3276.33
- total pot:800
- python rec ai action: fold
- -------------- game: 90 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kc6s,
- board: 5s5d8dAd2d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 9900
- AI position:1
- AI card:Ks|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.250819, regret:536.667
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3h|8d|3c|
- mycard:1, range:0.250779
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:108.007|105.126|0.573232|0.185829|0.0157289|0.035075|0.0171191|0.039979|
- after update actions regrets:108.007|105.126|0.573232|0.185829|0.0157289|0.035075|0.0171191|0.039979|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.507042, regret:108.007
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:4.55364|208.43|0.732646|0.192796|0.0906819|
- after update actions regrets:4.55364|208.43|0.732646|0.192796|0.0906819|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.981132, regret:208.43
- total pot:1800
- python rec ai action: call
- community cards:3h|8d|3c|Kd|
- mycard:1, range:0.123275
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.174|0.812902|0.00322096|0.0103326|0|
- mycard range:0.123275
- update strategy
- iter:12000
- after update actions regrets:724.819|-5658.54|-30122.4|-46392.3|-120525|
- after update actions average regrets:10619.5|45.939|0|0|0|
- AI take action:check, probability:0.99578, regret:724.819
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:-12161|357.056|-2189.09|-3919.02|-19407|
- mycard range:0.123275
- update strategy
- iter:12000
- after update actions regrets:-22923|357.056|-2663.09|-6910.02|-35346|
- after update actions average regrets:0|21536|0|0|0|
- AI take action:call, probability:1, regret:357.056
- total pot:5400
- python rec ai action: call
- community cards:3h|8d|3c|Kd|8c|
- mycard:1, range:0.122744
- before update actions:l|1|2|4|n|
- before update actions regrets:207.784|5.59022|0.439975|0.0821262|0.103639|
- mycard range:0.122744
- update strategy
- iter:12000
- after update actions regrets:844.567|-7127.63|-5831.78|-305.135|-1629.11|
- after update actions average regrets:7696.37|0|0|1807.81|1007.15|
- AI take action:raise 10800, probability:0.171931, regret:-305.135
- total pot:16200
- python rec ai action: raise 10800
- -------------- game: 91 -----------------
- win_money: 2700
- players: OpenStackTwo, Bot
- hand: , Ks8h
- board: 3h8d3cKd8c
- action_history: 0:c,1:r300,0:c/1:c,0:r600,1:c/1:c,0:r1800,1:c/1:r10800,0:f
- total_win: 12600
- AI position:0
- AI card:5d|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.248831, regret:532.184
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kh|9d|Ks|
- mycard:0, range:0.248684
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.109|18.3746|0.254682|0.0914143|0.0870277|0|0|0.0828629|
- after update actions regrets:195.109|18.3746|0.254682|0.0914143|0.0870277|0|0|0.0828629|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.915493, regret:195.109
- total pot:600
- python rec ai action: check
- community cards:Kh|9d|Ks|5s|
- mycard:0, range:0.226732
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:212.367|0.798454|0.520681|0.277643|0.0365851|
- mycard range:0.226732
- update strategy
- iter:12000
- after update actions regrets:7816.85|12572.3|2369.01|-36077.2|-1.9519e+06|
- after update actions average regrets:920.024|9365.83|529.9|0|0|
- AI take action:raise 300, probability:0.866007, regret:12572.3
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kh|9d|Ks|5s|Qc|
- mycard:0, range:0.196337
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:212.101|1.22501|0.441318|0.232455|0|
- mycard range:0.196337
- update strategy
- iter:12000
- after update actions regrets:7562.34|-2290.54|-52182.3|-174902|-1.39901e+06|
- after update actions average regrets:9043.75|1498.08|103.315|0|0|
- AI take action:raise 600, probability:0.140737, regret:-2290.54
- total pot:1800
- python rec ai action: raise 600
- opp action:raise 3000
- total pot:4800
- before update actions:d|l|2|n|
- before update actions regrets:14622.8|4248.59|-15311.3|-18957.3|
- mycard range:0.196337
- update strategy
- iter:12000
- after update actions regrets:14622.8|4248.59|-15311.3|-18957.3|
- after update actions average regrets:2575.97|1241.39|765.935|213.461|
- AI take action:raise 10200, probability:0.159574, regret:-15311.3
- total pot:14400
- python rec ai action: raise 10200
- -------------- game: 92 -----------------
- win_money: 3600
- players: Bot, OpenStackTwo
- hand: 5d9h,
- board: Kh9dKs5sQc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:c/1:c,0:r600,1:r3000,0:r10200,1:f
- total_win: 16200
- AI position:1
- AI card:Ks|Tc
- -------------- game: 93 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , TcKs
- board:
- action_history: 0:f
- total_win: 16250
- AI position:0
- AI card:8s|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.750234, regret:1604.38
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Td|Kc|Ac|
- mycard:0, range:0.749708
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:198.759|6.35397|2.8291|5.67025|0.387886|0|0|0|
- after update actions regrets:198.759|6.35397|2.8291|5.67025|0.387886|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.938389, regret:198.759
- total pot:400
- python rec ai action: check
- community cards:Td|Kc|Ac|8d|
- mycard:0, range:0.696313
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:186.984|26.9498|0.0210762|0.0449686|0|
- mycard range:0.696313
- update strategy
- iter:12000
- after update actions regrets:11556.6|-77593.4|-192692|-194802|-3.03088e+06|
- after update actions average regrets:10922|0|0|0|0|
- AI take action:check, probability:1, regret:11556.6
- total pot:400
- python rec ai action: check
- community cards:Td|Kc|Ac|8d|5s|
- mycard:0, range:0.696313
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:212.791|1.09861|0.0657654|0.0445566|0|
- mycard range:0.696313
- update strategy
- iter:12000
- after update actions regrets:2633.88|-44998.8|-66836.8|-138453|-3.26019e+06|
- after update actions average regrets:10498.3|385.705|0|0|0|
- AI take action:check, probability:0.964624, regret:2633.88
- total pot:400
- python rec ai action: check
- -------------- game: 94 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8s7c, 5h7d
- board: TdKcAc8d5s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 16450
- AI position:1
- AI card:7d|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1449.92|8.85072|469.027|136.338|46.4861|28.8862|0.492077|0|
- after update actions regrets:1449.92|8.85072|469.027|136.338|46.4861|28.8862|0.492077|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.0636704, regret:136.338
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:2s|Th|6h|
- mycard:1, range:0.0637092
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:205.409|8.05818|0.532383|0|0|0|0|
- after update actions regrets:205.409|8.05818|0.532383|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.962441, regret:205.409
- total pot:1000
- python rec ai action: check
- opp action:raise 1000
- total pot:2000
- before update actions:d|l|1|2|n|
- before update actions regrets:212.667|0.599771|0.0782773|0.655263|0|
- after update actions regrets:212.667|0.599771|0.0782773|0.655263|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:212.667
- total pot:2000
- python rec ai action: fold
- -------------- game: 95 -----------------
- win_money: -500
- players: OpenStackTwo, Bot
- hand: , 7d8h
- board: 2sTh6h
- action_history: 0:c,1:r500,0:c/1:c,0:r1000,1:f
- total_win: 15950
- AI position:0
- AI card:4s|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.257838, regret:551.995
- total pot:400
- python rec ai action: raise 300
- -------------- game: 96 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7d4s,
- board:
- action_history: 0:r300,1:f
- total_win: 16050
- AI position:1
- AI card:8d|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.627047, regret:1340.57
- total pot:600
- python rec ai action: call
- community cards:4s|Kh|8c|
- mycard:1, range:0.626433
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.147|43.1734|2.93774|0.0491758|0.148387|0.0520534|0.38599|0.105974|
- after update actions regrets:167.147|43.1734|2.93774|0.0491758|0.148387|0.0520534|0.38599|0.105974|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.787736, regret:167.147
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4s|Kh|8c|Jd|
- mycard:1, range:0.489283
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:203.619|9.88381|0.320593|0.176555|0|
- mycard range:0.489283
- update strategy
- iter:12000
- after update actions regrets:13186.2|726.501|-47955.1|-81726.5|-932715|
- after update actions average regrets:9388.1|848.977|0|0|0|
- AI take action:check, probability:0.917155, regret:13186.2
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4s|Kh|8c|Jd|6d|
- mycard:1, range:0.448706
- before update actions:l|1|2|4|n|
- before update actions regrets:2.50228|211.458|0.0399337|0|0|
- mycard range:0.448706
- update strategy
- iter:12000
- after update actions regrets:-13473.5|5936.46|-56759|-85256|-953568|
- after update actions average regrets:0|10074|0|0|0|
- AI take action:raise 300, probability:1, regret:5936.46
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:6463.28|1063.92|-9224.72|-97666.2|
- mycard range:0.448706
- update strategy
- iter:12000
- after update actions regrets:5407.54|5670.19|-7891.46|-170276|
- after update actions average regrets:11586.6|8121.67|467.151|2.49781|
- AI take action:fold, probability:0.574247, regret:5407.54
- total pot:2400
- python rec ai action: fold
- -------------- game: 97 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , 8d9d
- board: 4sKh8cJd6d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:r1500,1:f
- total_win: 15450
- AI position:0
- AI card:8h|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637044, regret:1362.07
- total pot:300
- python rec ai action: raise 200
- -------------- game: 98 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8hKh,
- board:
- action_history: 0:r200,1:f
- total_win: 15550
- AI position:1
- AI card:8c|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.34628, regret:740.389
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 99 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9c8c
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 15850
- AI position:0
- AI card:5d|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|As|2h|
- mycard:0, range:0.690958
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:110.768|90.8146|2.03446|10.3834|0|0|0|0|
- after update actions regrets:110.768|90.8146|2.03446|10.3834|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.424528, regret:90.8146
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:9d|As|2h|Ah|
- mycard:0, range:0.29322
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:1.57958|2.61963|209.179|0.621332|0|
- mycard range:0.29322
- update strategy
- iter:12000
- after update actions regrets:-17822.4|24779.7|31282.2|-94629.3|-2.29931e+06|
- after update actions average regrets:2975.35|5975.77|1725.74|82.8823|0|
- AI take action:raise 400, probability:0.555452, regret:24779.7
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:9d|As|2h|Ah|8s|
- mycard:0, range:0.162849
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.7|0.2875|0.0125|0|0|
- mycard range:0.162849
- update strategy
- iter:12000
- after update actions regrets:5016.01|-831807|-957906|-608094|-2.05784e+06|
- after update actions average regrets:10824|0|0|0|0|
- AI take action:check, probability:1, regret:5016.01
- total pot:1600
- python rec ai action: check
- -------------- game: 100 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: 8h5d, JsAd
- board: 9dAs2hAh8s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 15050
- AI position:1
- AI card:7s|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.663079, regret:1417.19
- total pot:600
- python rec ai action: call
- community cards:Qs|8d|5c|
- mycard:1, range:0.662237
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:109.517|89.3292|12.6617|2.27191|0.125751|0.00356789|0.0908821|0|
- after update actions regrets:109.517|89.3292|12.6617|2.27191|0.125751|0.00356789|0.0908821|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.419811, regret:89.3292
- total pot:900
- python rec ai action: raise 300
- -------------- game: 101 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6c7s
- board: Qs8d5c
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 15350
- AI position:0
- AI card:3s|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17
- total pot:150
- python rec ai action: fold
- -------------- game: 102 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7c3s,
- board:
- action_history: 0:f
- total_win: 15300
- AI position:1
- AI card:7c|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 103 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7c4h
- board:
- action_history: 0:r300,1:f
- total_win: 15200
- AI position:0
- AI card:3c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17
- total pot:150
- python rec ai action: fold
- -------------- game: 104 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3c7h,
- board:
- action_history: 0:f
- total_win: 15150
- AI position:1
- AI card:4c|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 105 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4cTd
- board:
- action_history: 0:r300,1:f
- total_win: 15050
- AI position:0
- AI card:As|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.747777, regret:1598.06
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|3s|8c|
- mycard:0, range:0.746758
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:181.556|23.4025|7.99812|0|1.04326|0|0|0|
- after update actions regrets:181.556|23.4025|7.99812|0|1.04326|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.853774, regret:181.556
- total pot:400
- python rec ai action: check
- community cards:Jh|3s|8c|4c|
- mycard:0, range:0.633544
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.633544
- update strategy
- iter:12000
- after update actions regrets:23214.7|-17997.3|-32556.6|-32791.6|-2.49798e+06|
- after update actions average regrets:8473.98|343.199|883.099|1021.22|0|
- AI take action:raise 400, probability:0.0823694, regret:-32556.6
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:Jh|3s|8c|4c|Ts|
- mycard:0, range:0.0521832
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:211.13|0|2.70846|0.0612326|0.1|
- mycard range:0.0521832
- update strategy
- iter:12000
- after update actions regrets:332.733|-35270.4|-89855.7|-150251|-904547|
- after update actions average regrets:10813|0|0|0|0|
- AI take action:check, probability:1, regret:332.733
- total pot:1200
- python rec ai action: check
- -------------- game: 106 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2cAs, 4dQc
- board: Jh3s8c4cTs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 14450
- AI position:1
- AI card:2s|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 107 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8d2s
- board:
- action_history: 0:r300,1:f
- total_win: 14350
- AI position:0
- AI card:3s|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17
- total pot:150
- python rec ai action: fold
- -------------- game: 108 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3s7h,
- board:
- action_history: 0:f
- total_win: 14300
- AI position:1
- AI card:Ks|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805893, regret:1723.03
- total pot:600
- python rec ai action: call
- community cards:3h|Qh|2c|
- mycard:1, range:0.805155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:130.571|70.6832|12.5629|0.119763|0.0307149|0|0.0104927|0.02146|
- after update actions regrets:130.571|70.6832|12.5629|0.119763|0.0307149|0|0.0104927|0.02146|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.330189, regret:70.6832
- total pot:900
- python rec ai action: raise 300
- -------------- game: 109 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ks6d
- board: 3hQh2c
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 14600
- AI position:0
- AI card:3s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.293402, regret:627.708
- total pot:400
- python rec ai action: raise 300
- -------------- game: 110 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3s5d,
- board:
- action_history: 0:r300,1:f
- total_win: 14700
- AI position:1
- AI card:Ks|7c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.257491, regret:550.399
- total pot:400
- python rec ai action: raise 300
- -------------- game: 111 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 7cKs
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 14800
- AI position:0
- AI card:6h|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.692|1406.07|577.256|10.4302|0.549312|0|0|0|
- after update actions regrets:0|145.692|1406.07|577.256|10.4302|0.549312|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0678204, regret:145.692
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Ks|5s|4s|
- mycard:0, range:0.0680804
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.482|0.689407|1.68853|0.0862027|0.0536278|0|0|0|
- after update actions regrets:211.482|0.689407|1.68853|0.0862027|0.0536278|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.482
- total pot:200
- python rec ai action: check
- community cards:Ks|5s|4s|Kh|
- mycard:0, range:0.0672795
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:186.608|2.1411|25.2414|0.00998838|0|
- mycard range:0.0672795
- update strategy
- iter:12000
- after update actions regrets:3942.97|5551.51|10981.6|-6618.62|-3.62707e+06|
- after update actions average regrets:3253.97|1988.24|5301.63|0|0|
- AI take action:raise 100, probability:0.188579, regret:5551.51
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Ks|5s|4s|Kh|2d|
- mycard:0, range:0.0126868
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.412279|15.0769|198.108|0.402566|0|
- mycard range:0.0126868
- update strategy
- iter:12000
- after update actions regrets:-116957|-29390.2|-19823.2|2005.1|-709527|
- after update actions average regrets:0|0|4.03239|10757.2|0|
- AI take action:raise 800, probability:1, regret:2005.1
- total pot:1200
- python rec ai action: raise 800
- opp action:allin
- total pot:21000
- before update actions:d|l|
- before update actions regrets:214|-367324|
- mycard range:0.0126868
- update strategy
- iter:12000
- after update actions regrets:214|-472749|
- after update actions average regrets:21488|0|
- AI take action:fold, probability:1, regret:214
- total pot:21000
- python rec ai action: fold
- -------------- game: 112 -----------------
- win_money: -1000
- players: Bot, OpenStackTwo
- hand: 7h6h,
- board: Ks5s4sKh2d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r100,1:c/1:c,0:r800,1:r19800,0:f
- total_win: 13800
- AI position:1
- AI card:2h|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1897.21|241.99|0|0|0.803798|0|0|0|0|
- after update actions regrets:1897.21|241.99|0|0|0.803798|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.887278, regret:1897.21
- total pot:400
- python rec ai action: fold
- -------------- game: 113 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4h2h
- board:
- action_history: 0:r300,1:f
- total_win: 13700
- AI position:0
- AI card:Kd|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.679607, regret:1453.56
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2066.08|58.377|15.5385|0|
- after update actions regrets:2066.08|58.377|15.5385|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.965872, regret:2066.08
- total pot:800
- python rec ai action: fold
- -------------- game: 114 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kd2h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 13500
- AI position:1
- AI card:2s|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.822264, regret:1758.86
- total pot:600
- python rec ai action: call
- community cards:7d|2h|Tc|
- mycard:1, range:0.821898
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.165|1.268|0.256643|0.135334|0.0940684|0.00916705|0.0293009|0.0422676|
- after update actions regrets:212.165|1.268|0.256643|0.135334|0.0940684|0.00916705|0.0293009|0.0422676|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.165
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|2h|Tc|6c|
- mycard:1, range:0.814851
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.792|1.85471|0.275355|0.032937|0.0447212|
- mycard range:0.814851
- update strategy
- iter:12000
- after update actions regrets:12737.8|7978.89|-21985.7|-48489.9|-1.18818e+06|
- after update actions average regrets:5678.54|4099.1|636.974|70.4381|0|
- AI take action:check, probability:0.541639, regret:12737.8
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|2h|Tc|6c|Qc|
- mycard:1, range:0.441311
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0.00345912|0.0604298|0.0361111|0|
- mycard range:0.441311
- update strategy
- iter:12000
- after update actions regrets:4248.91|-54681|-87693.9|-217196|-712177|
- after update actions average regrets:10742|0|0|0|0|
- AI take action:check, probability:1, regret:4248.91
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-6636.35|2264.66|-9350.15|-15600.3|-201722|
- mycard range:0.441311
- update strategy
- iter:12000
- after update actions regrets:-10084.3|2264.66|-33332.2|-45984.3|-405660|
- after update actions average regrets:1152.86|20021.2|5.1954|0|0|
- AI take action:call, probability:0.945368, regret:2264.66
- total pot:1800
- python rec ai action: call
- -------------- game: 115 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: Js5d, 2sAd
- board: 7d2hTc6cQc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 14400
- AI position:0
- AI card:2h|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|141.251|1381.02|608.336|8.87154|0.521493|0|0|0|
- after update actions regrets:0|141.251|1381.02|608.336|8.87154|0.521493|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.645931, regret:1381.02
- total pot:300
- python rec ai action: raise 200
- -------------- game: 116 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 2hJh,
- board:
- action_history: 0:r200,1:f
- total_win: 14500
- AI position:1
- AI card:Ad|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.168382, regret:360.222
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 117 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , AhAd
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 14600
- AI position:0
- AI card:4s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.339878, regret:727.009
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7c|5h|Kd|
- mycard:0, range:0.339724
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.763|45.509|0|0.581444|0.0159963|0|0.0484673|0.0821221|
- after update actions regrets:167.763|45.509|0|0.581444|0.0159963|0|0.0484673|0.0821221|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.787736, regret:167.763
- total pot:600
- python rec ai action: check
- community cards:7c|5h|Kd|Js|
- mycard:0, range:0.266323
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0.1|0|0|0|
- mycard range:0.266323
- update strategy
- iter:12000
- after update actions regrets:3107.96|-185798|-285220|-255732|-2.57697e+06|
- after update actions average regrets:10951|0|0|0|0|
- AI take action:check, probability:1, regret:3107.96
- total pot:600
- python rec ai action: check
- community cards:7c|5h|Kd|Js|Ac|
- mycard:0, range:0.266323
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0.0363636|0.0636364|0|0|
- mycard range:0.266323
- update strategy
- iter:12000
- after update actions regrets:216.136|-80131.7|-132905|-168847|-1.18364e+06|
- after update actions average regrets:10950|0|0|0|0|
- AI take action:check, probability:1, regret:216.136
- total pot:600
- python rec ai action: check
- -------------- game: 118 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 4h4s, 9s5s
- board: 7c5hKdJsAc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 14300
- AI position:1
- AI card:2c|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 119 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c4d
- board:
- action_history: 0:r300,1:f
- total_win: 14200
- AI position:0
- AI card:3s|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.733988, regret:1570.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|5h|4c|
- mycard:0, range:0.733733
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:137.764|75.3087|0.912075|0|0.0147639|0|0|0|
- after update actions regrets:137.764|75.3087|0.912075|0|0.0147639|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.646226, regret:137.764
- total pot:400
- python rec ai action: check
- community cards:Ad|5h|4c|5c|
- mycard:0, range:0.472347
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.998|0|0.00235849|0|0|
- mycard range:0.472347
- update strategy
- iter:12000
- after update actions regrets:8584.12|10823.1|-29970.9|-90918.9|-3.48053e+06|
- after update actions average regrets:6433.58|4548.09|0.88629|0|0|
- AI take action:check, probability:0.58583, regret:8584.12
- total pot:400
- python rec ai action: check
- community cards:Ad|5h|4c|5c|5d|
- mycard:0, range:0.276701
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:152.258|57.0508|2.36723|0|2.32398|0|
- mycard range:0.276701
- update strategy
- iter:12000
- after update actions regrets:-14120.8|7047.95|-6840.74|-28338.1|-38128.8|-433699|
- after update actions average regrets:648.75|10327.5|3.19179|0|3.40913|0|
- AI take action:call, probability:0.940443, regret:7047.95
- total pot:1200
- python rec ai action: call
- -------------- game: 120 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 3sKd, 7s4d
- board: Ad5h4c5c5d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 13600
- AI position:1
- AI card:Jd|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.714888, regret:1527.98
- total pot:600
- python rec ai action: call
- community cards:9d|Qd|Js|
- mycard:1, range:0.71401
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:185.929|26.5191|0.665902|0.166382|0.269032|0.144511|0.276911|0.0295147|
- after update actions regrets:185.929|26.5191|0.665902|0.166382|0.269032|0.144511|0.276911|0.0295147|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.876777, regret:185.929
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9d|Qd|Js|3s|
- mycard:1, range:0.62035
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:153.263|0.716002|38.7825|21.2385|0|
- mycard range:0.62035
- update strategy
- iter:12000
- after update actions regrets:34060.7|8161.12|14410.2|13651.6|-191919|
- after update actions average regrets:3832.03|2370.44|2580.17|1519.39|4.72391|
- AI take action:raise 1200, probability:0.147404, regret:13651.6
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 121 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QhJd
- board: 9dQdJs3s
- action_history: 0:r300,1:c/1:c,0:c/1:r1200,0:f
- total_win: 13900
- AI position:0
- AI card:Ac|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.563143, regret:1204.15
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|66.4754|2073.52|0|
- after update actions regrets:0|66.4754|2073.52|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.969144, regret:2073.52
- total pot:2400
- python rec ai action: raise 1800
- -------------- game: 122 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: KhAc,
- board:
- action_history: 0:r200,1:r600,0:r1800,1:f
- total_win: 14500
- AI position:1
- AI card:7h|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:8.10714|1500.73|3.77877|10.124|596.552|20.7077|0|0|0|
- after update actions regrets:8.10714|1500.73|3.77877|10.124|596.552|20.7077|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.701919, regret:1500.73
- total pot:600
- python rec ai action: call
- community cards:2h|3h|9s|
- mycard:1, range:0.701276
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.893|1.37268|0.567119|0.0972787|0.0560893|0.0125607|0.000995025|0|
- after update actions regrets:211.893|1.37268|0.567119|0.0972787|0.0560893|0.0125607|0.000995025|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.893
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2h|3h|9s|Jh|
- mycard:1, range:0.694372
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:69.9107|57.6309|53.7021|32.7254|0.030968|
- mycard range:0.694372
- update strategy
- iter:12000
- after update actions regrets:23414.8|11887.5|14266.5|-13800.4|-266940|
- after update actions average regrets:4397.66|3821.58|1903.14|122.224|0|
- AI take action:check, probability:0.429269, regret:23414.8
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2h|3h|9s|Jh|Tc|
- mycard:1, range:0.29807
- before update actions:l|1|2|4|n|
- before update actions regrets:79.0128|89.0743|31.7976|14.0814|0.0339805|
- mycard range:0.29807
- update strategy
- iter:12000
- after update actions regrets:17174.5|16729.6|7249.24|-3884.62|-44534.7|
- after update actions average regrets:2458.88|3688.53|1860.2|2051.96|149.572|
- AI take action:raise 300, probability:0.361356, regret:16729.6
- total pot:900
- python rec ai action: raise 300
- -------------- game: 123 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: TdAs, Kh7h
- board: 2h3h9sJhTc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 15100
- AI position:0
- AI card:5s|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:5.05399|1831.87|303.073|0|
- after update actions regrets:5.05399|1831.87|303.073|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.856007, regret:1831.87
- total pot:1200
- python rec ai action: call
- community cards:Jd|4c|2h|
- mycard:0, range:0.70246
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:128.665|65.9169|0.133129|19.2852|0|0|0|
- after update actions regrets:128.665|65.9169|0.133129|19.2852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:call, probability:0.306604, regret:65.9169
- total pot:3600
- python rec ai action: call
- community cards:Jd|4c|2h|Qd|
- mycard:0, range:0.216374
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:14.0444|73.0907|124.526|2.3386|0|
- mycard range:0.216374
- update strategy
- iter:12000
- after update actions regrets:126.697|153.743|73.1787|13.991|-1456.35|
- after update actions average regrets:1568.18|3144.8|4296.24|1938.37|0|
- AI take action:raise 3600, probability:0.392472, regret:73.1787
- total pot:7200
- python rec ai action: raise 3600
- -------------- game: 124 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 5sAd,
- board: Jd4c2hQd
- action_history: 0:r200,1:r600,0:c/1:r1200,0:c/1:c,0:r3600,1:f
- total_win: 16900
- AI position:1
- AI card:4s|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.558672, regret:1195.69
- total pot:400
- python rec ai action: fold
- -------------- game: 125 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Kc4s
- board:
- action_history: 0:r300,1:f
- total_win: 16800
- AI position:0
- AI card:3c|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769878, regret:1646.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|5c|Kh|
- mycard:0, range:0.769247
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:182.119|14.1293|15.6892|2.00783|0.055093|0|0|0|
- after update actions regrets:182.119|14.1293|15.6892|2.00783|0.055093|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.85446, regret:182.119
- total pot:400
- python rec ai action: check
- community cards:Ks|5c|Kh|4c|
- mycard:0, range:0.654646
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:2.56306|211.417|0.020398|0|0|0|
- mycard range:0.654646
- update strategy
- iter:12000
- after update actions regrets:-14412.7|17977.2|9616.76|-34483.3|-77943.3|-2.96341e+06|
- after update actions average regrets:496.136|7633.87|2495.36|93.2915|52.305|0|
- AI take action:call, probability:0.708794, regret:17977.2
- total pot:1200
- python rec ai action: call
- community cards:Ks|5c|Kh|4c|8d|
- mycard:0, range:0.463977
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:197.321|0|12.9951|3.68358|0|0|
- mycard range:0.463977
- update strategy
- iter:12000
- after update actions regrets:2770.75|-1048.57|-32924.6|-74314.9|-98871.6|-335338|
- after update actions average regrets:10509.4|224.216|0|0|0|0|
- AI take action:fold, probability:0.97913, regret:2770.75
- total pot:2400
- python rec ai action: fold
- -------------- game: 126 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 3cAd,
- board: Ks5cKh4c8d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:r1200,0:f
- total_win: 16200
- AI position:1
- AI card:9d|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.7927, regret:1694.54
- total pot:600
- python rec ai action: call
- community cards:4d|7d|Qh|
- mycard:1, range:0.791839
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:181.303|31.9484|0.418967|0.114955|0.0744137|0.0220971|0.0784114|0.0393553|
- after update actions regrets:181.303|31.9484|0.418967|0.114955|0.0744137|0.0220971|0.0784114|0.0393553|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.146226, regret:31.9484
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:4d|7d|Qh|Kh|
- mycard:1, range:0.118215
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:184.573|29.3266|0|0.1|0|
- mycard range:0.118215
- update strategy
- iter:12000
- after update actions regrets:19132.9|8563.43|-39996.2|-43562.8|-1.90214e+06|
- after update actions average regrets:8604.78|1581.16|163.587|133.467|0|
- AI take action:check, probability:0.820914, regret:19132.9
- total pot:1200
- python rec ai action: check
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|n|
- before update actions regrets:9986.31|-12026.8|-85500.8|-69571.2|-378341|
- mycard range:0.118215
- update strategy
- iter:12000
- after update actions regrets:9986.31|-8277.84|-116132|-65478.2|-631216|
- after update actions average regrets:19531.8|1114.57|0|0|0|
- AI take action:fold, probability:0.94604, regret:9986.31
- total pot:2400
- python rec ai action: fold
- -------------- game: 127 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , 9d7h
- board: 4d7dQhKh
- action_history: 0:r300,1:c/1:r300,0:c/1:c,0:r1200,1:f
- total_win: 15600
- AI position:0
- AI card:7d|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.750234, regret:1604.38
- total pot:300
- python rec ai action: raise 200
- -------------- game: 128 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8h7d,
- board:
- action_history: 0:r200,1:f
- total_win: 15700
- AI position:1
- AI card:Qc|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.595695, regret:1273.51
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:3c|Td|Tc|
- mycard:1, range:0.5951
- before update actions:l|1|2|4|8|n|
- before update actions regrets:125.551|75.0673|13.1927|0.041058|0.0425715|0.10537|
- after update actions regrets:125.551|75.0673|13.1927|0.041058|0.0425715|0.10537|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.586854, regret:125.551
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:3c|Td|Tc|3d|
- mycard:1, range:0.349137
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:92.9236|39.5762|77.8975|3.56027|0.042405|
- mycard range:0.349137
- update strategy
- iter:12000
- after update actions regrets:10312.7|-190875|-40439.3|-71377.6|-1.17924e+06|
- after update actions average regrets:10638.9|0|2.10118|0|0|
- AI take action:check, probability:0.999812, regret:10312.7
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:3c|Td|Tc|3d|9s|
- mycard:1, range:0.349068
- before update actions:l|1|2|4|n|
- before update actions regrets:213.953|0.0471538|0|0|0|
- mycard range:0.349068
- update strategy
- iter:12000
- after update actions regrets:6828.92|-501637|-345455|-367385|-597538|
- after update actions average regrets:10367|0|0|0|0|
- AI take action:check, probability:1, regret:6828.92
- total pot:3000
- python rec ai action: check
- -------------- game: 129 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: 9cJc, QcKh
- board: 3cTdTc3d9s
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 14200
- AI position:0
- AI card:9d|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.355|1327.23|690.461|9.7749|0.180912|0|0|0|
- after update actions regrets:0|112.355|1327.23|690.461|9.7749|0.180912|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.322732, regret:690.461
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|1907.92|232.085|0|
- after update actions regrets:0|1907.92|232.085|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.891538, regret:1907.92
- total pot:1800
- python rec ai action: call
- community cards:8s|2h|Th|
- mycard:0, range:0.287654
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:205.705|7.88355|0.138254|0.123333|0.0198708|0.1031|0.0266952|
- after update actions regrets:205.705|7.88355|0.138254|0.123333|0.0198708|0.1031|0.0266952|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0330189, regret:7.88355
- total pot:2700
- python rec ai action: raise 900
- -------------- game: 130 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: 9dJd,
- board: 8s2hTh
- action_history: 0:r300,1:r900,0:c/1:c,0:r900,1:f
- total_win: 15100
- AI position:1
- AI card:8s|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9
- total pot:600
- python rec ai action: call
- community cards:Jd|Js|6d|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.871|1.51225|0.260143|0.294076|0.0466108|0.0154338|0|0|
- after update actions regrets:211.871|1.51225|0.260143|0.294076|0.0466108|0.0154338|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.871
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|Js|6d|9s|
- mycard:1, range:0.8378
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:53.7673|118.122|41.8848|0.213373|0.012712|
- mycard range:0.8378
- update strategy
- iter:12000
- after update actions regrets:16776.8|3370.11|8514.88|-46723.8|-1.16233e+06|
- after update actions average regrets:4860.44|3117.53|2318.31|3.17764|0|
- AI take action:raise 300, probability:0.30268, regret:3370.11
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Jd|Js|6d|9s|5s|
- mycard:1, range:0.253593
- before update actions:l|1|2|4|n|
- before update actions regrets:0.023007|212.402|1.54555|0.0196897|0.0101338|
- mycard range:0.253593
- update strategy
- iter:12000
- after update actions regrets:-33349.2|5030.19|-62951.7|-87018.2|-1.77647e+06|
- after update actions average regrets:32.8561|10424.3|9.11639|0|0|
- AI take action:raise 600, probability:0.996082, regret:5030.19
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 131 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , 8s9d
- board: JdJs6d9s5s
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:f
- total_win: 15700
- AI position:0
- AI card:Ac|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.55
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|9s|4c|
- mycard:0, range:0.57549
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.478|0.191498|0.326725|0|0|0|0|0.00348584|
- after update actions regrets:213.478|0.191498|0.326725|0|0|0|0|0.00348584|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.478
- total pot:400
- python rec ai action: check
- community cards:Ks|9s|4c|Jc|
- mycard:0, range:0.574087
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.574087
- update strategy
- iter:12000
- after update actions regrets:9951.48|-12408.5|5966.48|44802.5|-1.8356e+06|
- after update actions average regrets:6022.8|1077.2|590.365|3024.21|0|
- AI take action:raise 200, probability:0.100532, regret:-12408.5
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ks|9s|4c|Jc|2d|
- mycard:0, range:0.0577162
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0577162
- update strategy
- iter:12000
- after update actions regrets:2610|-88744|-69633|-258870|-472207|
- after update actions average regrets:10829|0|0|0|0|
- AI take action:check, probability:1, regret:2610
- total pot:800
- python rec ai action: check
- -------------- game: 132 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: QhAc, Jh8s
- board: Ks9s4cJc2d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 15300
- AI position:1
- AI card:Tc|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805335, regret:1721.24
- total pot:600
- python rec ai action: call
- community cards:2h|8c|7s|
- mycard:1, range:0.804318
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.18|15.5231|2.62063|0.414514|0.230058|0|0|0.0319745|
- after update actions regrets:195.18|15.5231|2.62063|0.414514|0.230058|0|0|0.0319745|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0707547, regret:15.5231
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:2h|8c|7s|Js|
- mycard:1, range:0.0583433
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:86.2411|118.063|9.47187|0.196121|0.0281911|
- mycard range:0.0583433
- update strategy
- iter:12000
- after update actions regrets:11768|21583.8|34855.2|-8096.03|-1.11374e+06|
- after update actions average regrets:1961.82|3801.61|3676.44|816.384|0|
- AI take action:raise 1200, probability:0.358494, regret:34855.2
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 133 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , JhTc
- board: 2h8c7sJs
- action_history: 0:r300,1:c/1:r300,0:c/1:r1200,0:f
- total_win: 15900
- AI position:0
- AI card:5s|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688026, regret:1471.44
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|4c|Qh|
- mycard:0, range:0.68759
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:9.08134|151.025|53.4371|0.326206|0.130412|0|0|0|
- after update actions regrets:9.08134|151.025|53.4371|0.326206|0.130412|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.248826, regret:53.4371
- total pot:800
- python rec ai action: raise 400
- -------------- game: 134 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6c5s,
- board: 8d4cQh
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 16100
- AI position:1
- AI card:3d|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 135 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3dTh
- board:
- action_history: 0:r300,1:f
- total_win: 16000
- AI position:0
- AI card:Js|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.761459, regret:1628.49
- total pot:300
- python rec ai action: raise 200
- -------------- game: 136 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9cJs,
- board:
- action_history: 0:r200,1:f
- total_win: 16100
- AI position:1
- AI card:7d|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.45338|1593.37|5.79144|13.8387|519.329|1.43456|0.303039|0.466896|1.01142|
- after update actions regrets:4.45338|1593.37|5.79144|13.8387|519.329|1.43456|0.303039|0.466896|1.01142|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.242978, regret:519.329
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 137 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 7d7h
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 16400
- AI position:0
- AI card:Js|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2139.63|0|0.370461|0|
- after update actions regrets:2139.63|0|0.370461|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2139.63
- total pot:800
- python rec ai action: fold
- -------------- game: 138 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6cJs,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 16200
- AI position:1
- AI card:3d|9d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1594.21|5.99569|362.722|85.0766|44.1944|47.8012|0|0|
- after update actions regrets:1594.21|5.99569|362.722|85.0766|44.1944|47.8012|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.169396, regret:362.722
- total pot:400
- python rec ai action: raise 300
- -------------- game: 139 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 3d9d
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 16300
- AI position:0
- AI card:6c|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238184, regret:509.996
- total pot:400
- python rec ai action: raise 300
- -------------- game: 140 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6c8h,
- board:
- action_history: 0:r300,1:f
- total_win: 16400
- AI position:1
- AI card:2s|4c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 141 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4c2s
- board:
- action_history: 0:r300,1:f
- total_win: 16300
- AI position:0
- AI card:3s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.135236, regret:289.293
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:2138|0|2|0|0|
- after update actions regrets:2138|0|2|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.999065, regret:2138
- total pot:400
- python rec ai action: fold
- -------------- game: 142 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: 9h3s,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 16200
- AI position:1
- AI card:Ks|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.045569|5.18574|21.6866|1984.43|126.026|0.207768|0.243459|2.17829|
- after update actions regrets:0|0.045569|5.18574|21.6866|1984.43|126.026|0.207768|0.243459|2.17829|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.92797, regret:1984.43
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 143 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KcKs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 16500
- AI position:0
- AI card:Ts|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|73.2314|1363.62|690.512|12.348|0.28654|0|0|0|
- after update actions regrets:0|73.2314|1363.62|690.512|12.348|0.28654|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637512, regret:1363.62
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5s|Ac|2s|
- mycard:0, range:0.637207
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:11.1898|185.077|17.2912|0.310663|0.11976|0.0112337|0|0|
- after update actions regrets:11.1898|185.077|17.2912|0.310663|0.11976|0.0112337|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.868545, regret:185.077
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:5s|Ac|2s|8d|
- mycard:0, range:0.551086
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:150.962|62.5279|0.217196|0.292754|0|
- mycard range:0.551086
- update strategy
- iter:12000
- after update actions regrets:24978.6|11282|-30932.3|-234175|-3.0392e+06|
- after update actions average regrets:4272.39|6482.38|183.581|0|0|
- AI take action:raise 400, probability:0.592667, regret:11282
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 144 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: TcTs,
- board: 5sAc2s8d
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:f
- total_win: 16900
- AI position:1
- AI card:8s|7d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1449.92|8.85072|469.027|136.338|46.4861|28.8862|0.492077|0|
- after update actions regrets:1449.92|8.85072|469.027|136.338|46.4861|28.8862|0.492077|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.0636704, regret:136.338
- total pot:600
- python rec ai action: raise 500
- -------------- game: 145 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 8s7d
- board:
- action_history: 0:c,1:r500,0:f
- total_win: 17000
- AI position:0
- AI card:9c|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.645463, regret:1380.28
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qc|8d|5d|
- mycard:0, range:0.644989
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:30.9633|173.221|9.50984|0.28006|0.0259259|0|0|0|
- after update actions regrets:30.9633|173.221|9.50984|0.28006|0.0259259|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.816038, regret:173.221
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qc|8d|5d|8h|
- mycard:0, range:0.522082
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:69.9876|143.858|0.138156|0.0165854|0|
- mycard range:0.522082
- update strategy
- iter:12000
- after update actions regrets:14117.7|-21090.4|-272108|-635284|-2.88175e+06|
- after update actions average regrets:10723|0|0|0|0|
- AI take action:check, probability:1, regret:14117.7
- total pot:800
- python rec ai action: check
- community cards:Qc|8d|5d|8h|6s|
- mycard:0, range:0.522082
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0373786|212.289|1.59638|0.0776051|0|
- mycard range:0.522082
- update strategy
- iter:12000
- after update actions regrets:-12079.7|5885.27|-62361.4|-246625|-1.67409e+06|
- after update actions average regrets:449.408|9834.97|431.924|0|0|
- AI take action:raise 400, probability:0.917864, regret:5885.27
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 146 -----------------
- win_money: 800
- players: Bot, OpenStackTwo
- hand: 9d9c, 6hKd
- board: Qc8d5d8h6s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 17800
- AI position:1
- AI card:6d|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.697707, regret:1491.3
- total pot:600
- python rec ai action: call
- community cards:3d|8s|Kd|
- mycard:1, range:0.696868
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:187.832|25.4635|0.385368|0.194041|0.081414|0.00998663|0.02543|0.00847489|
- after update actions regrets:187.832|25.4635|0.385368|0.194041|0.081414|0.00998663|0.02543|0.00847489|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.882075, regret:187.832
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3d|8s|Kd|4s|
- mycard:1, range:0.611654
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:101.601|64.5245|20.5054|27.3689|0|
- mycard range:0.611654
- update strategy
- iter:12000
- after update actions regrets:12031.6|20328.5|19413.5|-127.606|-368866|
- after update actions average regrets:2986.46|4140.22|2110.7|992.607|0|
- AI take action:raise 300, probability:0.404771, regret:20328.5
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:3d|8s|Kd|4s|8h|
- mycard:1, range:0.247545
- before update actions:l|1|2|4|n|
- before update actions regrets:30.2673|162.872|16.3835|4.47766|0|
- mycard range:0.247545
- update strategy
- iter:12000
- after update actions regrets:11138.3|-48727.1|-18017.6|-9226.47|-310948|
- after update actions average regrets:9514.66|0|283.267|477.421|0|
- AI take action:check, probability:0.926027, regret:11138.3
- total pot:1200
- python rec ai action: check
- -------------- game: 147 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: 4cTh, 6d7d
- board: 3d8sKd4s8h
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 17200
- AI position:0
- AI card:Qs|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.159027, regret:340.43
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4h|8h|9c|
- mycard:0, range:0.159079
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.816|2.31548|13.8589|0.693021|0.279341|0.0238971|0.0132597|0|
- after update actions regrets:196.816|2.31548|13.8589|0.693021|0.279341|0.0238971|0.0132597|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.92891, regret:196.816
- total pot:600
- python rec ai action: check
- community cards:4h|8h|9c|Ks|
- mycard:0, range:0.146306
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:1.13779|109.713|98.4402|4.70865|0|
- mycard range:0.146306
- update strategy
- iter:12000
- after update actions regrets:14074.5|1211.08|5451.81|17098.1|-3.1141e+06|
- after update actions average regrets:7697.18|1044.33|411.928|1734.89|0|
- AI take action:check, probability:0.707055, regret:14074.5
- total pot:600
- python rec ai action: check
- community cards:4h|8h|9c|Ks|Ts|
- mycard:0, range:0.103426
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:212.337|1.11632|0.504421|0.0417816|0|
- mycard range:0.103426
- update strategy
- iter:12000
- after update actions regrets:12055.5|-9958.76|-1577.38|-57131.8|-674515|
- after update actions average regrets:8178.75|366.338|2068.09|268.874|0|
- AI take action:check, probability:0.751654, regret:12055.5
- total pot:600
- python rec ai action: check
- -------------- game: 148 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Qs5h, Js8d
- board: 4h8h9cKsTs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 16900
- AI position:1
- AI card:6c|8d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1583.93|6.47618|373.431|90.9296|39.243|45.9889|0|0|
- after update actions regrets:1583.93|6.47618|373.431|90.9296|39.243|45.9889|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.741105, regret:1583.93
- total pot:200
- python rec ai action: check
- community cards:Jh|3c|Tc|
- mycard:1, range:0.740155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.149|1.21473|0.189729|0.0615479|0.350705|0.0341091|0|0|
- after update actions regrets:212.149|1.21473|0.189729|0.0615479|0.350705|0.0341091|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.149
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.209|0.14355|0|0.647293|0|
- after update actions regrets:213.209|0.14355|0|0.647293|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.209
- total pot:400
- python rec ai action: fold
- -------------- game: 149 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8d6c
- board: Jh3cTc
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 16800
- AI position:0
- AI card:4c|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.777934, regret:1664.02
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1540.28|530.778|68.9397|0|
- after update actions regrets:1540.28|530.778|68.9397|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.247895, regret:530.778
- total pot:1200
- python rec ai action: call
- community cards:3s|As|Ad|
- mycard:0, range:0.192861
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:204.559|7.87728|1.41017|0.020403|0.0940914|0.0226964|0.0160173|
- after update actions regrets:204.559|7.87728|1.41017|0.020403|0.0940914|0.0226964|0.0160173|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.559
- total pot:1200
- python rec ai action: check
- community cards:3s|As|Ad|Qd|
- mycard:0, range:0.184353
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:164.368|49.504|0.0159313|0.112322|0|0|
- mycard range:0.184353
- update strategy
- iter:12000
- after update actions regrets:174.49|-1129.37|-1314.86|-1169.77|-2369.88|-19615.9|
- after update actions average regrets:10899|0|0|0|0|0|
- AI take action:fold, probability:1, regret:174.49
- total pot:2400
- python rec ai action: fold
- -------------- game: 150 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 4cKd,
- board: 3sAsAdQd
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:f
- total_win: 16200
- AI position:1
- AI card:5d|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.667759, regret:1427.92
- total pot:200
- python rec ai action: check
- community cards:6h|Qd|Jd|
- mycard:1, range:0.667251
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.153|0.780732|0.0586152|0.00795877|0|0|0|0|
- after update actions regrets:213.153|0.780732|0.0586152|0.00795877|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.153
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6h|Qd|Jd|4s|
- mycard:1, range:0.664609
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.532|1.41136|0.0567596|0|0|
- mycard range:0.664609
- update strategy
- iter:12000
- after update actions regrets:2116.95|-1298.17|-3376.52|-1020.25|-76568.2|
- after update actions average regrets:9226.33|522.596|13.5948|508.993|0|
- AI take action:check, probability:0.898432, regret:2116.95
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6h|Qd|Jd|4s|Ad|
- mycard:1, range:0.596982
- before update actions:l|1|2|4|n|
- before update actions regrets:213.941|0.0280916|0.0308319|0|0|
- mycard range:0.596982
- update strategy
- iter:12000
- after update actions regrets:750.66|-3938.25|-8932.25|-9630.28|-36800.3|
- after update actions average regrets:10056.6|93.4387|0|0|0|
- AI take action:check, probability:0.990837, regret:750.66
- total pot:200
- python rec ai action: check
- -------------- game: 151 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: 3c6s, 5d4h
- board: 6hQdJd4sAd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 16100
- AI position:0
- AI card:4d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0579981, regret:124.506
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:6|1965.02|50.2678|118.71|0|
- after update actions regrets:6|1965.02|50.2678|118.71|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.918654, regret:1965.02
- total pot:600
- python rec ai action: call
- community cards:5s|Jd|Kh|
- mycard:0, range:0.0534231
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.465|0.910684|1.6552|0.967577|0.00104338|0|0|0|
- after update actions regrets:210.465|0.910684|1.6552|0.967577|0.00104338|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995261, regret:210.465
- total pot:600
- python rec ai action: check
- community cards:5s|Jd|Kh|Kc|
- mycard:0, range:0.0525408
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:185.368|0.299415|26.635|1.69788|0|
- mycard range:0.0525408
- update strategy
- iter:12000
- after update actions regrets:4937.34|-4254.73|-12155.4|-29090.3|-1.26436e+06|
- after update actions average regrets:10051.3|436.447|289.42|0|0|
- AI take action:check, probability:0.932721, regret:4937.34
- total pot:600
- python rec ai action: check
- community cards:5s|Jd|Kh|Kc|5d|
- mycard:0, range:0.049002
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:88.1931|40.7483|72.7681|12.2906|0|
- mycard range:0.049002
- update strategy
- iter:12000
- after update actions regrets:413.479|-8380.97|-13492.9|-36768.4|-580090|
- after update actions average regrets:10436|0|0|0|0|
- AI take action:check, probability:1, regret:413.479
- total pot:600
- python rec ai action: check
- -------------- game: 152 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 8d4d, 4cAc
- board: 5sJdKhKc5d
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 15800
- AI position:1
- AI card:Ad|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.904071, regret:1932.85
- total pot:600
- python rec ai action: call
- community cards:Kh|8h|3d|
- mycard:1, range:0.903203
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:168.286|39.0971|6.23376|0.229912|0.0372618|0|0.00605628|0.109526|
- after update actions regrets:168.286|39.0971|6.23376|0.229912|0.0372618|0|0.00605628|0.109526|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.183099, regret:39.0971
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kh|8h|3d|2d|
- mycard:1, range:0.165012
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:15.8183|164.907|27.4299|5.84499|0|
- mycard range:0.165012
- update strategy
- iter:12000
- after update actions regrets:6302.49|16994.6|30003.1|16995.5|-144256|
- after update actions average regrets:2412.02|3062.71|2693.99|2082.5|0|
- AI take action:raise 2400, probability:0.203142, regret:16995.5
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 153 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , 4hAd
- board: Kh8h3d2d
- action_history: 0:r300,1:c/1:r300,0:c/1:r2400,0:f
- total_win: 16400
- AI position:0
- AI card:5c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.692703, regret:1481.58
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1572.28|567.717|0|0|
- after update actions regrets:1572.28|567.717|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.265077, regret:567.717
- total pot:1200
- python rec ai action: call
- community cards:6s|8s|3h|
- mycard:0, range:0.183666
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.874|0.0925281|0.0337478|0|0|0|0|
- after update actions regrets:213.874|0.0925281|0.0337478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.874
- total pot:2400
- python rec ai action: fold
- -------------- game: 154 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 7h5c,
- board: 6s8s3h
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 15800
- AI position:1
- AI card:6c|Qc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1126.72|12.4027|691.225|229.943|62.8973|16.3939|0.417537|0|
- after update actions regrets:1126.72|12.4027|691.225|229.943|62.8973|16.3939|0.417537|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.527154, regret:1126.72
- total pot:200
- python rec ai action: check
- community cards:3s|5h|Tc|
- mycard:1, range:0.526505
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:189.628|22.6935|1.43866|0.2399|0|0|0|0|
- after update actions regrets:189.628|22.6935|1.43866|0.2399|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.103774, regret:22.6935
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:3s|5h|Tc|5d|
- mycard:1, range:0.055833
- turn subgame infoset node:4057280
- before update actions:l|1|2|4|n|
- before update actions regrets:1.2029|128.98|16.5776|67.2396|0|
- mycard range:0.055833
- update strategy
- iter:12000
- after update actions regrets:959.303|-658.92|-6896.32|-13714.7|-277385|
- after update actions average regrets:9896.07|654.147|11.9683|0|0|
- AI take action:check, probability:0.937032, regret:959.303
- total pot:400
- python rec ai action: check
- opp action:check
- total pot:400
- community cards:3s|5h|Tc|5d|Js|
- mycard:1, range:0.0523118
- before update actions:l|1|2|4|n|
- before update actions regrets:211.351|0.216587|0.845435|1.58716|0|
- mycard range:0.0523118
- update strategy
- iter:12000
- after update actions regrets:392.152|132.018|-2385.35|-3837.61|-36140.2|
- after update actions average regrets:9607.41|910.761|0|0|0|
- AI take action:check, probability:0.913473, regret:392.152
- total pot:400
- python rec ai action: check
- -------------- game: 155 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: 9cQh, Qc6c
- board: 3s5hTc5dJs
- action_history: 0:c,1:c/1:r100,0:c/1:c,0:c/1:c,0:c
- total_win: 15800
- AI position:0
- AI card:9s|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|126.632|1645.9|366.04|1.42932|0|0|0|0|
- after update actions regrets:0|126.632|1645.9|366.04|1.42932|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769411, regret:1645.9
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1921.95|218.049|0|
- after update actions regrets:0|1921.95|218.049|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.898083, regret:1921.95
- total pot:1200
- python rec ai action: call
- community cards:6d|4s|5c|
- mycard:0, range:0.690745
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:120.367|93.4854|0.14759|0|0|0|0|
- after update actions regrets:120.367|93.4854|0.14759|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.43662, regret:93.4854
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:6d|4s|5c|9h|
- mycard:0, range:0.30175
- turn subgame infoset node:857920
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:114.556|99.3442|0|0|0.1|
- mycard range:0.30175
- update strategy
- iter:12000
- after update actions regrets:286.668|14.4565|-287.888|-429.888|-2500.79|
- after update actions average regrets:7585.19|1327.66|1973.25|3.7648|0|
- AI take action:check, probability:0.696639, regret:286.668
- total pot:2400
- python rec ai action: check
- community cards:6d|4s|5c|9h|2c|
- mycard:0, range:0.21018
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.171|0.772898|0|0.0563689|0|
- mycard range:0.21018
- update strategy
- iter:12000
- after update actions regrets:221.113|-56.2851|-772.058|-345.002|-726|
- after update actions average regrets:9969.8|894.244|0.0212014|0|0|
- AI take action:check, probability:0.917702, regret:221.113
- total pot:2400
- python rec ai action: check
- -------------- game: 156 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: 9sTc, 4cKc
- board: 6d4s5c9h2c
- action_history: 0:r200,1:r600,0:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 17000
- AI position:1
- AI card:Jd|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.50013|1275.43|3.65082|13.5448|810.846|31.7423|0|0|0.289018|
- after update actions regrets:4.50013|1275.43|3.65082|13.5448|810.846|31.7423|0|0|0.289018|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.59691, regret:1275.43
- total pot:600
- python rec ai action: call
- community cards:Kc|4s|8d|
- mycard:1, range:0.595994
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:182.032|20.2172|10.8485|0.391474|0.0521911|0.0669998|0.110422|0.281737|
- after update actions regrets:182.032|20.2172|10.8485|0.391474|0.0521911|0.0669998|0.110422|0.281737|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.858491, regret:182.032
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0|125.815|77.892|9.95766|0.335473|
- after update actions regrets:0|125.815|77.892|9.95766|0.335473|
- after update actions average regrets:0|0|0|0|0|
- AI take action:raise 2400, probability:0.042654, regret:9.95766
- total pot:3600
- python rec ai action: raise 2400
- opp action:call
- total pot:5400
- community cards:Kc|4s|8d|2h|
- mycard:1, range:0.0235895
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:190.849|22.8356|0.0544381|0.163979|0.0971289|
- mycard range:0.0235895
- update strategy
- iter:12000
- after update actions regrets:10492.6|527.605|-6629.18|-67164.1|-139914|
- after update actions average regrets:6160.23|3569.12|819.671|0|0|
- AI take action:check, probability:0.583997, regret:10492.6
- total pot:5400
- python rec ai action: check
- opp action:raise 5400
- total pot:10800
- before update actions:d|l|1|n|
- before update actions regrets:5706.55|-3553.32|-9785.95|-4545.31|
- mycard range:0.0235895
- update strategy
- iter:12000
- after update actions regrets:5706.55|-7087.32|-6995.95|-6921.31|
- after update actions average regrets:17565.2|2321.34|345.142|1137.91|
- AI take action:call, probability:0.10862, regret:-7087.32
- total pot:16200
- python rec ai action: call
- community cards:Kc|4s|8d|2h|Jc|
- mycard:1, range:0.00149639
- before update actions:l|1|n|
- before update actions regrets:213.574|0.0803003|0.345299|
- mycard range:0.00149639
- update strategy
- iter:12000
- after update actions regrets:750.833|-7800.66|-97.3961|
- after update actions average regrets:8591.1|0|2109.89|
- AI take action:check, probability:0.802897, regret:750.833
- total pot:16200
- python rec ai action: check
- opp action:allin
- total pot:28100
- before update actions:d|l|
- before update actions regrets:-315491|214|
- mycard range:0.00149639
- update strategy
- iter:12000
- after update actions regrets:-625350|214|
- after update actions average regrets:0|19758|
- AI take action:call, probability:1, regret:214
- total pot:40000
- python rec ai action: call
- -------------- game: 157 -----------------
- win_money: 20000
- players: OpenStackTwo, Bot
- hand: Ks8s, KhJd
- board: Kc4s8d2hJc
- action_history: 0:r300,1:c/1:c,0:r600,1:r2400,0:c/1:c,0:r5400,1:c/1:c,0:r11900,1:c
- total_win: 37000
- AI position:0
- AI card:6h|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.703461, regret:1504.05
- total pot:300
- python rec ai action: raise 200
- -------------- game: 158 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6h9h,
- board:
- action_history: 0:r200,1:f
- total_win: 37100
- AI position:1
- AI card:3h|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:177.479|1840.42|0.0866857|0.405908|110.187|11.4195|0|0|0|
- after update actions regrets:177.479|1840.42|0.0866857|0.405908|110.187|11.4195|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.860617, regret:1840.42
- total pot:600
- python rec ai action: call
- community cards:9c|Qh|Kd|
- mycard:1, range:0.86001
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:166.003|42.0323|4.95719|0.484662|0.4128|0|0.0168404|0.0927665|
- after update actions regrets:166.003|42.0323|4.95719|0.484662|0.4128|0|0.0168404|0.0927665|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.783019, regret:166.003
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9c|Qh|Kd|2d|
- mycard:1, range:0.667125
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:89.7087|122.09|2.18401|0.0170736|0|
- mycard range:0.667125
- update strategy
- iter:12000
- after update actions regrets:14137.3|5582.72|3580.81|-18634.4|-503327|
- after update actions average regrets:6744.09|2610.16|1030.55|0.960227|0|
- AI take action:raise 300, probability:0.251348, regret:5582.72
- total pot:900
- python rec ai action: raise 300
- -------------- game: 159 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Th3h
- board: 9cQhKd2d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 37400
- AI position:0
- AI card:Jc|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656996, regret:1404.99
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|Ac|7s|
- mycard:0, range:0.656537
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.74415|170.614|40.3908|1.22395|0.0269637|0|0|0|
- after update actions regrets:1.74415|170.614|40.3908|1.22395|0.0269637|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.801887, regret:170.614
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ad|Ac|7s|5h|
- mycard:0, range:0.523432
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.855|0.0924176|0|0|0.0522727|
- mycard range:0.523432
- update strategy
- iter:12000
- after update actions regrets:7193.12|-48825.6|-124670|-352638|-3.10178e+06|
- after update actions average regrets:10369.4|60.0027|177.25|142.964|0|
- AI take action:check, probability:0.964738, regret:7193.12
- total pot:800
- python rec ai action: check
- community cards:Ad|Ac|7s|5h|Ah|
- mycard:0, range:0.504918
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:197.939|0.574532|15.4861|0|0|
- mycard range:0.504918
- update strategy
- iter:12000
- after update actions regrets:12025.1|-54637.2|-102221|-248022|-1.16943e+06|
- after update actions average regrets:10784|0|0|0|0|
- AI take action:check, probability:1, regret:12025.1
- total pot:800
- python rec ai action: check
- -------------- game: 160 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: KhJc, TsQc
- board: AdAc7s5hAh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 37800
- AI position:1
- AI card:6c|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52
- total pot:400
- python rec ai action: fold
- -------------- game: 161 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6cTh
- board:
- action_history: 0:r300,1:f
- total_win: 37700
- AI position:0
- AI card:2c|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12
- total pot:150
- python rec ai action: fold
- -------------- game: 162 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2c7d,
- board:
- action_history: 0:f
- total_win: 37650
- AI position:1
- AI card:5s|3c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 163 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5s3c
- board:
- action_history: 0:r300,1:f
- total_win: 37550
- AI position:0
- AI card:Qc|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.205236, regret:439.309
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9s|8d|Ac|
- mycard:0, range:0.205285
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.561|0.222136|0.0235|0.0265|0.166931|0|0|0|
- after update actions regrets:213.561|0.222136|0.0235|0.0265|0.166931|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.561
- total pot:600
- python rec ai action: check
- community cards:9s|8d|Ac|Tc|
- mycard:0, range:0.204863
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0|32.2845|148.234|33.4042|0.0771812|
- mycard range:0.204863
- update strategy
- iter:12000
- after update actions regrets:-91188.1|-56182.8|-20480.8|27797.3|-347540|
- after update actions average regrets:0.86536|119.767|244.779|10344.7|0|
- AI take action:raise 1200, probability:0.966097, regret:27797.3
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 164 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: QcJd,
- board: 9s8dAcTc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 37850
- AI position:1
- AI card:9s|6h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1691.37|5.7138|332.972|64.5915|15.9743|28.9815|0.399281|0|
- after update actions regrets:1691.37|5.7138|332.972|64.5915|15.9743|28.9815|0.399281|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.792037, regret:1691.37
- total pot:200
- python rec ai action: check
- community cards:2d|Jh|Ts|
- mycard:1, range:0.790359
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.996|56.4907|2.26015|0.253055|0|0|0|0|
- after update actions regrets:154.996|56.4907|2.26015|0.253055|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.264151, regret:56.4907
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:2d|Jh|Ts|Ks|
- mycard:1, range:0.208635
- turn subgame infoset node:4057280
- before update actions:l|1|2|4|n|
- before update actions regrets:100.635|111.311|1.64828|0.405918|0|
- mycard range:0.208635
- update strategy
- iter:12000
- after update actions regrets:1480.84|-4855.49|-12275.2|-14525.4|-257169|
- after update actions average regrets:10503|0|0|0|0|
- AI take action:check, probability:1, regret:1480.84
- total pot:400
- python rec ai action: check
- opp action:check
- total pot:400
- community cards:2d|Jh|Ts|Ks|As|
- mycard:1, range:0.208635
- before update actions:l|1|2|4|n|
- before update actions regrets:165.927|3.34676|28.6134|16.0501|0.0627|
- mycard range:0.208635
- update strategy
- iter:12000
- after update actions regrets:562.864|55.2835|-919.45|-3782.01|-33713|
- after update actions average regrets:9474.54|1027.3|0|43.2098|0|
- AI take action:raise 200, probability:0.0974014, regret:55.2835
- total pot:600
- python rec ai action: raise 200
- -------------- game: 165 -----------------
- win_money: -400
- players: OpenStackTwo, Bot
- hand: 5sTh, 6h9s
- board: 2dJhTsKsAs
- action_history: 0:c,1:c/1:r100,0:c/1:c,0:c/1:r200,0:c
- total_win: 37450
- AI position:0
- AI card:2s|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.513336, regret:1097.39
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qs|7c|3d|
- mycard:0, range:0.512798
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:140.447|53.9204|18.4912|0.912531|0.229202|0|0|0|
- after update actions regrets:140.447|53.9204|18.4912|0.912531|0.229202|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.0853081, regret:18.4912
- total pot:800
- python rec ai action: raise 400
- -------------- game: 166 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2sJc,
- board: Qs7c3d
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 37650
- AI position:1
- AI card:As|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:991.612|8.52873|682.716|305.995|74.4531|76.5456|0.149574|0|
- after update actions regrets:991.612|8.52873|682.716|305.995|74.4531|76.5456|0.149574|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.463951, regret:991.612
- total pot:200
- python rec ai action: check
- community cards:8c|4d|5c|
- mycard:1, range:0.46337
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:185.181|23.7241|4.91913|0.0450177|0.130386|0|0|0|
- after update actions regrets:185.181|23.7241|4.91913|0.0450177|0.130386|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.872642, regret:185.181
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8c|4d|5c|Kc|
- mycard:1, range:0.400969
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:131.395|81.9975|0.4609|0.146223|0|
- mycard range:0.400969
- update strategy
- iter:12000
- after update actions regrets:2705.48|1904.52|265.986|-5151.47|-331634|
- after update actions average regrets:4228.67|4387.63|1448.22|0.551964|0|
- AI take action:raise 100, probability:0.435953, regret:1904.52
- total pot:300
- python rec ai action: raise 100
- -------------- game: 167 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , As8h
- board: 8c4d5cKc
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 37750
- AI position:0
- AI card:8s|Ts
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.292|1388.32|607.112|7.96018|0.318446|0|0|0|
- after update actions regrets:0|136.292|1388.32|607.112|7.96018|0.318446|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.28391, regret:607.112
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:6d|2s|4s|
- mycard:0, range:0.283697
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:109.138|97.0868|3.33339|3.53699|0.861885|0.0431445|0|0|
- after update actions regrets:109.138|97.0868|3.33339|3.53699|0.861885|0.0431445|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.457547, regret:97.0868
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:6d|2s|4s|Ac|
- mycard:0, range:0.128707
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.151|0.0711729|0.162744|0.61496|0|
- mycard range:0.128707
- update strategy
- iter:12000
- after update actions regrets:36290.3|20013.2|-2735.67|59181.8|-642329|
- after update actions average regrets:3694.86|1267.83|3555.33|2432.65|0|
- AI take action:raise 1200, probability:0.324717, regret:-2735.67
- total pot:2400
- python rec ai action: raise 1200
- opp action:raise 4800
- total pot:7200
- before update actions:d|l|2|n|
- before update actions regrets:5020.25|-2730|3084.63|-13219.4|
- mycard range:0.128707
- update strategy
- iter:12000
- after update actions regrets:5020.25|-2730|3084.63|-13219.4|
- after update actions average regrets:2239.1|6681.1|269.215|0|
- AI take action:call, probability:0.727065, regret:-2730
- total pot:10800
- python rec ai action: call
- community cards:6d|2s|4s|Ac|Qh|
- mycard:0, range:0.0303809
- opp action:allin
- total pot:25400
- before update actions:d|l|
- before update actions regrets:214|0|
- mycard range:0.0303809
- update strategy
- iter:12000
- after update actions regrets:214|-619931|
- after update actions average regrets:10989|0|
- AI take action:fold, probability:1, regret:214
- total pot:25400
- python rec ai action: fold
- -------------- game: 168 -----------------
- win_money: -5400
- players: Bot, OpenStackTwo
- hand: Ts8s,
- board: 6d2s4sAcQh
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:r1200,1:r4800,0:c/1:r14600,0:f
- total_win: 32350
- AI position:1
- AI card:7c|Qc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:11.6791|1635.08|3.11305|8.08243|471.989|10.0611|0|0|0|
- after update actions regrets:11.6791|1635.08|3.11305|8.08243|471.989|10.0611|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.764733, regret:1635.08
- total pot:600
- python rec ai action: call
- community cards:Kc|8c|3s|
- mycard:1, range:0.764054
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:194.65|18.8426|0.274572|0.126776|0.0683497|0.00294444|0.0344444|0|
- after update actions regrets:194.65|18.8426|0.274572|0.126776|0.0683497|0.00294444|0.0344444|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0849057, regret:18.8426
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kc|8c|3s|4d|
- mycard:1, range:0.0672744
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:97.5385|98.4964|17.4887|0.476405|0|
- mycard range:0.0672744
- update strategy
- iter:12000
- after update actions regrets:36472.8|31802.7|20963.7|16934.7|-435881|
- after update actions average regrets:2519.55|2849.73|2446.13|2675.63|0|
- AI take action:raise 1200, probability:0.233197, regret:20963.7
- total pot:2400
- python rec ai action: raise 1200
- opp action:call
- total pot:3600
- community cards:Kc|8c|3s|4d|6d|
- mycard:1, range:0.015686
- before update actions:l|1|2|4|n|
- before update actions regrets:63.6861|17.9859|99.9049|30.4797|1.9434|
- mycard range:0.015686
- update strategy
- iter:12000
- after update actions regrets:86945|-103661|-225905|-166465|13726.2|
- after update actions average regrets:6355.08|115.564|0|78.4033|3896.07|
- AI take action:check, probability:0.608483, regret:86945
- total pot:3600
- python rec ai action: check
- -------------- game: 169 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: 2sKh, 7cQc
- board: Kc8c3s4d6d
- action_history: 0:r300,1:c/1:r300,0:c/1:r1200,0:c/1:c,0:c
- total_win: 30550
- AI position:0
- AI card:Qs|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.739354, regret:1580.8
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1889.47|250.531|0|
- after update actions regrets:0|1889.47|250.531|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.116877, regret:250.531
- total pot:2400
- python rec ai action: raise 1800
- opp action:call
- total pot:3600
- community cards:Ad|Ks|9s|
- mycard:0, range:0.0864788
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|8|n|
- before update actions regrets:211.278|0.56253|1.88017|0.0701846|0.102447|0.10673|
- after update actions regrets:211.278|0.56253|1.88017|0.0701846|0.102447|0.10673|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.278
- total pot:3600
- python rec ai action: check
- community cards:Ad|Ks|9s|3c|
- mycard:0, range:0.0853788
- turn subgame infoset node:562080
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:205.033|8.90704|0.016|0|0.0434783|
- mycard range:0.0853788
- update strategy
- iter:12000
- after update actions regrets:205.737|-4070.39|-6526.28|-20702.3|-24992.3|
- after update actions average regrets:10949|0|0|0|0|
- AI take action:fold, probability:1, regret:205.737
- total pot:7200
- python rec ai action: fold
- -------------- game: 170 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: QsTh,
- board: AdKs9s3c
- action_history: 0:r200,1:r600,0:r1800,1:c/1:c,0:c/1:r3600,0:f
- total_win: 28750
- AI position:1
- AI card:Qs|5c
- -------------- game: 171 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Qs5c
- board:
- action_history: 0:f
- total_win: 28800
- AI position:0
- AI card:4s|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.257838, regret:551.995
- total pot:400
- python rec ai action: raise 300
- -------------- game: 172 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4s7d,
- board:
- action_history: 0:r300,1:f
- total_win: 28900
- AI position:1
- AI card:3s|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 173 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s7c
- board:
- action_history: 0:r300,1:f
- total_win: 28800
- AI position:0
- AI card:Ks|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656996, regret:1404.99
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1851.93|288.073|0|
- after update actions regrets:0|1851.93|288.073|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.865358, regret:1851.93
- total pot:1200
- python rec ai action: call
- community cards:3c|6c|2h|
- mycard:0, range:0.568158
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:164.395|43.5072|6.06974|0.0285616|0|0|0|
- after update actions regrets:164.395|43.5072|6.06974|0.0285616|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:call, probability:0.201878, regret:43.5072
- total pot:3600
- python rec ai action: call
- community cards:3c|6c|2h|6s|
- mycard:0, range:0.115509
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:177.336|26.4037|10.1929|0.0674222|0|
- mycard range:0.115509
- update strategy
- iter:12000
- after update actions regrets:-1711.33|208.742|-425.468|-482.594|-7446.66|
- after update actions average regrets:24.8098|8818.9|1990.59|0|0|
- AI take action:raise 3600, probability:0.183715, regret:-425.468
- total pot:7200
- python rec ai action: raise 3600
- -------------- game: 174 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: KsJh,
- board: 3c6c2h6s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:c/1:c,0:r3600,1:f
- total_win: 30600
- AI position:1
- AI card:8c|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 175 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4h8c
- board:
- action_history: 0:r300,1:f
- total_win: 30500
- AI position:0
- AI card:2s|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.679607, regret:1453.56
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5h|Td|8s|
- mycard:0, range:0.679233
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:181.018|24.355|1.23065|7.39655|0|0|0|0|
- after update actions regrets:181.018|24.355|1.23065|7.39655|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.849765, regret:181.018
- total pot:400
- python rec ai action: check
- community cards:5h|Td|8s|9h|
- mycard:0, range:0.574548
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.574548
- update strategy
- iter:12000
- after update actions regrets:724.881|-116282|-95687.1|-144696|-150032|-1.18944e+06|
- after update actions average regrets:10980|0|0|0|0|0|
- AI take action:fold, probability:1, regret:724.881
- total pot:800
- python rec ai action: fold
- -------------- game: 176 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 2sKh,
- board: 5hTd8s9h
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 30300
- AI position:1
- AI card:Qd|3h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985026, regret:2105.62
- total pot:200
- python rec ai action: check
- community cards:Js|4c|2d|
- mycard:1, range:0.983933
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.602|1.0438|1.0454|0.194866|0.113636|0|0|0|
- after update actions regrets:211.602|1.0438|1.0454|0.194866|0.113636|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.602
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.471|0.450304|0.0557002|0.0231279|0|
- after update actions regrets:213.471|0.450304|0.0557002|0.0231279|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.471
- total pot:400
- python rec ai action: fold
- -------------- game: 177 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qd3h
- board: Js4c2d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 30200
- AI position:0
- AI card:Ac|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.61956, regret:1324.49
- total pot:300
- python rec ai action: raise 200
- -------------- game: 178 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: AcAh,
- board:
- action_history: 0:r200,1:f
- total_win: 30300
- AI position:1
- AI card:7s|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.663079, regret:1417.19
- total pot:600
- python rec ai action: call
- community cards:3d|Td|8c|
- mycard:1, range:0.662237
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.419|0.384879|0.0210886|0.153792|0.0209343|0|0|0|
- after update actions regrets:213.419|0.384879|0.0210886|0.153792|0.0209343|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.419
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.317|0.415149|0.141269|0.126734|0|
- after update actions regrets:213.317|0.415149|0.141269|0.126734|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.317
- total pot:1200
- python rec ai action: fold
- -------------- game: 179 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 6c7s
- board: 3dTd8c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 30000
- AI position:0
- AI card:2s|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77
- total pot:150
- python rec ai action: fold
- -------------- game: 180 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 6h2s,
- board:
- action_history: 0:f
- total_win: 29950
- AI position:1
- AI card:7c|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:12.9364|1663.05|2.36307|9.0556|429.157|23.4369|0|0|0|
- after update actions regrets:12.9364|1663.05|2.36307|9.0556|429.157|23.4369|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.77783, regret:1663.05
- total pot:600
- python rec ai action: call
- community cards:4d|8c|Kc|
- mycard:1, range:0.777127
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.525|6.33793|0.650269|0.45541|0.0202259|0|0|0.0111554|
- after update actions regrets:206.525|6.33793|0.650269|0.45541|0.0202259|0|0|0.0111554|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.525
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4d|8c|Kc|Th|
- mycard:1, range:0.749982
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:1.81468|107.141|104.805|0.181094|0.0580407|
- mycard range:0.749982
- update strategy
- iter:12000
- after update actions regrets:17998.2|10628.5|15080.2|4959.59|-660817|
- after update actions average regrets:4419.12|3756.96|1844|391.927|0|
- AI take action:raise 300, probability:0.360807, regret:10628.5
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:4d|8c|Kc|Th|Js|
- mycard:1, range:0.270615
- before update actions:l|1|2|4|n|
- before update actions regrets:213.594|0.368281|0.0261059|0.0116026|0|
- mycard range:0.270615
- update strategy
- iter:12000
- after update actions regrets:2169.22|-191800|-362292|-559955|-3.71006e+06|
- after update actions average regrets:10343|0|0|0|0|
- AI take action:check, probability:1, regret:2169.22
- total pot:1200
- python rec ai action: check
- -------------- game: 181 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: 9h9d, Tc7c
- board: 4d8cKcThJs
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 30550
- AI position:0
- AI card:Ac|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.747777, regret:1598.06
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2h|Qd|Qc|
- mycard:0, range:0.746758
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:148.794|49.3527|15.8524|0|0.000835946|0|0|0|
- after update actions regrets:148.794|49.3527|15.8524|0|0.000835946|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.231132, regret:49.3527
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:124.727|87.5542|1.71886|0|
- after update actions regrets:124.727|87.5542|1.71886|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.410377, regret:87.5542
- total pot:2400
- python rec ai action: call
- community cards:2h|Qd|Qc|7c|
- mycard:0, range:0.0704596
- turn subgame infoset node:857920
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:210.809|2.78519|0.221436|0.184517|0|
- mycard range:0.0704596
- update strategy
- iter:12000
- after update actions regrets:803.156|-23496.9|-14805.4|-39969.5|-269944|
- after update actions average regrets:10926.7|0|0|1.32258|0|
- AI take action:check, probability:0.999908, regret:803.156
- total pot:2400
- python rec ai action: check
- community cards:2h|Qd|Qc|7c|3c|
- mycard:0, range:0.0704511
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.964|0.0357895|0|0|0|
- mycard range:0.0704511
- update strategy
- iter:12000
- after update actions regrets:1097.84|-2617.09|-14434.1|-18103.1|-91753.1|
- after update actions average regrets:10701|0|0|0|0|
- AI take action:check, probability:1, regret:1097.84
- total pot:2400
- python rec ai action: check
- -------------- game: 182 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: 2dAc, 9sQh
- board: 2hQdQc7c3c
- action_history: 0:r200,1:c/1:c,0:r200,1:r1000,0:c/1:c,0:c/1:c,0:c
- total_win: 29350
- AI position:1
- AI card:8s|5c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1703.46|5.15634|319.818|62.3826|19.1168|30.0682|0|0|
- after update actions regrets:1703.46|5.15634|319.818|62.3826|19.1168|30.0682|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.796539, regret:1703.46
- total pot:200
- python rec ai action: check
- community cards:Qh|6c|Tc|
- mycard:1, range:0.796008
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:161.11|41.8034|10.4352|0.423383|0.0761109|0.0193154|0.132963|0|
- after update actions regrets:161.11|41.8034|10.4352|0.423383|0.0761109|0.0193154|0.132963|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.759434, regret:161.11
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qh|6c|Tc|9s|
- mycard:1, range:0.599274
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:4.55562|9.38424|148.324|51.7359|0|
- mycard range:0.599274
- update strategy
- iter:12000
- after update actions regrets:-138.323|366.796|1066.74|550.147|-239717|
- after update actions average regrets:1778.74|2233.41|5438.37|533.132|0|
- AI take action:raise 100, probability:0.223703, regret:366.796
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Qh|6c|Tc|9s|6d|
- mycard:1, range:0.134061
- before update actions:l|1|2|4|n|
- before update actions regrets:17.3412|128.618|49.0054|19.0359|0|
- mycard range:0.134061
- update strategy
- iter:12000
- after update actions regrets:-1538.77|798.509|465.897|-3737.07|-31343.1|
- after update actions average regrets:23.0168|8493.91|1977.5|55.9795|0|
- AI take action:raise 200, probability:0.805176, regret:798.509
- total pot:600
- python rec ai action: raise 200
- -------------- game: 183 -----------------
- win_money: -400
- players: OpenStackTwo, Bot
- hand: 3sTd, 5c8s
- board: Qh6cTc9s6d
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:r200,0:c
- total_win: 28950
- AI position:0
- AI card:4s|6s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.699252, regret:1495.13
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Td|As|Ac|
- mycard:0, range:0.69866
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:145.377|68.3497|0.24794|0.0251701|0|0|0|0|
- after update actions regrets:145.377|68.3497|0.24794|0.0251701|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.680751, regret:145.377
- total pot:400
- python rec ai action: check
- community cards:Td|As|Ac|Th|
- mycard:0, range:0.474623
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:212.723|0.2741|1.00287|0|0|
- mycard range:0.474623
- update strategy
- iter:12000
- after update actions regrets:8522.23|9339.78|4408.51|-32750.5|-5.27742e+06|
- after update actions average regrets:7092.41|3755.81|84.3802|50.9108|0|
- AI take action:check, probability:0.645843, regret:8522.23
- total pot:400
- python rec ai action: check
- community cards:Td|As|Ac|Th|3h|
- mycard:0, range:0.306479
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.7|0|0|0|0|0.3|
- mycard range:0.306479
- update strategy
- iter:12000
- after update actions regrets:800.546|-125183|-48270.2|-32569.2|-48250.2|-657713|
- after update actions average regrets:10961|0|0|0|0|0|
- AI take action:fold, probability:1, regret:800.546
- total pot:800
- python rec ai action: fold
- -------------- game: 184 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6s4s,
- board: TdAsAcTh3h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 28750
- AI position:1
- AI card:7d|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.257491, regret:550.399
- total pot:400
- python rec ai action: raise 300
- -------------- game: 185 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Kh7d
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 28850
- AI position:0
- AI card:Ac|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673527, regret:1440.57
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|Ts|7s|
- mycard:0, range:0.673165
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:172.149|41.6582|0.0903755|0.017384|0.0404463|0|0|0.0442891|
- after update actions regrets:172.149|41.6582|0.0903755|0.017384|0.0404463|0|0|0.0442891|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.807512, regret:172.149
- total pot:400
- python rec ai action: check
- community cards:9c|Ts|7s|2h|
- mycard:0, range:0.541518
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.250974|207.226|0.940702|5.57476|0.00775194|0|
- mycard range:0.541518
- update strategy
- iter:12000
- after update actions regrets:14604.9|5219.85|-6589.44|-21031.8|-63168.4|-2.00007e+06|
- after update actions average regrets:8006.42|1345.4|1383.72|0.336681|53.8493|0|
- AI take action:fold, probability:0.74219, regret:14604.9
- total pot:800
- python rec ai action: fold
- -------------- game: 186 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ac7d,
- board: 9cTs7s2h
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 28650
- AI position:1
- AI card:3d|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1426.07|9.79565|468.577|185.24|48.4468|1.72282|0.142953|0|
- after update actions regrets:1426.07|9.79565|468.577|185.24|48.4468|1.72282|0.142953|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.667291, regret:1426.07
- total pot:200
- python rec ai action: check
- community cards:5s|9h|2c|
- mycard:1, range:0.66639
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.461|0.278759|0.0865006|0.131204|0|0.0428271|0|0|
- after update actions regrets:213.461|0.278759|0.0865006|0.131204|0|0.0428271|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.461
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5s|9h|2c|7d|
- mycard:1, range:0.664711
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.664711
- update strategy
- iter:12000
- after update actions regrets:281.544|-4031.46|-4995.46|-9596.46|-252404|
- after update actions average regrets:10229|0|0|0|0|
- AI take action:check, probability:1, regret:281.544
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5s|9h|2c|7d|7h|
- mycard:1, range:0.664711
- before update actions:l|1|2|4|n|
- before update actions regrets:213.437|0.563132|0|0|0|
- mycard range:0.664711
- update strategy
- iter:12000
- after update actions regrets:385.423|-549.45|-104.014|-144.014|-4564.01|
- after update actions average regrets:9121.88|163.432|412.445|385.356|0|
- AI take action:check, probability:0.904771, regret:385.423
- total pot:200
- python rec ai action: check
- -------------- game: 187 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: QcTs, 3dQd
- board: 5s9h2c7d7h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 28550
- AI position:0
- AI card:Js|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.741815, regret:1586.79
- total pot:300
- python rec ai action: raise 200
- -------------- game: 188 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7cJs,
- board:
- action_history: 0:r200,1:f
- total_win: 28650
- AI position:1
- AI card:As|Qc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.890501, regret:1903.05
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:8h|5d|Ac|
- mycard:1, range:0.889275
- before update actions:l|1|2|4|8|n|
- before update actions regrets:160.726|51.4175|1.51913|0.1877|0.0993437|0.0500178|
- after update actions regrets:160.726|51.4175|1.51913|0.1877|0.0993437|0.0500178|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.754717, regret:160.726
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:8h|5d|Ac|2s|
- mycard:1, range:0.667897
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:0.66838|49.4089|163.037|0.875814|0.00975492|
- mycard range:0.667897
- update strategy
- iter:12000
- after update actions regrets:20954.3|60713.1|43693.7|-102600|-744489|
- after update actions average regrets:3364.62|4144.31|2648.26|358.848|0|
- AI take action:raise 1500, probability:0.394141, regret:60713.1
- total pot:4500
- python rec ai action: raise 1500
- -------------- game: 189 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: , AsQc
- board: 8h5dAc2s
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:r1500,0:f
- total_win: 30150
- AI position:0
- AI card:8s|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.6319|1556.74|506.626|0|0|0|0|0|
- after update actions regrets:0|76.6319|1556.74|506.626|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.727783, regret:1556.74
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:378.754|1461.08|300.162|0|
- after update actions regrets:378.754|1461.08|300.162|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.140252, regret:300.162
- total pot:2400
- python rec ai action: raise 1800
- opp action:call
- total pot:3600
- community cards:9h|Jd|Qc|
- mycard:0, range:0.102034
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|8|n|
- before update actions regrets:11.8873|166.634|35.3857|0.0284|0|0.0643294|
- after update actions regrets:11.8873|166.634|35.3857|0.0284|0|0.0643294|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1800, probability:0.783019, regret:166.634
- total pot:5400
- python rec ai action: raise 1800
- opp action:call
- total pot:7200
- community cards:9h|Jd|Qc|Ac|
- mycard:0, range:0.0794503
- turn subgame infoset node:207168
- opp action:check
- total pot:7200
- before update actions:l|1|2|4|n|
- before update actions regrets:10.2361|196.761|6.83865|0.0670793|0.096953|
- mycard range:0.0794503
- update strategy
- iter:12000
- after update actions regrets:-510.935|-230.41|561.667|-8605.1|-8200.07|
- after update actions average regrets:217.29|1991.54|8755.77|0|0|
- AI take action:raise 7200, probability:0.798595, regret:561.667
- total pot:14400
- python rec ai action: raise 7200
- -------------- game: 190 -----------------
- win_money: 3600
- players: Bot, OpenStackTwo
- hand: 8sKc,
- board: 9hJdQcAc
- action_history: 0:r200,1:r600,0:r1800,1:c/1:c,0:r1800,1:c/1:c,0:r7200,1:f
- total_win: 33750
- AI position:1
- AI card:4c|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:767.211|16.5501|906.291|375.448|74.5007|0|0|0|
- after update actions regrets:767.211|16.5501|906.291|375.448|74.5007|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.358746, regret:767.211
- total pot:200
- python rec ai action: check
- community cards:8c|Ah|7s|
- mycard:1, range:0.35851
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.139|4.40614|3.99618|0.458789|0|0|0|0|
- after update actions regrets:205.139|4.40614|3.99618|0.458789|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.139
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8c|Ah|7s|Qs|
- mycard:1, range:0.343665
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.584|0.415999|0|0|0|
- mycard range:0.343665
- update strategy
- iter:12000
- after update actions regrets:1406.66|215.495|-3728.92|-3073.92|-96378.9|
- after update actions average regrets:6473.02|2747.71|539.882|394.061|0|
- AI take action:check, probability:0.637546, regret:1406.66
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8c|Ah|7s|Qs|6d|
- mycard:1, range:0.219067
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.219067
- update strategy
- iter:12000
- after update actions regrets:216.125|-5079.87|-12744.9|-19377.9|-119629|
- after update actions average regrets:10440|0|0|0|0|
- AI take action:check, probability:1, regret:216.125
- total pot:200
- python rec ai action: check
- -------------- game: 191 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: Jc3c, 4h4c
- board: 8cAh7sQs6d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 33850
- AI position:0
- AI card:4s|Js
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.275|1633.36|368.785|3.57776|0|0|0|0|
- after update actions regrets:0|134.275|1633.36|368.785|3.57776|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.763798, regret:1633.36
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8s|Kd|5d|
- mycard:0, range:0.763253
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:6.48989|118.579|83.9968|4.64542|0.275152|0.00521042|0.00400802|0.00425852|
- after update actions regrets:6.48989|118.579|83.9968|4.64542|0.275152|0.00521042|0.00400802|0.00425852|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.393365, regret:83.9968
- total pot:800
- python rec ai action: raise 400
- -------------- game: 192 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4sJs,
- board: 8sKd5d
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 34050
- AI position:1
- AI card:9s|Qs
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:937.509|16.6884|811.625|287.997|77.4613|8.71875|0|0|
- after update actions regrets:937.509|16.6884|811.625|287.997|77.4613|8.71875|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.379682, regret:811.625
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5d|Ac|9d|
- mycard:1, range:0.379264
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:137.553|73.8318|2.04494|0.443633|0.126246|0|0|0|
- after update actions regrets:137.553|73.8318|2.04494|0.443633|0.126246|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.34434, regret:73.8318
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:5d|Ac|9d|Tc|
- mycard:1, range:0.130849
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:186.983|26.9701|0.0466657|0|0|
- mycard range:0.130849
- update strategy
- iter:12000
- after update actions regrets:960.255|3641.24|-10983.7|-18648.7|-113398|
- after update actions average regrets:4849.71|5703.78|57.8887|54.3441|0|
- AI take action:raise 600, probability:0.53484, regret:3641.24
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:5d|Ac|9d|Tc|9h|
- mycard:1, range:0.0699751
- before update actions:l|1|2|4|n|
- before update actions regrets:75.17|11.3649|91.5601|35.8298|0.0750976|
- mycard range:0.0699751
- update strategy
- iter:12000
- after update actions regrets:-2127.99|4857.2|-3432.6|-11555.3|-86346.1|
- after update actions average regrets:2215.64|7855.58|375.602|0|0|
- AI take action:check, probability:0.212063, regret:-2127.99
- total pot:2400
- python rec ai action: check
- -------------- game: 193 -----------------
- win_money: 1200
- players: OpenStackTwo, Bot
- hand: TdJh, Qs9s
- board: 5dAc9dTc9h
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:r600,0:c/1:c,0:c
- total_win: 35250
- AI position:0
- AI card:4s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.685688, regret:1466.85
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|Ts|6s|
- mycard:0, range:0.685446
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:142.808|55.503|15.0095|0.679012|0|0|0|0|
- after update actions regrets:142.808|55.503|15.0095|0.679012|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.669811, regret:142.808
- total pot:400
- python rec ai action: check
- community cards:3h|Ts|6s|Ks|
- mycard:0, range:0.457418
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.731|0.119972|0.0787704|0.0700058|0|0|
- mycard range:0.457418
- update strategy
- iter:12000
- after update actions regrets:-8887.18|17802.2|-11579.8|-11312.8|-42412.9|-554092|
- after update actions average regrets:0|10872.3|0|92.6176|0|0|
- AI take action:call, probability:0.991609, regret:17802.2
- total pot:1200
- python rec ai action: call
- community cards:3h|Ts|6s|Ks|8c|
- mycard:0, range:0.453555
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.857|0|0|0|0.143325|0|
- mycard range:0.453555
- update strategy
- iter:12000
- after update actions regrets:449.363|-98489.5|-11250.5|-20756.5|-49801.4|-98336.5|
- after update actions average regrets:10976|0|0|0|0|0|
- AI take action:fold, probability:1, regret:449.363
- total pot:2400
- python rec ai action: fold
- -------------- game: 194 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 4s5d,
- board: 3hTs6sKs8c
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:r1200,0:f
- total_win: 34650
- AI position:1
- AI card:9s|4c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2133.96|0|0.495258|0|0.283398|5.17373|0.0835608|0|
- after update actions regrets:2133.96|0|0.495258|0|0.283398|5.17373|0.0835608|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.997661, regret:2133.96
- total pot:200
- python rec ai action: check
- community cards:7c|Qs|2h|
- mycard:1, range:0.997179
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:174.864|37.8392|1.29719|0|0|0|0|0|
- after update actions regrets:174.864|37.8392|1.29719|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.820755, regret:174.864
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7c|Qs|2h|8h|
- mycard:1, range:0.814815
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:207.623|0.848642|0.756546|4.7714|0|
- mycard range:0.814815
- update strategy
- iter:12000
- after update actions regrets:117.103|615.328|758.236|-577.749|-96955.5|
- after update actions average regrets:2571.76|2378.78|5128.42|4.7336|0|
- AI take action:check, probability:0.255034, regret:117.103
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7c|Qs|2h|8h|Js|
- mycard:1, range:0.207811
- before update actions:l|1|2|4|n|
- before update actions regrets:123.105|29.6888|42.3972|18.8094|0|
- mycard range:0.207811
- update strategy
- iter:12000
- after update actions regrets:-1591.62|-148.037|648.671|46.0833|-23913.7|
- after update actions average regrets:2955.9|2246.18|4253.35|972.343|0|
- AI take action:raise 200, probability:0.407923, regret:648.671
- total pot:400
- python rec ai action: raise 200
- -------------- game: 195 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9s4c
- board: 7cQs2h8hJs
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r200,0:f
- total_win: 34750
- AI position:0
- AI card:2s|6s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.596819, regret:1276.41
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Td|4d|7h|
- mycard:0, range:0.596451
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.50253|47.4505|100.544|53.8374|8.81393|1.46828|0.382848|0|
- after update actions regrets:1.50253|47.4505|100.544|53.8374|8.81393|1.46828|0.382848|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.47619, regret:100.544
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:Td|4d|7h|9s|
- mycard:0, range:0.280233
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:93.3672|99.664|19.9466|1.02224|0|
- mycard range:0.280233
- update strategy
- iter:12000
- after update actions regrets:38738.8|-19032.9|-89187.6|-226542|-2.06235e+06|
- after update actions average regrets:4375.45|2425.57|4197.42|0|0|
- AI take action:check, probability:0.397836, regret:38738.8
- total pot:1200
- python rec ai action: check
- community cards:Td|4d|7h|9s|Qh|
- mycard:0, range:0.111484
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:205.199|4.45099|2.26098|2.08937|0|
- mycard range:0.111484
- update strategy
- iter:12000
- after update actions regrets:2058.17|-28264.6|-67843.8|-165697|-1.04598e+06|
- after update actions average regrets:10964.2|0|33.8177|0|0|
- AI take action:check, probability:0.996999, regret:2058.17
- total pot:1200
- python rec ai action: check
- -------------- game: 196 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2s6s, Js7c
- board: Td4d7h9sQh
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:c,0:c
- total_win: 34150
- AI position:1
- AI card:Kc|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.595695, regret:1273.51
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:Kd|6s|6d|
- mycard:1, range:0.5951
- before update actions:l|1|2|4|8|n|
- before update actions regrets:179.557|9.35687|24.2846|0.547197|0.150394|0.104222|
- after update actions regrets:179.557|9.35687|24.2846|0.547197|0.150394|0.104222|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.84434, regret:179.557
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:Kd|6s|6d|Ac|
- mycard:1, range:0.499318
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:185.549|27.9848|0.331788|0.134508|0|
- mycard range:0.499318
- update strategy
- iter:12000
- after update actions regrets:21307.6|-75748|-558139|-1.17887e+06|-2.48826e+06|
- after update actions average regrets:10277.7|353.66|0|0|0|
- AI take action:check, probability:0.966792, regret:21307.6
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:Kd|6s|6d|Ac|As|
- mycard:1, range:0.482708
- before update actions:l|1|2|4|n|
- before update actions regrets:210.947|0.28056|2.6742|0.0981543|0|
- mycard range:0.482708
- update strategy
- iter:12000
- after update actions regrets:9884.03|17549.4|14545|-507094|-3.27254e+06|
- after update actions average regrets:2613.78|6222.74|1583.95|0|0|
- AI take action:raise 1500, probability:0.597236, regret:17549.4
- total pot:4500
- python rec ai action: raise 1500
- -------------- game: 197 -----------------
- win_money: 3000
- players: OpenStackTwo, Bot
- hand: JcKs, KcQd
- board: Kd6s6dAcAs
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:c/1:r1500,0:c
- total_win: 37150
- AI position:0
- AI card:Jc|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.76088, regret:1626.99
- total pot:300
- python rec ai action: raise 200
- -------------- game: 198 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Jc8h,
- board:
- action_history: 0:r200,1:f
- total_win: 37250
- AI position:1
- AI card:3c|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 199 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9d3c
- board:
- action_history: 0:r300,1:f
- total_win: 37150
- AI position:0
- AI card:3s|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.555659, regret:1188.52
- total pot:300
- python rec ai action: raise 200
- -------------- game: 200 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3h3s,
- board:
- action_history: 0:r200,1:f
- total_win: 37250
- AI position:1
- AI card:7c|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.822649, regret:1758.5
- total pot:200
- python rec ai action: check
- community cards:Jc|Ts|7h|
- mycard:1, range:0.821729
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.252|30.4712|8.23147|2.95323|0.583086|0.238822|0.122956|0.147128|
- after update actions regrets:171.252|30.4712|8.23147|2.95323|0.583086|0.238822|0.122956|0.147128|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.810427, regret:171.252
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0.151187|141.24|52.0337|20.1357|0.439588|
- after update actions regrets:0.151187|141.24|52.0337|20.1357|0.439588|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.661972, regret:141.24
- total pot:600
- python rec ai action: call
- community cards:Jc|Ts|7h|4h|
- mycard:1, range:0.434005
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.62|2.12025|0.239543|0.0198851|0|
- mycard range:0.434005
- update strategy
- iter:12000
- after update actions regrets:2103.05|-2035.45|-8234.33|-10443.5|-63986.6|
- after update actions average regrets:9538.91|668.714|193.833|101.779|0|
- AI take action:check, probability:0.908381, regret:2103.05
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jc|Ts|7h|4h|Td|
- mycard:1, range:0.394158
- before update actions:l|1|2|4|n|
- before update actions regrets:112.148|0.604626|101.199|0.0491452|0|
- mycard range:0.394158
- update strategy
- iter:12000
- after update actions regrets:290.458|-168.085|-1075.49|-4181.45|-14970.7|
- after update actions average regrets:9492.45|834.425|66.9882|0|0|
- AI take action:check, probability:0.913395, regret:290.458
- total pot:600
- python rec ai action: check
- -------------- game: 201 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: Js3s, Jd7c
- board: JcTs7h4hTd
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 37250
- AI position:0
- AI card:7s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|111.836|1255.9|761.315|10.8997|0.0532512|0|0|0|
- after update actions regrets:0|111.836|1255.9|761.315|10.8997|0.0532512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.587272, regret:1255.9
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|8c|8d|
- mycard:0, range:0.586867
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.304|0.423435|0.00311284|0.139633|0.0883919|0.00645695|0|0.0354305|
- after update actions regrets:213.304|0.423435|0.00311284|0.139633|0.0883919|0.00645695|0|0.0354305|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.304
- total pot:400
- python rec ai action: check
- community cards:Ks|8c|8d|Kd|
- mycard:0, range:0.584957
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.527|0.294309|0.155972|0.0223864|0|
- mycard range:0.584957
- update strategy
- iter:12000
- after update actions regrets:11995.2|-5781.02|-27518.8|-104813|-6.9526e+06|
- after update actions average regrets:5826.27|4786.91|350.947|0|0|
- AI take action:raise 200, probability:0.436599, regret:-5781.02
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ks|8c|8d|Kd|7h|
- mycard:0, range:0.255391
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:211.121|2.50392|0.296166|0.0786173|0|
- mycard range:0.255391
- update strategy
- iter:12000
- after update actions regrets:6855.82|-79438.8|-32469|-65769.2|-4.94091e+06|
- after update actions average regrets:10630|0.206172|289.241|0|0|
- AI take action:check, probability:0.973532, regret:6855.82
- total pot:800
- python rec ai action: check
- -------------- game: 202 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 7sAs, Qd5c
- board: Ks8c8dKd7h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 37650
- AI position:1
- AI card:9s|Jc
- -------------- game: 203 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Jc9s
- board:
- action_history: 0:f
- total_win: 37700
- AI position:0
- AI card:9s|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0388213, regret:83.6145
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:6c|6h|3c|
- mycard:0, range:0.0390722
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:184.995|7.53103|20.4253|1.03567|0.0129801|0|0|0|
- after update actions regrets:184.995|7.53103|20.4253|1.03567|0.0129801|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.867925, regret:184.995
- total pot:200
- python rec ai action: check
- community cards:6c|6h|3c|Ks|
- mycard:0, range:0.0337765
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:47.4078|44.987|121.605|0|0|
- mycard range:0.0337765
- update strategy
- iter:12000
- after update actions regrets:1953.91|-37924.5|-60561.9|-181072|-4.3039e+06|
- after update actions average regrets:10886.3|51.6789|0|0|0|
- AI take action:check, probability:0.995337, regret:1953.91
- total pot:200
- python rec ai action: check
- community cards:6c|6h|3c|Ks|7c|
- mycard:0, range:0.0336169
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.3|1.36622|212.334|0|0|
- mycard range:0.0336169
- update strategy
- iter:12000
- after update actions regrets:-68150.1|-5877.04|2500.93|-4271.4|-1.12744e+06|
- after update actions average regrets:0|249.64|10555.8|0|0|
- AI take action:raise 200, probability:0.976953, regret:2500.93
- total pot:400
- python rec ai action: raise 200
- -------------- game: 204 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9d9s,
- board: 6c6h3cKs7c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 37800
- AI position:1
- AI card:4d|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.904071, regret:1932.85
- total pot:600
- python rec ai action: call
- community cards:3s|7c|6h|
- mycard:1, range:0.903203
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.24|14.9632|2.69981|0.0810619|0.00514052|0|0.0108668|0|
- after update actions regrets:196.24|14.9632|2.69981|0.0810619|0.00514052|0|0.0108668|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.24
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:7.01625|193.286|3.63459|10.0561|0.00697916|
- after update actions regrets:7.01625|193.286|3.63459|10.0561|0.00697916|
- after update actions average regrets:0|0|0|0|0|
- AI take action:raise 2400, probability:0.0469484, regret:10.0561
- total pot:3600
- python rec ai action: raise 2400
- opp action:call
- total pot:5400
- community cards:3s|7c|6h|4s|
- mycard:1, range:0.03892
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:31.2216|99.3936|83.2967|0.053575|0.0345418|
- mycard range:0.03892
- update strategy
- iter:12000
- after update actions regrets:15647|6512.51|4945.41|-16882.8|-188814|
- after update actions average regrets:3321.68|3483.92|3615.45|0|0|
- AI take action:raise 5400, probability:0.346962, regret:4945.41
- total pot:10800
- python rec ai action: raise 5400
- -------------- game: 205 -----------------
- win_money: 2700
- players: OpenStackTwo, Bot
- hand: , Ah4d
- board: 3s7c6h4s
- action_history: 0:r300,1:c/1:c,0:r600,1:r2400,0:c/1:r5400,0:f
- total_win: 40500
- AI position:0
- AI card:As|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.55
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1292.37|847.629|0|
- after update actions regrets:0|1292.37|847.629|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.395979, regret:847.629
- total pot:2400
- python rec ai action: raise 1800
- -------------- game: 206 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: AsQh,
- board:
- action_history: 0:r200,1:r600,0:r1800,1:f
- total_win: 41100
- AI position:1
- AI card:2c|Ad
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1703.79|5.73129|292.605|63.0419|18.8629|51.6745|4.10243|0.190188|
- after update actions regrets:1703.79|5.73129|292.605|63.0419|18.8629|51.6745|4.10243|0.190188|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.797285, regret:1703.79
- total pot:200
- python rec ai action: check
- community cards:Jc|8d|9h|
- mycard:1, range:0.796164
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.591|0.365995|0.0426946|0|0|0|0|0|
- after update actions regrets:213.591|0.365995|0.0426946|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.591
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jc|8d|9h|8s|
- mycard:1, range:0.794644
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:203.687|10.1685|0.144235|0|0|
- mycard range:0.794644
- update strategy
- iter:12000
- after update actions regrets:1872.06|1105.87|-2028.48|-10398.6|-150779|
- after update actions average regrets:5314.28|4015.44|878.622|53.8181|0|
- AI take action:raise 100, probability:0.391326, regret:1105.87
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Jc|8d|9h|8s|8h|
- mycard:1, range:0.310933
- before update actions:l|1|2|4|n|
- before update actions regrets:213.959|0.0407083|0|0|0|
- mycard range:0.310933
- update strategy
- iter:12000
- after update actions regrets:855.355|-9934.56|-12178.6|-29399.6|-152441|
- after update actions average regrets:10565|0|0|0|0|
- AI take action:check, probability:1, regret:855.355
- total pot:400
- python rec ai action: check
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|n|
- before update actions regrets:507.995|-309.478|-1749.72|-1297.73|-92966.7|
- mycard range:0.310933
- update strategy
- iter:12000
- after update actions regrets:535.325|-529.148|-2758.39|-2048.4|-214352|
- after update actions average regrets:20024.1|1150.31|17.7137|0|0|
- AI take action:fold, probability:0.944929, regret:535.325
- total pot:800
- python rec ai action: fold
- -------------- game: 207 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: , Ad2c
- board: Jc8d9h8s8h
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:c,0:r400,1:f
- total_win: 40900
- AI position:0
- AI card:5c|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.249766, regret:534.448
- total pot:400
- python rec ai action: raise 300
- -------------- game: 208 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6h5c,
- board:
- action_history: 0:r300,1:f
- total_win: 41000
- AI position:1
- AI card:Qc|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.595695, regret:1273.51
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:6h|Jc|8h|
- mycard:1, range:0.5951
- before update actions:l|1|2|4|8|n|
- before update actions regrets:1.59348|189.152|10.5585|12.6832|0|0.013246|
- after update actions regrets:1.59348|189.152|10.5585|12.6832|0|0.013246|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.891509, regret:189.152
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:6h|Jc|8h|Tc|
- mycard:1, range:0.526
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:194.346|14.4526|5.1005|0|0.10136|
- mycard range:0.526
- update strategy
- iter:12000
- after update actions regrets:74176.4|-59183|-20944.4|59920.5|124868|
- after update actions average regrets:2392.62|208.059|114.808|3304.22|4460.29|
- AI take action:check, probability:0.228288, regret:74176.4
- total pot:6000
- python rec ai action: check
- opp action:check
- total pot:6000
- community cards:6h|Jc|8h|Tc|Ks|
- mycard:1, range:0.120088
- before update actions:l|1|2|4|n|
- before update actions regrets:212.753|0.128571|0.869961|0.193318|0.0547068|
- mycard range:0.120088
- update strategy
- iter:12000
- after update actions regrets:-33006.2|30397.2|-479759|-616965|-461079|
- after update actions average regrets:1005|9404.77|0|0|0|
- AI take action:raise 3000, probability:0.903536, regret:30397.2
- total pot:9000
- python rec ai action: raise 3000
- -------------- game: 209 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: QhKc, KhQc
- board: 6hJc8hTcKs
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:c/1:c,0:c/1:r3000,0:c
- total_win: 41000
- AI position:0
- AI card:5d|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.675714, regret:1444.57
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|6h|9s|
- mycard:0, range:0.675031
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:99.7356|111.873|1.23673|0.487724|0.663164|0.00355499|0|0|
- after update actions regrets:99.7356|111.873|1.23673|0.487724|0.663164|0.00355499|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.469194, regret:99.7356
- total pot:400
- python rec ai action: check
- community cards:2s|6h|9s|2c|
- mycard:0, range:0.314601
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:199.812|4.40454|9.54929|0.233704|0|
- mycard range:0.314601
- update strategy
- iter:12000
- after update actions regrets:8451.21|13824.8|5081.95|-45919.4|-4.09619e+06|
- after update actions average regrets:4880.21|5723.31|122.864|66.8871|0|
- AI take action:raise 200, probability:0.530349, regret:13824.8
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:2s|6h|9s|2c|5c|
- mycard:0, range:0.166822
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.946|0.0544312|0|0|0|
- mycard range:0.166822
- update strategy
- iter:12000
- after update actions regrets:258.467|-503010|-327464|-201323|-1.65511e+06|
- after update actions average regrets:10666|0|0|0|0|
- AI take action:check, probability:1, regret:258.467
- total pot:800
- python rec ai action: check
- -------------- game: 210 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Th5d, 8dQs
- board: 2s6h9s2c5c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 41400
- AI position:1
- AI card:6h|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:18.268|1855.01|1.75459|5.84185|241.42|17.7028|0|0|0|
- after update actions regrets:18.268|1855.01|1.75459|5.84185|241.42|17.7028|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.868039, regret:1855.01
- total pot:600
- python rec ai action: call
- community cards:Th|6s|3c|
- mycard:1, range:0.866828
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:161.978|47.0698|4.54051|0.291324|0.0535376|0.011411|0.0123545|0.0429492|
- after update actions regrets:161.978|47.0698|4.54051|0.291324|0.0535376|0.011411|0.0123545|0.0429492|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.759434, regret:161.978
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Th|6s|3c|5h|
- mycard:1, range:0.656108
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:147.147|65.8198|1.03329|0|0|
- mycard range:0.656108
- update strategy
- iter:12000
- after update actions regrets:7945.71|27268.4|1301.6|-7898.43|-828014|
- after update actions average regrets:4896.4|4150.23|702.736|115.808|0|
- AI take action:raise 300, probability:0.420764, regret:27268.4
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Th|6s|3c|5h|9h|
- mycard:1, range:0.276022
- before update actions:l|1|2|4|n|
- before update actions regrets:141.082|28.8466|21.4834|22.5883|0|
- mycard range:0.276022
- update strategy
- iter:12000
- after update actions regrets:6860.07|14087.8|960.472|8500.58|-704637|
- after update actions average regrets:999.464|4937.14|3152.72|1114.31|0|
- AI take action:raise 600, probability:0.483925, regret:14087.8
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 211 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , Jh6h
- board: Th6s3c5h9h
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:f
- total_win: 42000
- AI position:0
- AI card:8d|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738541, regret:1579.33
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6s|5s|6h|
- mycard:0, range:0.738003
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:102.405|99.6436|0.512004|10.5093|0.930479|0|0|0|
- after update actions regrets:102.405|99.6436|0.512004|10.5093|0.930479|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.469194, regret:99.6436
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:6s|5s|6h|Kc|
- mycard:0, range:0.343632
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:167.09|1.76944|42.0682|3.0727|0|
- mycard range:0.343632
- update strategy
- iter:12000
- after update actions regrets:1313.31|26982|-90092.7|-126801|-2.13816e+06|
- after update actions average regrets:349.135|7788.28|0|2603.97|0|
- AI take action:raise 400, probability:0.72514, regret:26982
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:6s|5s|6h|Kc|Kh|
- mycard:0, range:0.249158
- opp action:raise 1600
- total pot:3200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:31.4977|181.442|0.911175|0.101421|0.0469232|0.000529101|
- mycard range:0.249158
- update strategy
- iter:12000
- after update actions regrets:5799.63|9281.57|-12465|-125725|-489593|-724716|
- after update actions average regrets:4930.29|5874.39|0|0|0|0|
- AI take action:call, probability:0.543688, regret:9281.57
- total pot:4800
- python rec ai action: call
- -------------- game: 212 -----------------
- win_money: 2400
- players: Bot, OpenStackTwo
- hand: 8dTh, 3h5d
- board: 6s5s6hKcKh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:r1600,0:c
- total_win: 44400
- AI position:1
- AI card:7s|Js
- -------------- game: 213 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7sJs
- board:
- action_history: 0:f
- total_win: 44450
- AI position:0
- AI card:8h|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.304022, regret:650.229
- total pot:400
- python rec ai action: raise 300
- -------------- game: 214 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8hKh,
- board:
- action_history: 0:r300,1:f
- total_win: 44550
- AI position:1
- AI card:2s|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 215 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2sTd
- board:
- action_history: 0:r300,1:f
- total_win: 44450
- AI position:0
- AI card:2c|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0636406, regret:136.914
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:6d|8d|4s|
- mycard:0, range:0.0639783
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:166.176|43.288|0.517956|1.62985|0.24182|1.86863|0.277987|0|
- after update actions regrets:166.176|43.288|0.517956|1.62985|0.24182|1.86863|0.277987|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.78673, regret:166.176
- total pot:200
- python rec ai action: check
- community cards:6d|8d|4s|Qc|
- mycard:0, range:0.0496806
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:211.729|1.8033|0.304744|0.162827|0|
- mycard range:0.0496806
- update strategy
- iter:12000
- after update actions regrets:3743.5|-30311.4|-43886.9|-69141.1|-2.65971e+06|
- after update actions average regrets:10825.8|0|41.1737|0|0|
- AI take action:check, probability:0.996227, regret:3743.5
- total pot:200
- python rec ai action: check
- community cards:6d|8d|4s|Qc|2d|
- mycard:0, range:0.0494924
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0494924
- update strategy
- iter:12000
- after update actions regrets:242.397|-51661.6|-63926.6|-65181.6|-964147|
- after update actions average regrets:10715|0|0|0|0|
- AI take action:check, probability:1, regret:242.397
- total pot:200
- python rec ai action: check
- -------------- game: 216 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: Ah2c, 4d8s
- board: 6d8d4sQc2d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 44350
- AI position:1
- AI card:3d|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 217 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3d8h
- board:
- action_history: 0:r300,1:f
- total_win: 44250
- AI position:0
- AI card:6c|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77
- total pot:150
- python rec ai action: fold
- -------------- game: 218 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d6c,
- board:
- action_history: 0:f
- total_win: 44200
- AI position:1
- AI card:6d|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1513.01|4.27941|338.759|160.923|64.4991|58.5305|0|0|
- after update actions regrets:1513.01|4.27941|338.759|160.923|64.4991|58.5305|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.158166, regret:338.759
- total pot:400
- python rec ai action: raise 300
- -------------- game: 219 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 6d4h
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 44300
- AI position:0
- AI card:7d|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12
- total pot:150
- python rec ai action: fold
- -------------- game: 220 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2h7d,
- board:
- action_history: 0:f
- total_win: 44250
- AI position:1
- AI card:Jc|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:9.38926|21.1532|1075.81|497.478|201.809|320.175|11.9551|2.2274|
- after update actions regrets:9.38926|21.1532|1075.81|497.478|201.809|320.175|11.9551|2.2274|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.232678, regret:497.478
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:Js|Th|6c|
- mycard:1, range:0.232466
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:134.044|42.1623|37.5465|0.116944|0.129914|0|0|
- after update actions regrets:134.044|42.1623|37.5465|0.116944|0.129914|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.629108, regret:134.044
- total pot:1000
- python rec ai action: check
- opp action:check
- total pot:1000
- community cards:Js|Th|6c|Qd|
- mycard:1, range:0.145611
- turn subgame infoset node:2118368
- before update actions:l|1|2|4|n|
- before update actions regrets:35.0492|102.99|12.77|63.1713|0.0197531|
- mycard range:0.145611
- update strategy
- iter:12000
- after update actions regrets:3807.5|360.444|5136.22|1690.63|-217396|
- after update actions average regrets:2701.25|2111.62|4026.36|1571.26|0|
- AI take action:raise 1000, probability:0.386781, regret:5136.22
- total pot:2000
- python rec ai action: raise 1000
- opp action:call
- total pot:3000
- community cards:Js|Th|6c|Qd|Td|
- mycard:1, range:0.0563166
- before update actions:l|1|2|4|n|
- before update actions regrets:180.069|1.05832|32.3204|0.301882|0.250608|
- mycard range:0.0563166
- update strategy
- iter:12000
- after update actions regrets:9602.05|-46043|-45823.7|-32903.7|-463.767|
- after update actions average regrets:8680.46|26.3798|0.0348779|27.8663|1789.46|
- AI take action:check, probability:0.824938, regret:9602.05
- total pot:3000
- python rec ai action: check
- opp action:raise 3000
- total pot:6000
- before update actions:d|l|1|2|n|
- before update actions regrets:-370336|-151780|-21581.2|-8742.63|1036.3|
- mycard range:0.0563166
- update strategy
- iter:12000
- after update actions regrets:-675647|-270174|-43018.2|-11578.6|1036.3|
- after update actions average regrets:0|0|0|8.83956|20865.5|
- AI take action:allin, probability:1, regret:1036.3
- total pot:24500
- python rec ai action: allin
- -------------- game: 221 -----------------
- win_money: 4500
- players: OpenStackTwo, Bot
- hand: , JdJc
- board: JsTh6cQdTd
- action_history: 0:c,1:r500,0:c/1:c,0:c/1:r1000,0:c/1:c,0:r3000,1:r18500,0:f
- total_win: 48750
- AI position:0
- AI card:3s|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.175398, regret:375.441
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:6d|9c|8h|
- mycard:0, range:0.17544
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.356|19.0932|5.86741|0.616361|0.00588235|0.0285294|0.0129412|0.02|
- after update actions regrets:188.356|19.0932|5.86741|0.616361|0.00588235|0.0285294|0.0129412|0.02|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.886792, regret:188.356
- total pot:600
- python rec ai action: check
- community cards:6d|9c|8h|3h|
- mycard:0, range:0.154416
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.87|0.0733477|0.0571429|0|0|
- mycard range:0.154416
- update strategy
- iter:12000
- after update actions regrets:4295.33|-38729.5|-92092.5|-129490|-2.43199e+06|
- after update actions average regrets:10990|0|0|0|0|
- AI take action:check, probability:1, regret:4295.33
- total pot:600
- python rec ai action: check
- community cards:6d|9c|8h|3h|Kd|
- mycard:0, range:0.154416
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.904|0.00666667|0.0466667|0.0421687|0|
- mycard range:0.154416
- update strategy
- iter:12000
- after update actions regrets:1280.02|-27541.9|-49335.8|-103020|-1.51008e+06|
- after update actions average regrets:10981|0|0|0|0|
- AI take action:check, probability:1, regret:1280.02
- total pot:600
- python rec ai action: check
- -------------- game: 222 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 3sAd, 6cAc
- board: 6d9c8h3hKd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48450
- AI position:1
- AI card:2s|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 223 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s8c
- board:
- action_history: 0:r300,1:f
- total_win: 48350
- AI position:0
- AI card:9s|Js
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.355|1327.23|690.461|9.7749|0.180912|0|0|0|
- after update actions regrets:0|112.355|1327.23|690.461|9.7749|0.180912|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.620674, regret:1327.23
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|Th|5d|
- mycard:0, range:0.6202
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:190.925|22.2676|0.546224|0.163633|0|0.00600962|0|0.0914467|
- after update actions regrets:190.925|22.2676|0.546224|0.163633|0|0.00600962|0|0.0914467|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.896226, regret:190.925
- total pot:400
- python rec ai action: check
- community cards:8d|Th|5d|6c|
- mycard:0, range:0.553326
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:212.504|0.412197|0.813251|0.270525|0|
- mycard range:0.553326
- update strategy
- iter:12000
- after update actions regrets:-63824.6|-96124.7|22896.7|-87826.8|-1.53231e+06|
- after update actions average regrets:480.346|823.157|9092.22|472.286|0|
- AI take action:raise 400, probability:0.836661, regret:22896.7
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:8d|Th|5d|6c|7c|
- mycard:0, range:0.462915
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0|47.1557|96.4329|70.0501|0.361247|
- mycard range:0.462915
- update strategy
- iter:12000
- after update actions regrets:-2.42795e+06|36522.5|-23977.2|22893.4|-318982|
- after update actions average regrets:0|3620.19|936.293|6327.77|0|
- AI take action:raise 2400, probability:0.581365, regret:22893.4
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 224 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 9sJs,
- board: 8dTh5d6c7c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:c/1:c,0:r2400,1:f
- total_win: 48950
- AI position:1
- AI card:5s|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.549111, regret:1174.31
- total pot:400
- python rec ai action: fold
- -------------- game: 225 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6c5s
- board:
- action_history: 0:r300,1:f
- total_win: 48850
- AI position:0
- AI card:Jc|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68
- total pot:300
- python rec ai action: raise 200
- -------------- game: 226 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6dJc,
- board:
- action_history: 0:r200,1:f
- total_win: 48950
- AI position:1
- AI card:6s|As
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.303371, regret:648.989
- total pot:200
- python rec ai action: check
- community cards:4c|6d|9c|
- mycard:1, range:0.303266
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.249|3.33172|0.362107|0.0447349|0.0128735|0|0|0|
- after update actions regrets:210.249|3.33172|0.362107|0.0447349|0.0128735|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.249
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4c|6d|9c|Qs|
- mycard:1, range:0.297949
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:211.024|2.56923|0.406467|0|0|
- mycard range:0.297949
- update strategy
- iter:12000
- after update actions regrets:2997.15|2989.69|-1098.47|-11038.5|-162786|
- after update actions average regrets:4386.1|5815.08|17.0267|0|0|
- AI take action:check, probability:0.429243, regret:2997.15
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4c|6d|9c|Qs|Tc|
- mycard:1, range:0.127893
- before update actions:l|1|2|4|n|
- before update actions regrets:134.58|79.3638|0.056068|0|0|
- mycard range:0.127893
- update strategy
- iter:12000
- after update actions regrets:1782.6|1253.38|-2417.93|-9248.98|-73253|
- after update actions average regrets:6127.35|3833.74|450.058|0|0|
- AI take action:check, probability:0.588569, regret:1782.6
- total pot:200
- python rec ai action: check
- -------------- game: 227 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: 4h8c, 6sAs
- board: 4c6d9cQsTc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49050
- AI position:0
- AI card:Ks|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.161909, regret:346.667
- total pot:400
- python rec ai action: raise 300
- -------------- game: 228 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ks5h,
- board:
- action_history: 0:r300,1:f
- total_win: 49150
- AI position:1
- AI card:8s|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.5021|1949.67|0.52185|2.80895|143.295|8.20571|0|0|0|
- after update actions regrets:35.5021|1949.67|0.52185|2.80895|143.295|8.20571|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.912026, regret:1949.67
- total pot:600
- python rec ai action: call
- community cards:Js|Qs|9d|
- mycard:1, range:0.911059
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.827|17.6598|2.56789|0.813435|0.00170807|0.0124421|0.0295963|0.0882682|
- after update actions regrets:192.827|17.6598|2.56789|0.813435|0.00170807|0.0124421|0.0295963|0.0882682|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.909953, regret:192.827
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Js|Qs|9d|2h|
- mycard:1, range:0.820919
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:29.014|168.787|16.0494|0.120954|0.0285013|
- mycard range:0.820919
- update strategy
- iter:12000
- after update actions regrets:21113.2|17605.4|31.6488|-20734.3|-588208|
- after update actions average regrets:5490.66|3777.98|983.961|190.807|0|
- AI take action:check, probability:0.525862, regret:21113.2
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Js|Qs|9d|2h|8d|
- mycard:1, range:0.431601
- before update actions:l|1|2|4|n|
- before update actions regrets:37.6766|0.450547|175.723|0.149785|0|
- mycard range:0.431601
- update strategy
- iter:12000
- after update actions regrets:4947.25|-3992.98|-16499.7|-114734|-1.30291e+06|
- after update actions average regrets:10541|0|0|0|0|
- AI take action:check, probability:1, regret:4947.25
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-178166|3340.43|-67424.5|-170533|-268374|
- mycard range:0.431601
- update strategy
- iter:12000
- after update actions regrets:-329849|3340.43|-139752|-324123|-450408|
- after update actions average regrets:0|21120|0|0|0|
- AI take action:call, probability:1, regret:3340.43
- total pot:1800
- python rec ai action: call
- -------------- game: 229 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: TsAh, 8sJh
- board: JsQs9d2h8d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 48250
- AI position:0
- AI card:Ks|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:982.008|1000.54|157.448|0|
- after update actions regrets:982.008|1000.54|157.448|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.459093, regret:982.008
- total pot:800
- python rec ai action: fold
- -------------- game: 230 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6cKs,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 48050
- AI position:1
- AI card:Js|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1037.19|1102.81|0|0|0|0|0|0|0|
- after update actions regrets:1037.19|1102.81|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.515194, regret:1102.81
- total pot:600
- python rec ai action: call
- community cards:5d|9d|Qc|
- mycard:1, range:0.515331
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.203|1.51468|0.881063|0.275734|0.0948166|0.0191434|0.00722394|0.00428277|
- after update actions regrets:211.203|1.51468|0.881063|0.275734|0.0948166|0.0191434|0.00722394|0.00428277|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.203
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5d|9d|Qc|Tc|
- mycard:1, range:0.508596
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:47.3629|45.1446|76.3927|45.0998|0|
- mycard range:0.508596
- update strategy
- iter:12000
- after update actions regrets:3053.6|15906.4|2618.63|-55644.7|-998823|
- after update actions average regrets:2564.83|4391.46|2934.74|463.781|0|
- AI take action:raise 300, probability:0.424169, regret:15906.4
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:5d|9d|Qc|Tc|3s|
- mycard:1, range:0.215694
- before update actions:l|1|2|4|n|
- before update actions regrets:195.155|6.1165|1.02516|11.7034|0|
- mycard range:0.215694
- update strategy
- iter:12000
- after update actions regrets:11506.7|-24014.4|-9679.47|-7657.79|-99856.5|
- after update actions average regrets:9016.42|0|0|1414.85|0|
- AI take action:raise 2400, probability:0.13557, regret:-7657.79
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 231 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , 7cJs
- board: 5d9dQcTc3s
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r2400,0:f
- total_win: 48650
- AI position:0
- AI card:9d|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.357043, regret:763.894
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8h|8c|7h|
- mycard:0, range:0.35696
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:124.261|60.5705|29.0015|0.031311|0|0|0|0.135443|
- after update actions regrets:124.261|60.5705|29.0015|0.031311|0|0|0|0.135443|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.28169, regret:60.5705
- total pot:900
- python rec ai action: raise 300
- -------------- game: 232 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 9dAh,
- board: 8h8c7h
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 48950
- AI position:1
- AI card:9d|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:657.525|15.9367|972.094|360.379|96.5606|37.5049|0.000410705|0|
- after update actions regrets:657.525|15.9367|972.094|360.379|96.5606|37.5049|0.000410705|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.30744, regret:657.525
- total pot:200
- python rec ai action: check
- community cards:6d|4s|4d|
- mycard:1, range:0.307254
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.399|4.35183|0.186476|0.040192|0.0198875|0.0024719|0|0|
- after update actions regrets:209.399|4.35183|0.186476|0.040192|0.0198875|0.0024719|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981221, regret:209.399
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6d|4s|4d|5h|
- mycard:1, range:0.300649
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:132.875|81.1105|0.0144092|0|0|
- mycard range:0.300649
- update strategy
- iter:12000
- after update actions regrets:2585.43|2442.67|-1415.43|-169.441|-144004|
- after update actions average regrets:4616.4|3772.17|822.713|764.938|0|
- AI take action:check, probability:0.462803, regret:2585.43
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6d|4s|4d|5h|6c|
- mycard:1, range:0.139122
- before update actions:l|1|2|4|n|
- before update actions regrets:132.314|48.1282|26.0938|7.46428|0|
- mycard range:0.139122
- update strategy
- iter:12000
- after update actions regrets:163.063|-3782.12|-4837.16|-4957.79|-110011|
- after update actions average regrets:10211|0|0|0|0|
- AI take action:check, probability:1, regret:163.063
- total pot:200
- python rec ai action: check
- -------------- game: 233 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: Qc2s, Kd9d
- board: 6d4s4d5h6c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49050
- AI position:0
- AI card:Ts|Js
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.3051|1366.16|670.381|8.15222|0|0|0|0|
- after update actions regrets:0|95.3051|1366.16|670.381|8.15222|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.31323, regret:670.381
- total pot:400
- python rec ai action: raise 300
- -------------- game: 234 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: TsJs,
- board:
- action_history: 0:r300,1:f
- total_win: 49150
- AI position:1
- AI card:2d|7d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1615.64|2.18744|235.768|124.417|76.7582|85.0586|0.173309|0|
- after update actions regrets:1615.64|2.18744|235.768|124.417|76.7582|85.0586|0.173309|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.755732, regret:1615.64
- total pot:200
- python rec ai action: check
- community cards:8c|6h|Js|
- mycard:1, range:0.754971
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.813|0.15216|0.0345823|0|0|0|0|0|
- after update actions regrets:213.813|0.15216|0.0345823|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.813
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.933|0.0606658|0.00586504|0|0|
- after update actions regrets:213.933|0.0606658|0.00586504|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.933
- total pot:400
- python rec ai action: fold
- -------------- game: 235 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7d2d
- board: 8c6hJs
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 49050
- AI position:0
- AI card:2c|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96
- total pot:150
- python rec ai action: fold
- -------------- game: 236 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3h2c,
- board:
- action_history: 0:f
- total_win: 49000
- AI position:1
- AI card:Ac|Td
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:610.192|12.0583|778.203|416.227|159.037|163.66|0.622506|0|
- after update actions regrets:610.192|12.0583|778.203|416.227|159.037|163.66|0.622506|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.285313, regret:610.192
- total pot:200
- python rec ai action: check
- community cards:8s|Ad|2c|
- mycard:1, range:0.285137
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201.069|9.88556|1.70988|0.901639|0.044532|0.0723289|0.157443|0.159951|
- after update actions regrets:201.069|9.88556|1.70988|0.901639|0.044532|0.0723289|0.157443|0.159951|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.952607, regret:201.069
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|Ad|2c|5h|
- mycard:1, range:0.267907
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:107.856|100.145|4.97008|1.02921|0|
- mycard range:0.267907
- update strategy
- iter:12000
- after update actions regrets:2304.59|1610.11|1220.93|-2382.01|-210566|
- after update actions average regrets:4015.84|3384.46|2677.72|56.8026|0|
- AI take action:check, probability:0.396269, regret:2304.59
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|Ad|2c|5h|8c|
- mycard:1, range:0.106156
- before update actions:l|1|2|4|n|
- before update actions regrets:202.986|0.946895|0.461174|9.60617|0|
- mycard range:0.106156
- update strategy
- iter:12000
- after update actions regrets:1031.47|117.431|-1750.05|-640.91|-56144.5|
- after update actions average regrets:6866.88|3198.64|147.344|12.3319|0|
- AI take action:check, probability:0.671623, regret:1031.47
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:-17585.1|-3745.98|-371.832|228.463|-17723.1|
- mycard range:0.106156
- update strategy
- iter:12000
- after update actions regrets:-34540.1|-5853.97|26.1798|326.475|-25232.1|
- after update actions average regrets:0|0|2101.31|18179.2|0|
- AI take action:raise 800, probability:0.926136, regret:326.475
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 237 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , TdAc
- board: 8sAd2c5h8c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:r800,0:f
- total_win: 49300
- AI position:0
- AI card:3s|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.27209, regret:582.273
- total pot:400
- python rec ai action: raise 300
- -------------- game: 238 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3sJd,
- board:
- action_history: 0:r300,1:f
- total_win: 49400
- AI position:1
- AI card:Kc|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:551.227|1483.04|0.0531949|0.0744228|97.8811|7.72903|0|0|0|
- after update actions regrets:551.227|1483.04|0.0531949|0.0744228|97.8811|7.72903|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.693639, regret:1483.04
- total pot:600
- python rec ai action: call
- community cards:9d|6c|3h|
- mycard:1, range:0.693007
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.195|6.01914|3.36237|0.210796|0.11251|0|0|0.1|
- after update actions regrets:204.195|6.01914|3.36237|0.210796|0.11251|0|0|0.1|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.957746, regret:204.195
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9d|6c|3h|Qh|
- mycard:1, range:0.661256
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:54.7094|157.323|1.88829|0.0791663|0|
- mycard range:0.661256
- update strategy
- iter:12000
- after update actions regrets:9343.74|3600.36|6112.92|3007.11|-931497|
- after update actions average regrets:8117.04|1214.02|367.981|690.701|0|
- AI take action:raise 600, probability:0.0353292, regret:6112.92
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 239 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 5hKc
- board: 9d6c3hQh
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 49700
- AI position:0
- AI card:Ks|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.723703, regret:1548.25
- total pot:300
- python rec ai action: raise 200
- -------------- game: 240 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ks9h,
- board:
- action_history: 0:r200,1:f
- total_win: 49800
- AI position:1
- AI card:9s|Td
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.085594, regret:183.489
- total pot:600
- python rec ai action: raise 500
- -------------- game: 241 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9sTd
- board:
- action_history: 0:c,1:r500,0:f
- total_win: 49900
- AI position:0
- AI card:9d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.233287, regret:499.576
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5s|9h|Kc|
- mycard:0, range:0.233447
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.0179389|103.203|73.702|30.0477|6.77736|0.144048|0.0746797|0.0337851|
- after update actions regrets:0.0179389|103.203|73.702|30.0477|6.77736|0.144048|0.0746797|0.0337851|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.485849, regret:103.203
- total pot:900
- python rec ai action: raise 300
- -------------- game: 242 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 9dKh,
- board: 5s9hKc
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 50200
- AI position:1
- AI card:6s|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1483.93|8.20111|528.31|75.7754|28.6732|14.2868|0.821185|0|
- after update actions regrets:1483.93|8.20111|528.31|75.7754|28.6732|14.2868|0.821185|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.247191, regret:528.31
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3h|Ah|2s|
- mycard:1, range:0.246874
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.176|7.50207|0.123952|1.19831|0|0|0|0|
- after update actions regrets:205.176|7.50207|0.123952|1.19831|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962441, regret:205.176
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|Ah|2s|5c|
- mycard:1, range:0.236694
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.473|0.665998|0.357344|0.503766|0|
- mycard range:0.236694
- update strategy
- iter:12000
- after update actions regrets:990.565|-17836.2|-22698.6|-31967.4|-336443|
- after update actions average regrets:10731|0|0|0|0|
- AI take action:check, probability:1, regret:990.565
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|Ah|2s|5c|5s|
- mycard:1, range:0.236694
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.236694
- update strategy
- iter:12000
- after update actions regrets:390.452|-6219.55|-8856.55|-14557.5|-52201.5|
- after update actions average regrets:10607|0|0|0|0|
- AI take action:check, probability:1, regret:390.452
- total pot:600
- python rec ai action: check
- -------------- game: 243 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: Qd6d, Kd6s
- board: 3hAh2s5c5s
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 50500
- AI position:0
- AI card:5c|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.675714, regret:1444.57
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2137.7|0|2.29931|0|
- after update actions regrets:2137.7|0|2.29931|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.999065, regret:2137.7
- total pot:800
- python rec ai action: fold
- -------------- game: 244 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Td5c,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 50300
- AI position:1
- AI card:5d|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.91218|1333.18|4.03338|12.1245|775.138|10.4489|0.159888|0|0|
- after update actions regrets:4.91218|1333.18|4.03338|12.1245|775.138|10.4489|0.159888|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.62348, regret:1333.18
- total pot:600
- python rec ai action: call
- community cards:3h|8h|As|
- mycard:1, range:0.622983
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.65|9.53257|1.24963|0.24086|0.161682|0.0619607|0.035081|0.0680061|
- after update actions regrets:202.65|9.53257|1.24963|0.24086|0.161682|0.0619607|0.035081|0.0680061|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.65
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|8h|As|7s|
- mycard:1, range:0.589942
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:21.9544|50.5722|140.876|0.581165|0.0166462|
- mycard range:0.589942
- update strategy
- iter:12000
- after update actions regrets:11573.4|18493|7223.29|-8825.01|-1.06696e+06|
- after update actions average regrets:4325.37|4349.4|1405.02|84.0766|0|
- AI take action:check, probability:0.425563, regret:11573.4
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-95657.4|8487.13|1136.06|-14331.4|-118649|
- mycard range:0.589942
- update strategy
- iter:12000
- after update actions regrets:-186475|9446.98|2762.91|-49054.5|-149669|
- after update actions average regrets:0|18272.3|2252.68|48.2262|0|
- AI take action:call, probability:0.888198, regret:9446.98
- total pot:1800
- python rec ai action: call
- community cards:3h|8h|As|7s|Js|
- mycard:1, range:0.222979
- before update actions:l|1|2|4|n|
- before update actions regrets:213.829|0.100654|0.0270931|0.0126168|0.0306206|
- mycard range:0.222979
- update strategy
- iter:12000
- after update actions regrets:2910.99|-42286.7|-137907|-153631|-551606|
- after update actions average regrets:10514|0|0|0|0|
- AI take action:check, probability:1, regret:2910.99
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:-20584.3|2353.53|-27872.1|-30308.5|-105880|
- mycard range:0.222979
- update strategy
- iter:12000
- after update actions regrets:-30950.3|2353.53|-68520.1|-97929.5|-304959|
- after update actions average regrets:0.461974|21032.5|0|0|0|
- AI take action:call, probability:1, regret:2353.53
- total pot:5400
- python rec ai action: call
- -------------- game: 245 -----------------
- win_money: -2700
- players: OpenStackTwo, Bot
- hand: 7c7d, 5dAd
- board: 3h8hAs7sJs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:r1800,1:c
- total_win: 47600
- AI position:0
- AI card:3d|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1965.12|124.195|10.8316|24.8112|14.5407|0.501729|0|0|0|
- after update actions regrets:1965.12|124.195|10.8316|24.8112|14.5407|0.501729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.919513, regret:1965.12
- total pot:150
- python rec ai action: fold
- -------------- game: 246 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3d8h,
- board:
- action_history: 0:f
- total_win: 47550
- AI position:1
- AI card:5s|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.320243, regret:685.329
- total pot:600
- python rec ai action: call
- community cards:5c|7h|Qd|
- mycard:1, range:0.320247
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.712|38.5447|2.96487|3.92503|0.676247|0.0393814|0.047868|0.090178|
- after update actions regrets:167.712|38.5447|2.96487|3.92503|0.676247|0.0393814|0.047868|0.090178|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.795238, regret:167.712
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|7h|Qd|9s|
- mycard:1, range:0.250978
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:120.209|0.756782|44.384|48.5025|0.147452|
- mycard range:0.250978
- update strategy
- iter:12000
- after update actions regrets:29590.2|10420.8|6685.38|-2146.5|-617627|
- after update actions average regrets:7387.17|1996.52|557.353|485.729|0|
- AI take action:check, probability:0.708585, regret:29590.2
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|7h|Qd|9s|Ks|
- mycard:1, range:0.177813
- before update actions:l|1|2|4|n|
- before update actions regrets:42.2795|75.7995|31.3591|64.51|0.0518554|
- mycard range:0.177813
- update strategy
- iter:12000
- after update actions regrets:9051.6|-18414.9|-24731.3|1447.83|-1.05064e+06|
- after update actions average regrets:8939.63|5.70648|1.91396|1486.44|0|
- AI take action:check, probability:0.856965, regret:9051.6
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-258677|-9442.97|3501.96|3036.88|-160974|
- mycard range:0.177813
- update strategy
- iter:12000
- after update actions regrets:-525140|-8145.95|4925.99|-4163.09|-190038|
- after update actions average regrets:0|0|15307.1|5669|0|
- AI take action:raise 1500, probability:1, regret:4925.99
- total pot:2700
- python rec ai action: raise 1500
- -------------- game: 247 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 5sQh
- board: 5c7hQd9sKs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:r1500,0:f
- total_win: 48450
- AI position:0
- AI card:5c|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2139.98|0|0.0195779|0|
- after update actions regrets:2139.98|0|0.0195779|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2139.98
- total pot:800
- python rec ai action: fold
- -------------- game: 248 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5cQd,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 48250
- AI position:1
- AI card:Js|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.69
- total pot:400
- python rec ai action: fold
- -------------- game: 249 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Js4d
- board:
- action_history: 0:r300,1:f
- total_win: 48150
- AI position:0
- AI card:6s|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.208606, regret:446.515
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:1200
- python rec ai action: fold
- -------------- game: 250 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Jh6s,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 47850
- AI position:1
- AI card:6s|8c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1583.93|6.47618|373.431|90.9296|39.243|45.9889|0|0|
- after update actions regrets:1583.93|6.47618|373.431|90.9296|39.243|45.9889|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.741105, regret:1583.93
- total pot:200
- python rec ai action: check
- community cards:7s|Qs|4h|
- mycard:1, range:0.740155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.142|33.5376|10.9695|1.77809|0.417897|0.155284|0|0|
- after update actions regrets:167.142|33.5376|10.9695|1.77809|0.417897|0.155284|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.791469, regret:167.142
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:2.72899|199.173|9.06007|3.03827|0|
- after update actions regrets:2.72899|199.173|9.06007|3.03827|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.934272, regret:199.173
- total pot:600
- python rec ai action: call
- community cards:7s|Qs|4h|Tc|
- mycard:1, range:0.538034
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:122.856|90.0782|0.547638|0.518448|0|
- mycard range:0.538034
- update strategy
- iter:12000
- after update actions regrets:1843.62|521.84|-1626.69|-1556.72|-105945|
- after update actions average regrets:8478.94|1785.54|211.337|45.2679|0|
- AI take action:raise 300, probability:0.169693, regret:521.84
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:7s|Qs|4h|Tc|7h|
- mycard:1, range:0.0913098
- before update actions:l|1|2|4|n|
- before update actions regrets:15.2921|183.261|15.1203|0.326793|0|
- mycard range:0.0913098
- update strategy
- iter:12000
- after update actions regrets:-323.904|2207.06|564.924|-164.869|-21223.4|
- after update actions average regrets:1357.17|4948.76|2485.34|1815.05|0|
- AI take action:raise 1200, probability:0.234323, regret:564.924
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 251 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: As4c, 6s8c
- board: 7sQs4hTc7h
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:r300,0:c/1:r1200,0:c
- total_win: 46050
- AI position:0
- AI card:7c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17
- total pot:150
- python rec ai action: fold
- -------------- game: 252 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7c3d,
- board:
- action_history: 0:f
- total_win: 46000
- AI position:1
- AI card:7s|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:43.8418|1861.31|0.77603|2.39067|214.055|17.6224|0|0|0|
- after update actions regrets:43.8418|1861.31|0.77603|2.39067|214.055|17.6224|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.870847, regret:1861.31
- total pot:600
- python rec ai action: call
- community cards:7c|6s|8d|
- mycard:1, range:0.869773
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.268|30.124|3.21018|0.248743|0.100887|0|0.0486128|0|
- after update actions regrets:180.268|30.124|3.21018|0.248743|0.100887|0|0.0486128|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.84507, regret:180.268
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7c|6s|8d|Ks|
- mycard:1, range:0.732672
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:184.357|20.6032|8.8671|0.166184|0.00671605|
- mycard range:0.732672
- update strategy
- iter:12000
- after update actions regrets:14303.8|22601.4|11075.7|18837.8|-433117|
- after update actions average regrets:2660.74|3382.5|2172.51|2245.63|0.0979204|
- AI take action:raise 300, probability:0.323358, regret:22601.4
- total pot:900
- python rec ai action: raise 300
- -------------- game: 253 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Kh7s
- board: 7c6s8dKs
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 46300
- AI position:0
- AI card:2s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.95884, regret:2050.09
- total pot:150
- python rec ai action: fold
- -------------- game: 254 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s4h,
- board:
- action_history: 0:f
- total_win: 46250
- AI position:1
- AI card:6s|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.838167, regret:1792.89
- total pot:400
- python rec ai action: fold
- -------------- game: 255 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6s9h
- board:
- action_history: 0:r300,1:f
- total_win: 46150
- AI position:0
- AI card:2s|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77
- total pot:150
- python rec ai action: fold
- -------------- game: 256 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 6c2s,
- board:
- action_history: 0:f
- total_win: 46100
- AI position:1
- AI card:3c|4c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:308.576|1456.05|0.0890111|0.830723|350.556|23.8976|0|0|0|
- after update actions regrets:308.576|1456.05|0.0890111|0.830723|350.556|23.8976|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.681329, regret:1456.05
- total pot:600
- python rec ai action: call
- community cards:4s|Qc|7d|
- mycard:1, range:0.680398
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.97|0.638567|0.163873|0.0445443|0.0471398|0.0109996|0.11923|0.00525714|
- after update actions regrets:212.97|0.638567|0.163873|0.0445443|0.0471398|0.0109996|0.11923|0.00525714|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.97
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4s|Qc|7d|Jd|
- mycard:1, range:0.677124
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.015|0.822746|0.0619175|0|0.1|
- mycard range:0.677124
- update strategy
- iter:12000
- after update actions regrets:14736|-4239.01|-6927|-22718.8|-848581|
- after update actions average regrets:7837.78|1522.76|1039.65|28.2326|0|
- AI take action:check, probability:0.751678, regret:14736
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4s|Qc|7d|Jd|Ac|
- mycard:1, range:0.508912
- before update actions:l|1|2|4|n|
- before update actions regrets:213.967|0.0300668|0.00252413|0|0|
- mycard range:0.508912
- update strategy
- iter:12000
- after update actions regrets:5323.72|-60521.2|-101667|-151526|-276450|
- after update actions average regrets:10453|0|0|0|0|
- AI take action:check, probability:1, regret:5323.72
- total pot:600
- python rec ai action: check
- -------------- game: 257 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 5h7c, 3c4c
- board: 4sQc7dJdAc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 45800
- AI position:0
- AI card:8h|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599626, regret:1282.05
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|8d|4s|
- mycard:0, range:0.599088
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:63.9266|134.846|15.1571|0.0699393|0|0|0|0|
- after update actions regrets:63.9266|134.846|15.1571|0.0699393|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.632075, regret:134.846
- total pot:600
- python rec ai action: raise 200
- -------------- game: 258 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8hAh,
- board: Ks8d4s
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 46000
- AI position:1
- AI card:6h|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1327.77|10.8928|534.67|201.133|61.8328|3.70151|0|0|
- after update actions regrets:1327.77|10.8928|534.67|201.133|61.8328|3.70151|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.621255, regret:1327.77
- total pot:200
- python rec ai action: check
- community cards:Ts|8d|7s|
- mycard:1, range:0.620453
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:185.526|25.0142|3.35623|0.103459|0|0|0|0|
- after update actions regrets:185.526|25.0142|3.35623|0.103459|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.868545, regret:185.526
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ts|8d|7s|Qs|
- mycard:1, range:0.537898
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:70.7202|136.812|1.38021|5.08805|0|
- mycard range:0.537898
- update strategy
- iter:12000
- after update actions regrets:265.371|-4592.54|-7145.97|-9850.26|-302975|
- after update actions average regrets:9886|0|0|0|0|
- AI take action:check, probability:1, regret:265.371
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ts|8d|7s|Qs|Jd|
- mycard:1, range:0.537898
- before update actions:l|1|2|4|n|
- before update actions regrets:1.5896|212.41|0|0|0|
- mycard range:0.537898
- update strategy
- iter:12000
- after update actions regrets:-219.535|506.285|-2733.13|-10208.1|-53142.1|
- after update actions average regrets:600.614|9522.92|0|0|0|
- AI take action:raise 100, probability:0.940723, regret:506.285
- total pot:300
- python rec ai action: raise 100
- -------------- game: 259 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Jh6h
- board: Ts8d7sQsJd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:f
- total_win: 46100
- AI position:0
- AI card:3c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17
- total pot:150
- python rec ai action: fold
- -------------- game: 260 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7h3c,
- board:
- action_history: 0:f
- total_win: 46050
- AI position:1
- AI card:5s|Ad
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1326.82|10.5492|579.469|164.368|33.6198|22.1877|2.43896|0.545657|
- after update actions regrets:1326.82|10.5492|579.469|164.368|33.6198|22.1877|2.43896|0.545657|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.620787, regret:1326.82
- total pot:200
- python rec ai action: check
- community cards:2s|7c|8d|
- mycard:1, range:0.62001
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.954|0.0464447|0|0|0|0|0|0|
- after update actions regrets:213.954|0.0464447|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.954
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:211.425|1.84572|0.226334|0.50254|0|
- after update actions regrets:211.425|1.84572|0.226334|0.50254|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.995283, regret:211.425
- total pot:400
- python rec ai action: fold
- -------------- game: 261 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5sAd
- board: 2s7c8d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 45950
- AI position:0
- AI card:3s|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769878, regret:1646.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jd|9d|Kh|
- mycard:0, range:0.769247
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:6.19411|161.338|36.4183|10.0339|0.0153125|0|0|0|
- after update actions regrets:6.19411|161.338|36.4183|10.0339|0.0153125|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.755869, regret:161.338
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Jd|9d|Kh|6h|
- mycard:0, range:0.579949
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:35.6026|14.0792|164.267|0.0507287|0|
- mycard range:0.579949
- update strategy
- iter:12000
- after update actions regrets:15217.9|-57801.6|-44281.4|-108975|-765730|
- after update actions average regrets:10260.5|580.447|13.2204|126.688|0|
- AI take action:check, probability:0.934511, regret:15217.9
- total pot:800
- python rec ai action: check
- community cards:Jd|9d|Kh|6h|2h|
- mycard:0, range:0.541904
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.541904
- update strategy
- iter:12000
- after update actions regrets:350.812|-18324.2|-36798.2|-147302|-1.1756e+06|
- after update actions average regrets:10965|0|0|0|0|
- AI take action:check, probability:1, regret:350.812
- total pot:800
- python rec ai action: check
- -------------- game: 262 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 3sAc, Qc5s
- board: Jd9dKh6h2h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 46350
- AI position:1
- AI card:Kc|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.558672, regret:1195.69
- total pot:400
- python rec ai action: fold
- -------------- game: 263 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4dKc
- board:
- action_history: 0:r300,1:f
- total_win: 46250
- AI position:0
- AI card:7c|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.692703, regret:1481.58
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ts|Ks|6c|
- mycard:0, range:0.692328
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.472|0.362238|0.0288809|0.0333882|0.0109756|0.0924131|0|0|
- after update actions regrets:213.472|0.362238|0.0288809|0.0333882|0.0109756|0.0924131|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.472
- total pot:400
- python rec ai action: check
- community cards:Ts|Ks|6c|2h|
- mycard:0, range:0.69062
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:201.782|1.06834|0.161368|10.9883|0|
- mycard range:0.69062
- update strategy
- iter:12000
- after update actions regrets:3373.17|-28249.5|-56667.5|-111046|-3.52924e+06|
- after update actions average regrets:10638.6|65.394|0|0|0|
- AI take action:check, probability:0.993927, regret:3373.17
- total pot:400
- python rec ai action: check
- community cards:Ts|Ks|6c|2h|5s|
- mycard:0, range:0.686401
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.686401
- update strategy
- iter:12000
- after update actions regrets:1259.61|-92532.4|-169360|-399514|-1.3793e+06|
- after update actions average regrets:10700|0|0|0|0|
- AI take action:check, probability:1, regret:1259.61
- total pot:400
- python rec ai action: check
- -------------- game: 264 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5h7c, Qs3h
- board: TsKs6c2h5s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 46450
- AI position:1
- AI card:3s|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985026, regret:2105.62
- total pot:200
- python rec ai action: check
- community cards:6h|Ks|Jc|
- mycard:1, range:0.983933
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:129.602|73.3079|7.62899|3.10935|0.351548|0|0|0|
- after update actions regrets:129.602|73.3079|7.62899|3.10935|0.351548|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.34434, regret:73.3079
- total pot:300
- python rec ai action: raise 100
- -------------- game: 265 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 3sQh
- board: 6hKsJc
- action_history: 0:c,1:c/1:r100,0:f
- total_win: 46550
- AI position:0
- AI card:5s|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:800
- python rec ai action: fold
- -------------- game: 266 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 8h5s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 46350
- AI position:1
- AI card:Ts|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.590824, regret:1262.76
- total pot:600
- python rec ai action: call
- community cards:Qc|8s|As|
- mycard:1, range:0.590076
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.376|10.0307|13.3963|1.18625|0.270514|0.154736|0.41097|0.174485|
- after update actions regrets:188.376|10.0307|13.3963|1.18625|0.270514|0.154736|0.41097|0.174485|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.886792, regret:188.376
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qc|8s|As|7c|
- mycard:1, range:0.519421
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:90.353|86.7124|36.5569|0.324275|0.0534772|
- mycard range:0.519421
- update strategy
- iter:12000
- after update actions regrets:2856.96|10905.8|28297.2|10650.9|-903359|
- after update actions average regrets:1698.37|3304.3|4698.83|568.414|0|
- AI take action:raise 300, probability:0.321776, regret:10905.8
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Qc|8s|As|7c|Qd|
- mycard:1, range:0.167121
- before update actions:l|1|2|4|n|
- before update actions regrets:1.82369|122.733|57.7848|31.659|0|
- mycard range:0.167121
- update strategy
- iter:12000
- after update actions regrets:3901.18|-2321.91|10812.1|-114258|-2.23135e+06|
- after update actions average regrets:765.208|2138.56|7561.67|31.5146|0|
- AI take action:raise 1200, probability:0.720438, regret:10812.1
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 267 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , TsAc
- board: Qc8sAs7cQd
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r1200,0:f
- total_win: 46950
- AI position:0
- AI card:2c|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36
- total pot:150
- python rec ai action: fold
- -------------- game: 268 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 8h2c,
- board:
- action_history: 0:f
- total_win: 46900
- AI position:1
- AI card:4c|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.774556, regret:1656.29
- total pot:400
- python rec ai action: fold
- -------------- game: 269 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4c5d
- board:
- action_history: 0:r300,1:f
- total_win: 46800
- AI position:0
- AI card:5s|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|8s|9d|
- mycard:0, range:0.690958
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:163.226|48.9567|1.32679|0.0406292|0.345887|0.00192188|0.00558104|0.0969992|
- after update actions regrets:163.226|48.9567|1.32679|0.0406292|0.345887|0.00192188|0.00558104|0.0969992|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.226415, regret:48.9567
- total pot:600
- python rec ai action: raise 200
- -------------- game: 270 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5s8h,
- board: Ah8s9d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 47000
- AI position:1
- AI card:8c|9c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:914.419|14.864|753.817|258.96|111.002|85.4487|1.49037|0|
- after update actions regrets:914.419|14.864|753.817|258.96|111.002|85.4487|1.49037|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.039794, regret:85.4487
- total pot:2200
- python rec ai action: raise 2100
- opp action:call
- total pot:4200
- community cards:7d|8h|5h|
- mycard:1, range:0.0399293
- before update actions:l|1|2|4|8|n|
- before update actions regrets:44.6987|4.34725|164.68|0|0.243649|0.030258|
- after update actions regrets:44.6987|4.34725|164.68|0|0.243649|0.030258|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 4200, probability:0.773585, regret:164.68
- total pot:8400
- python rec ai action: raise 4200
- -------------- game: 271 -----------------
- win_money: 2100
- players: OpenStackTwo, Bot
- hand: , 9c8c
- board: 7d8h5h
- action_history: 0:c,1:r2100,0:c/1:r4200,0:f
- total_win: 49100
- AI position:0
- AI card:7s|Js
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.65|1594.85|393.573|5.92732|0|0|0|0|
- after update actions regrets:0|145.65|1594.85|393.573|5.92732|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.183903, regret:393.573
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|2127.27|12.7327|0|
- after update actions regrets:0|2127.27|12.7327|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.99439, regret:2127.27
- total pot:1800
- python rec ai action: call
- community cards:3c|6s|Ah|
- mycard:0, range:0.182818
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.33|0.2383|0.390619|0.0408124|0|0|
- after update actions regrets:213.33|0.2383|0.390619|0.0408124|0|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.33
- total pot:3600
- python rec ai action: fold
- -------------- game: 272 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 7sJs,
- board: 3c6sAh
- action_history: 0:r300,1:r900,0:c/1:r1800,0:f
- total_win: 48200
- AI position:1
- AI card:7d|9h
- -------------- game: 273 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9h7d
- board:
- action_history: 0:f
- total_win: 48250
- AI position:0
- AI card:8s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:800
- python rec ai action: fold
- -------------- game: 274 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5c8s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 48050
- AI position:1
- AI card:Qd|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.679757, regret:1454.67
- total pot:400
- python rec ai action: fold
- -------------- game: 275 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5hQd
- board:
- action_history: 0:r300,1:f
- total_win: 47950
- AI position:0
- AI card:5s|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2139.98|0|0.0195779|0|
- after update actions regrets:2139.98|0|0.0195779|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2139.98
- total pot:800
- python rec ai action: fold
- -------------- game: 276 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5sQc,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 47750
- AI position:1
- AI card:5s|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.774556, regret:1656.29
- total pot:400
- python rec ai action: fold
- -------------- game: 277 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5s4d
- board:
- action_history: 0:r300,1:f
- total_win: 47650
- AI position:0
- AI card:Jc|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.565482, regret:1209.43
- total pot:300
- python rec ai action: raise 200
- -------------- game: 278 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: JcAd,
- board:
- action_history: 0:r200,1:f
- total_win: 47750
- AI position:1
- AI card:As|6h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.587465, regret:1256.29
- total pot:200
- python rec ai action: check
- community cards:5c|Js|3c|
- mycard:1, range:0.587049
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.286|6.95675|0.639889|1.60046|0.415564|0.101572|0|0|
- after update actions regrets:204.286|6.95675|0.639889|1.60046|0.415564|0.101572|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966825, regret:204.286
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:20.4968|170.386|21.3946|1.72259|0|
- after update actions regrets:20.4968|170.386|21.3946|1.72259|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.801887, regret:170.386
- total pot:600
- python rec ai action: call
- community cards:5c|Js|3c|Ad|
- mycard:1, range:0.446189
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.389|1.27404|0.336001|0.000674989|0|
- mycard range:0.446189
- update strategy
- iter:12000
- after update actions regrets:1864.06|1280.55|539.617|-2898.72|-76633.7|
- after update actions average regrets:6775.74|2663.02|959.465|37.4445|0|
- AI take action:raise 1200, probability:0.0035461, regret:-2898.72
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 279 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6hAs
- board: 5cJs3cAd
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:r1200,0:f
- total_win: 48050
- AI position:0
- AI card:9s|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.380908, regret:814.431
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|Ts|Ac|
- mycard:0, range:0.380575
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:36.0173|131.145|29.8299|15.9051|1.01057|0.0921038|0|0|
- after update actions regrets:36.0173|131.145|29.8299|15.9051|1.01057|0.0921038|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.136792, regret:29.8299
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:9c|Ts|Ac|Jd|
- mycard:0, range:0.0530492
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:211.591|0.11871|0.0299682|2.26018|0|
- mycard range:0.0530492
- update strategy
- iter:12000
- after update actions regrets:36688.1|4322.6|-29332.5|-52897.3|-3.1199e+06|
- after update actions average regrets:9202.88|1160.26|520.862|65.9855|0|
- AI take action:check, probability:0.840596, regret:36688.1
- total pot:1200
- python rec ai action: check
- community cards:9c|Ts|Ac|Jd|6d|
- mycard:0, range:0.044585
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.044585
- update strategy
- iter:12000
- after update actions regrets:10542.2|-68892.8|-102898|-284714|-1.91006e+06|
- after update actions average regrets:10926.8|8.86343|4.35724|0|0|
- AI take action:check, probability:0.998903, regret:10542.2
- total pot:1200
- python rec ai action: check
- -------------- game: 280 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 9s4c, 7sAh
- board: 9cTsAcJd6d
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:c,0:c
- total_win: 47450
- AI position:1
- AI card:Ac|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.225047|4.0147|20.8526|2004.98|107.78|0.181693|0.237891|1.72606|
- after update actions regrets:0|0.225047|4.0147|20.8526|2004.98|107.78|0.181693|0.237891|1.72606|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.938202, regret:2004.98
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:2c|7h|Qs|
- mycard:1, range:0.936908
- before update actions:l|1|2|4|8|n|
- before update actions regrets:114.891|39.514|59.3934|0.14524|0.0559431|0|
- after update actions regrets:114.891|39.514|59.3934|0.14524|0.0559431|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.537736, regret:114.891
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:2c|7h|Qs|Jc|
- mycard:1, range:0.503003
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:11.3031|1.07719|0.569972|201.01|0.0396088|
- mycard range:0.503003
- update strategy
- iter:12000
- after update actions regrets:-42703.8|-982.04|-1415.55|100873|-91872.1|
- after update actions average regrets:630.635|1318.03|2677.71|5558.78|205.614|
- AI take action:raise 6000, probability:0.53504, regret:100873
- total pot:9000
- python rec ai action: raise 6000
- -------------- game: 281 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: , AcAd
- board: 2c7hQsJc
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:r6000,0:f
- total_win: 48950
- AI position:0
- AI card:8c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.750234, regret:1604.38
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9h|Kd|7c|
- mycard:0, range:0.749708
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:62.9507|150.957|0.0308594|0.0256442|0|0|0.0296933|0.00576687|
- after update actions regrets:62.9507|150.957|0.0308594|0.0256442|0|0|0.0296933|0.00576687|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.707547, regret:150.957
- total pot:600
- python rec ai action: raise 200
- -------------- game: 282 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8c7h,
- board: 9hKd7c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 49150
- AI position:1
- AI card:Ad|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.384471, regret:822.515
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5h|4s|Tc|
- mycard:1, range:0.384353
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:104.239|84.2576|17.3851|6.18301|1.21768|0.14719|0.0907028|0.479629|
- after update actions regrets:104.239|84.2576|17.3851|6.18301|1.21768|0.14719|0.0907028|0.479629|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.396226, regret:84.2576
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:5h|4s|Tc|6h|
- mycard:1, range:0.15133
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:42.932|92.8524|78.1846|0.030985|0|
- mycard range:0.15133
- update strategy
- iter:12000
- after update actions regrets:4291.63|3877.55|2942.88|1165.73|-200060|
- after update actions average regrets:5168.71|3498.31|1526.93|36.6332|0|
- AI take action:check, probability:0.50528, regret:4291.63
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:5h|4s|Tc|6h|7d|
- mycard:1, range:0.0764552
- before update actions:l|1|2|4|n|
- before update actions regrets:213.8|0.2|0|0|0|
- mycard range:0.0764552
- update strategy
- iter:12000
- after update actions regrets:-2537.36|733.04|-13829.2|-30070.2|-212420|
- after update actions average regrets:642.149|9698.46|0|0|0|
- AI take action:raise 600, probability:0.937911, regret:733.04
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 283 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , AdAh
- board: 5h4sTc6h7d
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:c,0:c/1:r600,0:f
- total_win: 49750
- AI position:0
- AI card:4d|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238296, regret:509.828
- total pot:400
- python rec ai action: raise 300
- -------------- game: 284 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3h4d,
- board:
- action_history: 0:r300,1:f
- total_win: 49850
- AI position:1
- AI card:Ks|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.142657, regret:305.373
- total pot:1800
- python rec ai action: raise 1500
- opp action:allin
- total pot:21500
- before update actions:d|l|
- before update actions regrets:2140|0|
- after update actions regrets:2140|0|
- after update actions average regrets:0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:21500
- python rec ai action: fold
- -------------- game: 285 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: , 9cKs
- board:
- action_history: 0:r300,1:r1500,0:r20000,1:f
- total_win: 48350
- AI position:0
- AI card:9c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.761459, regret:1628.49
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qc|Ah|6h|
- mycard:0, range:0.760976
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:123.964|88.6209|1.10171|0.255435|0.0490858|0.00138365|0|0.00767296|
- after update actions regrets:123.964|88.6209|1.10171|0.255435|0.0490858|0.00138365|0|0.00767296|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.580189, regret:123.964
- total pot:400
- python rec ai action: check
- community cards:Qc|Ah|6h|6d|
- mycard:0, range:0.440811
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.440811
- update strategy
- iter:12000
- after update actions regrets:214|-14234|-28121|-40734|-58892|-970874|
- after update actions average regrets:10886|0|0|0|0|0|
- AI take action:fold, probability:1, regret:214
- total pot:800
- python rec ai action: fold
- -------------- game: 286 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Jd9c,
- board: QcAh6h6d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 48150
- AI position:1
- AI card:4c|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.69
- total pot:400
- python rec ai action: fold
- -------------- game: 287 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4cJh
- board:
- action_history: 0:r300,1:f
- total_win: 48050
- AI position:0
- AI card:Kc|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.702526, regret:1502.89
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qc|Ac|5c|
- mycard:0, range:0.702285
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.402|0.398027|0|0.00609481|0|0.171473|0|0.0220238|
- after update actions regrets:213.402|0.398027|0|0.00609481|0|0.171473|0|0.0220238|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.402
- total pot:400
- python rec ai action: check
- community cards:Qc|Ac|5c|6d|
- mycard:0, range:0.700324
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.051|0.901219|0.0477959|0|0|
- mycard range:0.700324
- update strategy
- iter:12000
- after update actions regrets:7181.31|26611.2|-3976.69|-60277.7|-2.62186e+06|
- after update actions average regrets:1996.9|5694.4|2951.9|0|0|
- AI take action:raise 200, probability:0.5351, regret:26611.2
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:-82040.7|1180.74|-22097|-671303|
- mycard range:0.700324
- update strategy
- iter:12000
- after update actions regrets:-159733|1180.74|-70903|-1.45347e+06|
- after update actions average regrets:0|21330|0|0|
- AI take action:call, probability:1, regret:1180.74
- total pot:2400
- python rec ai action: call
- community cards:Qc|Ac|5c|6d|Jc|
- mycard:0, range:0.374693
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|72.1403|88.3922|53.0106|0.456842|
- mycard range:0.374693
- update strategy
- iter:12000
- after update actions regrets:-773861|-9384.27|-4916.61|6955|-200327|
- after update actions average regrets:0|749.699|55.675|9863.03|0|
- AI take action:raise 4800, probability:0.924627, regret:6955
- total pot:7200
- python rec ai action: raise 4800
- -------------- game: 288 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: ThKc,
- board: QcAc5c6dJc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:r1000,0:c/1:c,0:r4800,1:f
- total_win: 49250
- AI position:1
- AI card:6c|3d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 289 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6c3d
- board:
- action_history: 0:r300,1:f
- total_win: 49150
- AI position:0
- AI card:Jc|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.73165, regret:1565.06
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1852.12|287.878|0|
- after update actions regrets:0|1852.12|287.878|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.865825, regret:1852.12
- total pot:1200
- python rec ai action: call
- community cards:Kh|6c|Ks|
- mycard:0, range:0.632956
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:213.821|0.0417879|0.0215828|0.0797914|0.0354138|0|0|
- after update actions regrets:213.821|0.0417879|0.0215828|0.0797914|0.0354138|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.821
- total pot:1200
- python rec ai action: check
- community cards:Kh|6c|Ks|2h|
- mycard:0, range:0.632428
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0421455|213.898|0.0126182|0.047565|0|0|
- mycard range:0.632428
- update strategy
- iter:12000
- after update actions regrets:342.597|-117.548|-199.433|-1155.4|-1084.45|-17747.4|
- after update actions average regrets:6138.35|4011.73|524.811|0|0|0|
- AI take action:call, probability:0.375808, regret:-117.548
- total pot:3600
- python rec ai action: call
- community cards:Kh|6c|Ks|2h|3c|
- mycard:0, range:0.237673
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:52.5126|44.47|116.366|0.651352|0|
- mycard range:0.237673
- update strategy
- iter:12000
- after update actions regrets:-1229.53|82.4305|214.326|-423.388|-995.04|
- after update actions average regrets:145.958|5603.53|4006.64|1045.6|28.5413|
- AI take action:raise 7200, probability:0.096518, regret:-423.388
- total pot:10800
- python rec ai action: raise 7200
- -------------- game: 290 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: JcQh,
- board: Kh6cKs2h3c
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:c/1:c,0:r7200,1:f
- total_win: 50950
- AI position:1
- AI card:Td|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.833879, regret:1782.61
- total pot:600
- python rec ai action: call
- community cards:7s|7c|Ac|
- mycard:1, range:0.832994
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.177|1.2739|0.311329|0.177374|0.0371024|0.0231427|0|0|
- after update actions regrets:212.177|1.2739|0.311329|0.177374|0.0371024|0.0231427|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.177
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7s|7c|Ac|9s|
- mycard:1, range:0.825898
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.399|0.487392|0.0800437|0.0333174|0|
- mycard range:0.825898
- update strategy
- iter:12000
- after update actions regrets:9368.67|1540.76|-1968.65|-29247.7|-538058|
- after update actions average regrets:8217.24|1847.32|186.471|65.4955|0|
- AI take action:check, probability:0.796607, regret:9368.67
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7s|7c|Ac|9s|8h|
- mycard:1, range:0.657838
- before update actions:l|1|2|4|n|
- before update actions regrets:213.938|0.0154391|0.0465475|0|0|
- mycard range:0.657838
- update strategy
- iter:12000
- after update actions regrets:4014.61|-32224.3|-51780.3|-69422.3|-144075|
- after update actions average regrets:10100|0|0|0|0|
- AI take action:check, probability:1, regret:4014.61
- total pot:600
- python rec ai action: check
- -------------- game: 291 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 9dJs, TdQh
- board: 7s7cAc9s8h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 50650
- AI position:0
- AI card:8c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238184, regret:509.996
- total pot:400
- python rec ai action: raise 300
- -------------- game: 292 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6d8c,
- board:
- action_history: 0:r300,1:f
- total_win: 50750
- AI position:1
- AI card:Ks|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.875994, regret:1872.71
- total pot:600
- python rec ai action: call
- community cards:Qc|5s|Jh|
- mycard:1, range:0.875099
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.698|5.17472|1.40468|0.566588|0.0800283|0.0103509|0.0437972|0.0215821|
- after update actions regrets:206.698|5.17472|1.40468|0.566588|0.0800283|0.0103509|0.0437972|0.0215821|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.698
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:21.6979|190.975|0.637479|0.649138|0.040714|
- after update actions regrets:21.6979|190.975|0.637479|0.649138|0.040714|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.900474, regret:190.975
- total pot:1800
- python rec ai action: call
- community cards:Qc|5s|Jh|8c|
- mycard:1, range:0.754297
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.726|0.112199|0.0617682|0.0819363|0.0180637|
- mycard range:0.754297
- update strategy
- iter:12000
- after update actions regrets:9874.18|-8110.38|-12534.4|-44407.4|-606102|
- after update actions average regrets:8803.02|1224.39|504.163|12.2089|0|
- AI take action:check, probability:0.834962, regret:9874.18
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:5520.13|-10050.6|-38017.7|-32039.6|-105815|
- mycard range:0.754297
- update strategy
- iter:12000
- after update actions regrets:5520.13|-25454.6|-82458.7|-76957.6|-220746|
- after update actions average regrets:19906.5|1036.43|81.8619|11.9645|0|
- AI take action:fold, probability:0.946373, regret:5520.13
- total pot:3600
- python rec ai action: fold
- -------------- game: 293 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , Ks8d
- board: Qc5sJh8c
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:f
- total_win: 49850
- AI position:0
- AI card:7s|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.741815, regret:1586.79
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|Td|6d|
- mycard:0, range:0.74149
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:97.0688|35.252|67.3757|13.7936|0.509756|0|0|0.000157978|
- after update actions regrets:97.0688|35.252|67.3757|13.7936|0.509756|0|0|0.000157978|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.316038, regret:67.3757
- total pot:800
- python rec ai action: raise 400
- -------------- game: 294 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7sJd,
- board: QdTd6d
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 50050
- AI position:1
- AI card:8c|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.627047, regret:1340.57
- total pot:600
- python rec ai action: call
- community cards:Ks|2d|8s|
- mycard:1, range:0.626433
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:182.757|29.2471|1.62866|0.187488|0.0880568|0.044852|0.0465717|0|
- after update actions regrets:182.757|29.2471|1.62866|0.187488|0.0880568|0.044852|0.0465717|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.858491, regret:182.757
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.192702|166.391|46.281|1.127|0.00847663|
- after update actions regrets:0.192702|166.391|46.281|1.127|0.00847663|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.779343, regret:166.391
- total pot:1800
- python rec ai action: call
- community cards:Ks|2d|8s|7c|
- mycard:1, range:0.41596
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.333|0.500673|0.0226996|0.110438|0.0331374|
- mycard range:0.41596
- update strategy
- iter:12000
- after update actions regrets:3156.88|-15151|-52419.4|-77497.3|-668607|
- after update actions average regrets:10741.7|14.7089|0|0|0|
- AI take action:check, probability:0.998698, regret:3156.88
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Ks|2d|8s|7c|7s|
- mycard:1, range:0.415391
- before update actions:l|1|2|4|n|
- before update actions regrets:213.24|0.718299|0.0278748|0|0.0134886|
- mycard range:0.415391
- update strategy
- iter:12000
- after update actions regrets:690.206|-35447.3|-56208|-36910|-58092|
- after update actions average regrets:10393|0|0|0|0|
- AI take action:check, probability:1, regret:690.206
- total pot:1800
- python rec ai action: check
- -------------- game: 295 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: 8h9s, 9c8c
- board: Ks2d8s7c7s
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 50050
- AI position:0
- AI card:9s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.183903, regret:393.318
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5s|6s|Kd|
- mycard:0, range:0.183793
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.04562|143.203|69.2029|0.530434|0.0177379|0|0|0|
- after update actions regrets:1.04562|143.203|69.2029|0.530434|0.0177379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.671362, regret:143.203
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:5s|6s|Kd|As|
- mycard:0, range:0.12299
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:35.944|108.613|69.0393|0.392079|0.012|
- mycard range:0.12299
- update strategy
- iter:12000
- after update actions regrets:2748.48|20535.1|29579.6|9503.92|-1.52991e+06|
- after update actions average regrets:5752.44|2075.94|1735.18|1299.92|0|
- AI take action:check, probability:0.529601, regret:2748.48
- total pot:1200
- python rec ai action: check
- community cards:5s|6s|Kd|As|8s|
- mycard:0, range:0.0651256
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.018797|4.3365|209.336|0.308839|0|
- mycard range:0.0651256
- update strategy
- iter:12000
- after update actions regrets:-139859|-18012.3|10973.7|-57839.4|-2.27926e+06|
- after update actions average regrets:0|959.844|9817.89|116.289|0|
- AI take action:raise 1200, probability:0.901304, regret:10973.7
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 296 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: 9s4h, AdTs
- board: 5s6sKdAs8s
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:c/1:c,0:r1200,1:c
- total_win: 48250
- AI position:1
- AI card:Js|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.84
- total pot:400
- python rec ai action: fold
- -------------- game: 297 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5hJs
- board:
- action_history: 0:r300,1:f
- total_win: 48150
- AI position:0
- AI card:Js|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.761459, regret:1628.49
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qh|8c|5s|
- mycard:0, range:0.760976
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:165.811|42.4335|5.3933|0.0829139|0.242721|0.0361176|0|0|
- after update actions regrets:165.811|42.4335|5.3933|0.0829139|0.242721|0.0361176|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.198113, regret:42.4335
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qh|8c|5s|9h|
- mycard:0, range:0.150892
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:46.4917|167.175|0.262006|0.0712285|0|
- mycard range:0.150892
- update strategy
- iter:12000
- after update actions regrets:24033.8|7131.49|-69655.4|-79670.6|-2.7001e+06|
- after update actions average regrets:6573.35|3613.8|449.378|219.14|0|
- AI take action:check, probability:0.605583, regret:24033.8
- total pot:800
- python rec ai action: check
- community cards:Qh|8c|5s|9h|Qc|
- mycard:0, range:0.0913685
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.957|0.0431034|0|0|0|
- mycard range:0.0913685
- update strategy
- iter:12000
- after update actions regrets:-148645|13140.8|-88232.2|-165578|-124690|-160632|
- after update actions average regrets:0|10788.2|135.596|0|0|0|
- AI take action:call, probability:0.987641, regret:13140.8
- total pot:2400
- python rec ai action: call
- -------------- game: 298 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: 9cJs, 9d6s
- board: Qh8c5s9hQc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:c
- total_win: 49350
- AI position:1
- AI card:7d|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.8961|1719.43|1.84632|5.02961|372.667|26.1297|0|0|0|
- after update actions regrets:14.8961|1719.43|1.84632|5.02961|372.667|26.1297|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.804399, regret:1719.43
- total pot:600
- python rec ai action: call
- community cards:Qh|As|6d|
- mycard:1, range:0.803472
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:133.783|55.348|20.8165|3.57585|0.39467|0.0329698|0.0106858|0.0388054|
- after update actions regrets:133.783|55.348|20.8165|3.57585|0.39467|0.0329698|0.0106858|0.0388054|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.630332, regret:133.783
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qh|As|6d|8s|
- mycard:1, range:0.502292
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:18.2382|144.256|50.8395|0.646932|0.0197312|
- mycard range:0.502292
- update strategy
- iter:12000
- after update actions regrets:10544.9|14830.9|13641.5|13662.3|-1.03606e+06|
- after update actions average regrets:2490.43|2239.94|3889.5|1405.5|0|
- AI take action:check, probability:0.248429, regret:10544.9
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qh|As|6d|8s|2h|
- mycard:1, range:0.124776
- before update actions:l|1|2|4|n|
- before update actions regrets:55.0202|0.421835|52.6528|105.895|0.009709|
- mycard range:0.124776
- update strategy
- iter:12000
- after update actions regrets:6417.04|3586.45|-17.9963|13431.9|-855955|
- after update actions average regrets:2644.85|1394.21|1670.34|4408.04|0|
- AI take action:raise 1200, probability:0.435745, regret:13431.9
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 299 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ah7d
- board: QhAs6d8s2h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r1200,0:f
- total_win: 49650
- AI position:0
- AI card:5c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.607394, regret:1298.43
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ac|5s|8h|
- mycard:0, range:0.606742
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:194.276|18.6308|0.510572|0.559068|0.0232462|0|0|0|
- after update actions regrets:194.276|18.6308|0.510572|0.559068|0.0232462|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.915094, regret:194.276
- total pot:400
- python rec ai action: check
- community cards:Ac|5s|8h|9c|
- mycard:0, range:0.550821
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.979|0.0214286|0|0|0|
- mycard range:0.550821
- update strategy
- iter:12000
- after update actions regrets:12395.5|-68362.4|-132748|-131810|-2.45414e+06|
- after update actions average regrets:10676.4|0.000118078|232.122|0.00211407|0|
- AI take action:check, probability:0.978731, regret:12395.5
- total pot:400
- python rec ai action: check
- community cards:Ac|5s|8h|9c|2s|
- mycard:0, range:0.5391
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.064|213.763|0.0826405|0|0.0903226|0|
- mycard range:0.5391
- update strategy
- iter:12000
- after update actions regrets:2181.88|-4085.43|-13897.1|-12177.2|-16541.1|-510569|
- after update actions average regrets:10693.3|31.828|0|0|0|0|
- AI take action:fold, probability:0.997109, regret:2181.88
- total pot:800
- python rec ai action: fold
- -------------- game: 300 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3d5c,
- board: Ac5s8h9c2s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 49450
- AI position:1
- AI card:6s|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 301 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h6s
- board:
- action_history: 0:r300,1:f
- total_win: 49350
- AI position:0
- AI card:6s|9s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0654818, regret:140.395
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Td|Ts|Ac|
- mycard:0, range:0.0656051
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:5.61539|103.564|102.974|1.69642|0.11254|0.0376952|0|0|
- after update actions regrets:5.61539|103.564|102.974|1.69642|0.11254|0.0376952|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.488152, regret:103.564
- total pot:300
- python rec ai action: raise 100
- -------------- game: 302 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9s6s,
- board: TdTsAc
- action_history: 0:c,1:c/1:c,0:r100,1:f
- total_win: 49450
- AI position:1
- AI card:7c|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:8.10714|1500.73|3.77877|10.124|596.552|20.7077|0|0|0|
- after update actions regrets:8.10714|1500.73|3.77877|10.124|596.552|20.7077|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.701919, regret:1500.73
- total pot:600
- python rec ai action: call
- community cards:Jd|9s|Js|
- mycard:1, range:0.701276
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.923|37.8229|2.08889|0.0842355|0|0|0|0.0806843|
- after update actions regrets:173.923|37.8229|2.08889|0.0842355|0|0|0|0.0806843|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.816038, regret:173.923
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.406|0.329781|0.0880671|0.176189|0|
- after update actions regrets:213.406|0.329781|0.0880671|0.176189|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.406
- total pot:1200
- python rec ai action: fold
- -------------- game: 303 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Kc7c
- board: Jd9sJs
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 49150
- AI position:0
- AI card:Qc|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.753508, regret:1611.19
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1491.85|643.888|4.25719|0|
- after update actions regrets:1491.85|643.888|4.25719|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.300748, regret:643.888
- total pot:1200
- python rec ai action: call
- community cards:9c|9d|5s|
- mycard:0, range:0.226532
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:76.6286|51.3473|38.2844|47.7396|0|0|0|
- after update actions regrets:76.6286|51.3473|38.2844|47.7396|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.358491, regret:76.6286
- total pot:1200
- python rec ai action: check
- community cards:9c|9d|5s|3c|
- mycard:0, range:0.0811162
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:179.53|19.6589|0.0159661|14.7921|0.00316489|0|
- mycard range:0.0811162
- update strategy
- iter:12000
- after update actions regrets:183.277|-1079.59|-1713.24|-1014.46|-3022.25|-17768.3|
- after update actions average regrets:10789|0|0|0|0|0|
- AI take action:fold, probability:1, regret:183.277
- total pot:2400
- python rec ai action: fold
- -------------- game: 304 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 7dQc,
- board: 9c9d5s3c
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:f
- total_win: 48550
- AI position:1
- AI card:7s|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1545.58|6.82319|345.139|134.138|59.7239|48.597|0|0|
- after update actions regrets:1545.58|6.82319|345.139|134.138|59.7239|48.597|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.722976, regret:1545.58
- total pot:200
- python rec ai action: check
- community cards:9c|3c|7h|
- mycard:1, range:0.722233
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.084|4.49045|0.361982|0.0219573|0.0409598|0.000810104|0|0|
- after update actions regrets:209.084|4.49045|0.361982|0.0219573|0.0409598|0.000810104|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981221, regret:209.084
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9c|3c|7h|9d|
- mycard:1, range:0.705642
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:1.79392|197.463|14.7258|0.0172011|0|
- mycard range:0.705642
- update strategy
- iter:12000
- after update actions regrets:2990.03|3079.7|1326.76|-2347.75|-243117|
- after update actions average regrets:3723.84|3749.13|2789.6|196.121|0|
- AI take action:check, probability:0.356029, regret:2990.03
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9c|3c|7h|9d|4c|
- mycard:1, range:0.251245
- before update actions:l|1|2|4|n|
- before update actions regrets:9.3078|1.91784|201.891|0.883141|0|
- mycard range:0.251245
- update strategy
- iter:12000
- after update actions regrets:907.827|482.437|944.411|380.402|-49790.5|
- after update actions average regrets:2462.41|2295.22|4216.22|1575.63|0|
- AI take action:raise 400, probability:0.149317, regret:380.402
- total pot:600
- python rec ai action: raise 400
- -------------- game: 305 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 5d7s
- board: 9c3c7h9d4c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 48650
- AI position:0
- AI card:Js|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.208606, regret:446.515
- total pot:400
- python rec ai action: raise 300
- -------------- game: 306 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Js6d,
- board:
- action_history: 0:r300,1:f
- total_win: 48750
- AI position:1
- AI card:4d|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 307 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4dTh
- board:
- action_history: 0:r300,1:f
- total_win: 48650
- AI position:0
- AI card:9s|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0982686, regret:210.281
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Js|Ac|Jc|
- mycard:0, range:0.0982624
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:17.6933|162.993|32.512|0.799083|0.00263315|0|0.000418911|0|
- after update actions regrets:17.6933|162.993|32.512|0.799083|0.00263315|0|0.000418911|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.0805687, regret:17.6933
- total pot:600
- python rec ai action: check
- community cards:Js|Ac|Jc|Th|
- mycard:0, range:0.00812425
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:60.8419|4.87337|148.068|0.216623|0|
- mycard range:0.00812425
- update strategy
- iter:12000
- after update actions regrets:2311.34|-51070.6|-63804.4|-76098.3|-1.93805e+06|
- after update actions average regrets:10964|0|0|0|0|
- AI take action:check, probability:1, regret:2311.34
- total pot:600
- python rec ai action: check
- community cards:Js|Ac|Jc|Th|Qs|
- mycard:0, range:0.00812425
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:52.1537|116.689|45.0449|0.112563|0|
- mycard range:0.00812425
- update strategy
- iter:12000
- after update actions regrets:4561.16|-2152.3|5183.05|-28787.9|-666169|
- after update actions average regrets:2471.03|0|8482.53|0|0|
- AI take action:raise 600, probability:0.7744, regret:5183.05
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 308 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 3h9s,
- board: JsAcJcThQs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 48950
- AI position:1
- AI card:4c|3h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0290126, regret:62.7454
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 309 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 4c3h
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 49050
- AI position:0
- AI card:3s|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.374181, regret:800.671
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ah|6s|4s|
- mycard:0, range:0.374146
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.173|0.44113|4.49222|0.572521|0.166711|0.0336283|0.107065|0.0140625|
- after update actions regrets:208.173|0.44113|4.49222|0.572521|0.166711|0.0336283|0.107065|0.0140625|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.173
- total pot:600
- python rec ai action: check
- community cards:Ah|6s|4s|6c|
- mycard:0, range:0.363957
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.694|0.0991279|0.126023|0.0811807|0|
- mycard range:0.363957
- update strategy
- iter:12000
- after update actions regrets:864.207|13945.6|-48388.4|-234914|-4.33428e+06|
- after update actions average regrets:2001.88|8927.17|59.6277|0|0|
- AI take action:raise 300, probability:0.812506, regret:13945.6
- total pot:900
- python rec ai action: raise 300
- -------------- game: 310 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 3d3s,
- board: Ah6s4s6c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:f
- total_win: 49350
- AI position:1
- AI card:3s|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 311 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c3s
- board:
- action_history: 0:r300,1:f
- total_win: 49250
- AI position:0
- AI card:Ks|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.777934, regret:1664.02
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|2d|Td|
- mycard:0, range:0.777581
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:168.002|0.883692|7.82567|30.5688|6.30144|0.418493|0|0|
- after update actions regrets:168.002|0.883692|7.82567|30.5688|6.30144|0.418493|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.796209, regret:168.002
- total pot:400
- python rec ai action: check
- community cards:Qd|2d|Td|8s|
- mycard:0, range:0.610444
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.245196|55.4672|157.992|0.295117|0|
- mycard range:0.610444
- update strategy
- iter:12000
- after update actions regrets:5789.87|-43062.9|-83972.4|-88336.1|-5.37742e+06|
- after update actions average regrets:8627.94|2151.62|0|42.7645|0|
- AI take action:check, probability:0.79732, regret:5789.87
- total pot:400
- python rec ai action: check
- community cards:Qd|2d|Td|8s|Tc|
- mycard:0, range:0.486668
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:172.087|0|0|38.0299|3.88271|0|
- mycard range:0.486668
- update strategy
- iter:12000
- after update actions regrets:1257.05|-8931.03|-14176|-28643|-42615.2|-611482|
- after update actions average regrets:10895|0|0|0|0|0|
- AI take action:fold, probability:1, regret:1257.05
- total pot:800
- python rec ai action: fold
- -------------- game: 312 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4cKs,
- board: Qd2dTd8sTc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 49050
- AI position:1
- AI card:9d|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.781937, regret:1671.1
- total pot:600
- python rec ai action: call
- community cards:8h|3h|Jc|
- mycard:1, range:0.780886
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.168|0.245968|0.301955|0.210054|0.0737426|0|0|0|
- after update actions regrets:213.168|0.245968|0.301955|0.210054|0.0737426|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.168
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:175.897|37.591|0.1543|0.357635|0|
- after update actions regrets:175.897|37.591|0.1543|0.357635|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.174528, regret:37.591
- total pot:1800
- python rec ai action: call
- community cards:8h|3h|Jc|6d|
- mycard:1, range:0.136637
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:168.73|45.2701|0|0|0|
- mycard range:0.136637
- update strategy
- iter:12000
- after update actions regrets:2938.71|-20495.7|-58353|-102139|-1.13359e+06|
- after update actions average regrets:10529|0|0|0|0|
- AI take action:check, probability:1, regret:2938.71
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:8h|3h|Jc|6d|Qd|
- mycard:1, range:0.136637
- before update actions:l|1|2|4|n|
- before update actions regrets:0.8489|116.65|89.0916|7.40993|0|
- mycard range:0.136637
- update strategy
- iter:12000
- after update actions regrets:-4423.76|2702.04|1344.48|-1388.2|-19489.6|
- after update actions average regrets:0.0287001|6900.04|2877.41|541.383|0|
- AI take action:raise 1800, probability:0.278833, regret:1344.48
- total pot:3600
- python rec ai action: raise 1800
- opp action:raise 7200
- total pot:10800
- before update actions:d|l|n|
- before update actions regrets:547.153|-6128.85|-2687.85|
- mycard range:0.136637
- update strategy
- iter:12000
- after update actions regrets:547.153|-17346.8|-10422.8|
- after update actions average regrets:19536|0|0|
- AI take action:fold, probability:1, regret:547.153
- total pot:10800
- python rec ai action: fold
- -------------- game: 313 -----------------
- win_money: -2700
- players: OpenStackTwo, Bot
- hand: , Ah9d
- board: 8h3hJc6dQd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:r1800,0:r7200,1:f
- total_win: 46350
- AI position:0
- AI card:4c|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.726848, regret:1554.04
- total pot:300
- python rec ai action: raise 200
- -------------- game: 314 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4c8c,
- board:
- action_history: 0:r200,1:f
- total_win: 46450
- AI position:1
- AI card:7c|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:832.078|1307.92|0|0|0|0|0|0|0|
- after update actions regrets:832.078|1307.92|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.388967, regret:832.078
- total pot:400
- python rec ai action: fold
- -------------- game: 315 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qd7c
- board:
- action_history: 0:r300,1:f
- total_win: 46350
- AI position:0
- AI card:9c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.720898, regret:1542.2
- total pot:300
- python rec ai action: raise 200
- -------------- game: 316 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9c6d,
- board:
- action_history: 0:r200,1:f
- total_win: 46450
- AI position:1
- AI card:9s|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9
- total pot:600
- python rec ai action: call
- community cards:4c|Ah|Jh|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:189.021|23.3999|1.50749|0.0409828|0.0281374|0.0022552|0|0|
- after update actions regrets:189.021|23.3999|1.50749|0.0409828|0.0281374|0.0022552|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.887324, regret:189.021
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4c|Ah|Jh|4h|
- mycard:1, range:0.747444
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:209.836|3.89649|0.143932|0.123507|0|
- mycard range:0.747444
- update strategy
- iter:12000
- after update actions regrets:3143.88|-10160.1|-3675.82|-14197.8|-1.32099e+06|
- after update actions average regrets:10603|0|0|0|0|
- AI take action:check, probability:1, regret:3143.88
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4c|Ah|Jh|4h|9c|
- mycard:1, range:0.747444
- before update actions:l|1|2|4|n|
- before update actions regrets:3.96645|209.964|0.0539063|0.0160156|0|
- mycard range:0.747444
- update strategy
- iter:12000
- after update actions regrets:5835.67|-29131.3|-60490.2|-143430|-457344|
- after update actions average regrets:10308.7|318.913|0|0|0|
- AI take action:check, probability:0.970073, regret:5835.67
- total pot:600
- python rec ai action: check
- -------------- game: 317 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: Kc5c, 9s8c
- board: 4cAhJh4h9c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 46750
- AI position:0
- AI card:Jc|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0968195, regret:207.918
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1662.91|415.938|4.02998|57.1244|0|
- after update actions regrets:1662.91|415.938|4.02998|57.1244|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.777362, regret:1662.91
- total pot:400
- python rec ai action: fold
- -------------- game: 318 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: 4hJc,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 46650
- AI position:1
- AI card:3s|8c
- -------------- game: 319 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3s8c
- board:
- action_history: 0:f
- total_win: 46700
- AI position:0
- AI card:4s|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.799439, regret:1710.22
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|Qc|8d|
- mycard:0, range:0.799166
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.921|0.775892|0.575527|1.49901|0.202072|0.0138915|0|0.0123375|
- after update actions regrets:210.921|0.775892|0.575527|1.49901|0.202072|0.0138915|0|0.0123375|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995261, regret:210.921
- total pot:400
- python rec ai action: check
- community cards:Jh|Qc|8d|2c|
- mycard:0, range:0.787669
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.875|0.089652|0|0|0.0357309|0|
- mycard range:0.787669
- update strategy
- iter:12000
- after update actions regrets:2452.6|-68639.2|-87560.3|-128504|-153289|-2.01074e+06|
- after update actions average regrets:10988|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2452.6
- total pot:800
- python rec ai action: fold
- -------------- game: 320 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4sAd,
- board: JhQc8d2c
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 46500
- AI position:1
- AI card:4s|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.940626, regret:2012.68
- total pot:400
- python rec ai action: fold
- -------------- game: 321 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qd4s
- board:
- action_history: 0:r300,1:f
- total_win: 46400
- AI position:0
- AI card:9s|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6h|Ac|8d|
- mycard:0, range:0.718196
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:194.889|5.11091|0.749225|12.7353|0.515864|0|0|0|
- after update actions regrets:194.889|5.11091|0.749225|12.7353|0.515864|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.919431, regret:194.889
- total pot:400
- python rec ai action: check
- community cards:6h|Ac|8d|2c|
- mycard:0, range:0.654057
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:61.8534|0.620617|151.237|0.289118|0|
- mycard range:0.654057
- update strategy
- iter:12000
- after update actions regrets:15594.4|31949.2|-40670.2|-19968.1|-2.64342e+06|
- after update actions average regrets:1785.1|6844.77|848.743|1428.96|0|
- AI take action:raise 200, probability:0.627602, regret:31949.2
- total pot:600
- python rec ai action: raise 200
- -------------- game: 322 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7d9s,
- board: 6hAc8d2c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 46600
- AI position:1
- AI card:6s|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.663079, regret:1417.19
- total pot:600
- python rec ai action: call
- community cards:Qd|7h|5h|
- mycard:1, range:0.662237
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.452|34.7581|6.19653|1.22956|0.201526|0|0|0.162514|
- after update actions regrets:171.452|34.7581|6.19653|1.22956|0.201526|0|0|0.162514|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.806604, regret:171.452
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.271301|206.337|2.6781|4.52857|0.184658|
- after update actions regrets:0.271301|206.337|2.6781|4.52857|0.184658|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.971698, regret:206.337
- total pot:1800
- python rec ai action: call
- community cards:Qd|7h|5h|4d|
- mycard:1, range:0.511571
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:208.85|5.08225|0.0680831|0|0|
- mycard range:0.511571
- update strategy
- iter:12000
- after update actions regrets:7019.89|-4497.87|-28783.9|-66689|-628892|
- after update actions average regrets:10377.5|279.862|29.6503|0|0|
- AI take action:check, probability:0.971175, regret:7019.89
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:-34864.8|8227.03|-15464.3|-1686.25|-12107.1|
- mycard range:0.511571
- update strategy
- iter:12000
- after update actions regrets:-62031.8|13106|-15843.3|3778.75|-47367.1|
- after update actions average regrets:228.534|18596.9|1190.73|1553.71|31.1553|
- AI take action:call, probability:0.861006, regret:13106
- total pot:5400
- python rec ai action: call
- community cards:Qd|7h|5h|4d|As|
- mycard:1, range:0.427669
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0|0.1|0|0|
- mycard range:0.427669
- update strategy
- iter:12000
- after update actions regrets:937.537|-97510.4|-267718|-703515|-1.14391e+06|
- after update actions average regrets:10575|0|0|0|0|
- AI take action:check, probability:1, regret:937.537
- total pot:5400
- python rec ai action: check
- -------------- game: 323 -----------------
- win_money: -2700
- players: OpenStackTwo, Bot
- hand: QhJs, 6s7c
- board: Qd7h5h4dAs
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:c/1:c,0:c
- total_win: 43900
- AI position:0
- AI card:Kd|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.225444, regret:482.462
- total pot:400
- python rec ai action: raise 300
- -------------- game: 324 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Kd2h,
- board:
- action_history: 0:r300,1:f
- total_win: 44000
- AI position:1
- AI card:Kc|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966324, regret:2066.93
- total pot:400
- python rec ai action: fold
- -------------- game: 325 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Kc2d
- board:
- action_history: 0:r300,1:f
- total_win: 43900
- AI position:0
- AI card:Kd|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.733988, regret:1570.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2h|Qd|2s|
- mycard:0, range:0.733733
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.363|2.90078|1.88911|0.656612|0.0978888|0|0|0.0929245|
- after update actions regrets:208.363|2.90078|1.88911|0.656612|0.0978888|0|0|0.0929245|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985782, regret:208.363
- total pot:400
- python rec ai action: check
- community cards:2h|Qd|2s|5h|
- mycard:0, range:0.714405
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:212.302|0.719395|0.00994764|0.00863874|0.959609|0|
- mycard range:0.714405
- update strategy
- iter:12000
- after update actions regrets:7987.25|-12763.3|-10141|-36902|-57067.1|-2.13612e+06|
- after update actions average regrets:9898.3|456.233|228.547|0|0|0|
- AI take action:fold, probability:0.935362, regret:7987.25
- total pot:800
- python rec ai action: fold
- -------------- game: 326 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kd3h,
- board: 2hQd2s5h
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 43700
- AI position:1
- AI card:5d|6d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1005.27|12.0816|594.129|284.151|127.13|117.218|0.0257479|0|
- after update actions regrets:1005.27|12.0816|594.129|284.151|127.13|117.218|0.0257479|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.2777, regret:594.129
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4h|9h|4d|
- mycard:1, range:0.27763
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.572|0.0600055|0.974834|0.392797|0|0|0|0|
- after update actions regrets:212.572|0.0600055|0.974834|0.392797|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.572
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.867|0.132087|0.000485546|0|0|
- after update actions regrets:213.867|0.132087|0.000485546|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.867
- total pot:1200
- python rec ai action: fold
- -------------- game: 327 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 5d6d
- board: 4h9h4d
- action_history: 0:c,1:r300,0:c/1:c,0:r600,1:f
- total_win: 43400
- AI position:0
- AI card:9c|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|Ts|Th|
- mycard:0, range:0.718196
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:138.587|31.9037|42.899|0.334947|0.275587|0|0|0|
- after update actions regrets:138.587|31.9037|42.899|0.334947|0.275587|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.654028, regret:138.587
- total pot:400
- python rec ai action: check
- community cards:As|Ts|Th|7s|
- mycard:0, range:0.465105
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.904|0.0465169|0.0419847|0.00729927|0|
- mycard range:0.465105
- update strategy
- iter:12000
- after update actions regrets:17473.3|-24851.5|-110223|-316068|-3.11288e+06|
- after update actions average regrets:9351.16|1454.68|0.0624332|0|0|
- AI take action:check, probability:0.865433, regret:17473.3
- total pot:400
- python rec ai action: check
- community cards:As|Ts|Th|7s|6d|
- mycard:0, range:0.40249
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.855662|213.099|0.0026455|0.0429662|0|0|
- mycard range:0.40249
- update strategy
- iter:12000
- after update actions regrets:-28470.4|4645.86|-34802.2|-33603.2|-72087.2|-473899|
- after update actions average regrets:0|10768|0|0|0|0|
- AI take action:call, probability:1, regret:4645.86
- total pot:1200
- python rec ai action: call
- -------------- game: 328 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 9c7d, 2dAd
- board: AsTsTh7s6d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 42800
- AI position:1
- AI card:7s|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.832475, regret:1779.9
- total pot:600
- python rec ai action: call
- community cards:9s|Tc|6d|
- mycard:1, range:0.831728
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:127.928|66.8736|15.3762|3.45405|0.352071|0|0.0158199|0|
- after update actions regrets:127.928|66.8736|15.3762|3.45405|0.352071|0|0.0158199|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.601896, regret:127.928
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9s|Tc|6d|As|
- mycard:1, range:0.497203
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:69.9606|46.7656|15.7231|81.5507|0|
- mycard range:0.497203
- update strategy
- iter:12000
- after update actions regrets:45620.1|31432.9|15592.8|-2355.33|-20781.2|
- after update actions average regrets:2918.43|3532.84|2444.07|1331.71|172.767|
- AI take action:raise 300, probability:0.339713, regret:31432.9
- total pot:900
- python rec ai action: raise 300
- -------------- game: 329 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 7s8d
- board: 9sTc6dAs
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 43100
- AI position:0
- AI card:7s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.862|1409.66|592.086|7.14904|0.239729|0|0|0|
- after update actions regrets:0|130.862|1409.66|592.086|7.14904|0.239729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.659027, regret:1409.66
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ts|3s|8c|
- mycard:0, range:0.658721
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:16.3438|131.577|62.0884|3.87106|0.0498305|0|0|0.06997|
- after update actions regrets:16.3438|131.577|62.0884|3.87106|0.0498305|0|0|0.06997|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.617925, regret:131.577
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ts|3s|8c|5s|
- mycard:0, range:0.405012
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|28.6842|151.318|33.9983|0|
- mycard range:0.405012
- update strategy
- iter:12000
- after update actions regrets:-222068|-117316|19791.5|-160576|-553692|
- after update actions average regrets:0|70.6862|10904.4|1.76278|0|
- AI take action:raise 800, probability:0.993531, regret:19791.5
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 330 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Ks7s,
- board: Ts3s8c5s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 43500
- AI position:1
- AI card:As|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.797753, regret:1704.63
- total pot:600
- python rec ai action: call
- community cards:Th|Td|2s|
- mycard:1, range:0.796555
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.971|7.56914|1.13008|0.181964|0.0192077|0.0285823|0.0645291|0.0353815|
- after update actions regrets:204.971|7.56914|1.13008|0.181964|0.0192077|0.0285823|0.0645291|0.0353815|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.971
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Th|Td|2s|5d|
- mycard:1, range:0.762948
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.088|0.591197|0.179235|0.0644993|0.0766091|
- mycard range:0.762948
- update strategy
- iter:12000
- after update actions regrets:9704.18|7465.68|-18461.7|-62142.8|-649746|
- after update actions average regrets:6100.73|4091.22|108.535|0|0|
- AI take action:raise 300, probability:0.397223, regret:7465.68
- total pot:900
- python rec ai action: raise 300
- -------------- game: 331 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8cAs
- board: ThTd2s5d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 43800
- AI position:0
- AI card:7s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:800
- python rec ai action: fold
- -------------- game: 332 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 7s4h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 43600
- AI position:1
- AI card:3c|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 333 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9h3c
- board:
- action_history: 0:r300,1:f
- total_win: 43500
- AI position:0
- AI card:3s|8s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673059, regret:1439.25
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|2h|6d|
- mycard:0, range:0.672548
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:16.0578|192.73|5.13924|0.0725304|0|0|0|0|
- after update actions regrets:16.0578|192.73|5.13924|0.0725304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.901408, regret:192.73
- total pot:600
- python rec ai action: raise 200
- -------------- game: 334 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8s3s,
- board: Ah2h6d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 43700
- AI position:1
- AI card:2h|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2068.89|71.0613|0|0.0465636|0|0|0|0|0|
- after update actions regrets:2068.89|71.0613|0|0.0465636|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966807, regret:2068.89
- total pot:400
- python rec ai action: fold
- -------------- game: 335 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6h2h
- board:
- action_history: 0:r300,1:f
- total_win: 43600
- AI position:0
- AI card:6s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.720898, regret:1542.2
- total pot:300
- python rec ai action: raise 200
- -------------- game: 336 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9h6s,
- board:
- action_history: 0:r200,1:f
- total_win: 43700
- AI position:1
- AI card:8s|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.832475, regret:1779.9
- total pot:600
- python rec ai action: call
- community cards:6d|2s|Ac|
- mycard:1, range:0.831728
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:158.011|55.0925|0.465336|0.382803|0.0208613|0.0270404|0|0|
- after update actions regrets:158.011|55.0925|0.465336|0.382803|0.0208613|0.0270404|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.741784, regret:158.011
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.383|0.143636|0.358217|0.114807|0|
- after update actions regrets:213.383|0.143636|0.358217|0.114807|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.383
- total pot:1200
- python rec ai action: fold
- -------------- game: 337 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7d8s
- board: 6d2sAc
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 43400
- AI position:0
- AI card:8s|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.206364, regret:441.886
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Tc|Td|2h|
- mycard:0, range:0.206489
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.63|0.138057|0.0997538|0|0.0605038|0.0303103|0.0281623|0.0136038|
- after update actions regrets:213.63|0.138057|0.0997538|0|0.0605038|0.0303103|0.0281623|0.0136038|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.63
- total pot:600
- python rec ai action: check
- community cards:Tc|Td|2h|Kh|
- mycard:0, range:0.206131
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.68|0|0.32|0|0|
- mycard range:0.206131
- update strategy
- iter:12000
- after update actions regrets:5317.7|-137930|-177075|-246498|-4.27823e+06|
- after update actions average regrets:10911|0|0|0|0|
- AI take action:check, probability:1, regret:5317.7
- total pot:600
- python rec ai action: check
- community cards:Tc|Td|2h|Kh|8h|
- mycard:0, range:0.206131
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.168966|95.8099|117.931|0.0903304|0|
- mycard range:0.206131
- update strategy
- iter:12000
- after update actions regrets:-26756|4475.67|-55729.2|-168448|-2.3842e+06|
- after update actions average regrets:341.844|10548|0|0|0|
- AI take action:raise 300, probability:0.968681, regret:4475.67
- total pot:900
- python rec ai action: raise 300
- -------------- game: 338 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 8sQc,
- board: TcTd2hKh8h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r300,1:f
- total_win: 43700
- AI position:1
- AI card:8d|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.608797, regret:1301.97
- total pot:400
- python rec ai action: fold
- -------------- game: 339 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6h8d
- board:
- action_history: 0:r300,1:f
- total_win: 43600
- AI position:0
- AI card:Js|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.386342, regret:826.665
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Jd|Th|Qh|
- mycard:0, range:0.386292
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.956|3.30931|0.486327|0.171634|0.0592105|0.00921327|0|0.0083632|
- after update actions regrets:209.956|3.30931|0.486327|0.171634|0.0592105|0.00921327|0|0.0083632|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.956
- total pot:600
- python rec ai action: check
- community cards:Jd|Th|Qh|8c|
- mycard:0, range:0.378992
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.065395|208.311|0.0914627|0.515561|4.9875|0.0295597|
- mycard range:0.378992
- update strategy
- iter:12000
- after update actions regrets:-97191.6|5264.63|-23807.6|-101618|-222750|-1.93886e+06|
- after update actions average regrets:0|10808.1|70.3303|0|0|0|
- AI take action:call, probability:0.993565, regret:5264.63
- total pot:1800
- python rec ai action: call
- community cards:Jd|Th|Qh|8c|3s|
- mycard:0, range:0.376542
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.755|0.0682059|0.142857|0.0335878|0|
- mycard range:0.376542
- update strategy
- iter:12000
- after update actions regrets:416.691|-20511|-72265.9|-195513|-1.51074e+06|
- after update actions average regrets:10839|0|0|0|0|
- AI take action:check, probability:1, regret:416.691
- total pot:1800
- python rec ai action: check
- -------------- game: 340 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: AdJs, 5dAs
- board: JdThQh8c3s
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:c,0:c
- total_win: 44500
- AI position:1
- AI card:3s|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 341 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s8d
- board:
- action_history: 0:r300,1:f
- total_win: 44400
- AI position:0
- AI card:9c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.720898, regret:1542.2
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Tc|Ts|8h|
- mycard:0, range:0.720654
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:6.73739|113.598|70.3108|22.6424|0.711027|0|0|0|
- after update actions regrets:6.73739|113.598|70.3108|22.6424|0.711027|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.535545, regret:113.598
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Tc|Ts|8h|Qd|
- mycard:0, range:0.382547
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:200.346|10.5455|2.83477|0.273437|0|
- mycard range:0.382547
- update strategy
- iter:12000
- after update actions regrets:-5488.83|19357.4|30680.7|-77979.9|-1.61208e+06|
- after update actions average regrets:1125.99|4505.44|5040.11|0.188754|0|
- AI take action:check, probability:0.105436, regret:-5488.83
- total pot:800
- python rec ai action: check
- community cards:Tc|Ts|8h|Qd|5h|
- mycard:0, range:0.0403631
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.0403631
- update strategy
- iter:12000
- after update actions regrets:2084.95|-378689|-42164.1|-25752.1|-58829.1|-155656|
- after update actions average regrets:10815|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2084.95
- total pot:1600
- python rec ai action: fold
- -------------- game: 342 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 6d9c,
- board: TcTs8hQd5h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:f
- total_win: 44000
- AI position:1
- AI card:Ks|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:551.227|1483.04|0.0531949|0.0744228|97.8811|7.72903|0|0|0|
- after update actions regrets:551.227|1483.04|0.0531949|0.0744228|97.8811|7.72903|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.257717, regret:551.227
- total pot:400
- python rec ai action: fold
- -------------- game: 343 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ks5d
- board:
- action_history: 0:r300,1:f
- total_win: 43900
- AI position:0
- AI card:5d|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|115.998|1630.43|390.319|3.24958|0|0|0|0|
- after update actions regrets:0|115.998|1630.43|390.319|3.24958|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.762395, regret:1630.43
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1957.64|182.36|0|
- after update actions regrets:0|1957.64|182.36|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.914914, regret:1957.64
- total pot:1200
- python rec ai action: call
- community cards:Kd|8h|4h|
- mycard:0, range:0.696961
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:142.593|14.3341|47.0412|9.96243|0|0|0.0697026|
- after update actions regrets:142.593|14.3341|47.0412|9.96243|0|0|0.0697026|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.0660377, regret:14.3341
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:Kd|8h|4h|Jh|
- mycard:0, range:0.0466838
- turn subgame infoset node:857920
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.976|0|0.0235484|0|0|
- mycard range:0.0466838
- update strategy
- iter:12000
- after update actions regrets:298.571|-516.406|-837.382|-2536.41|-26106.7|
- after update actions average regrets:9581.44|0|1069.88|0|0|
- AI take action:check, probability:0.899624, regret:298.571
- total pot:2400
- python rec ai action: check
- community cards:Kd|8h|4h|Jh|2c|
- mycard:0, range:0.0419946
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.9|212.667|0.433192|0|0|
- mycard range:0.0419946
- update strategy
- iter:12000
- after update actions regrets:110.609|225.375|-904.858|-1320.29|-17706.3|
- after update actions average regrets:4189.49|6438.89|0|0|0|
- AI take action:raise 1200, probability:0.605815, regret:225.375
- total pot:3600
- python rec ai action: raise 1200
- -------------- game: 344 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: 5dJd,
- board: Kd8h4hJh2c
- action_history: 0:r200,1:r600,0:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 45100
- AI position:1
- AI card:7d|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.699392, regret:1496.62
- total pot:600
- python rec ai action: call
- community cards:5c|8s|Kh|
- mycard:1, range:0.699353
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.453|0.135048|0.182943|0.220359|0|0.009147|0|0|
- after update actions regrets:213.453|0.135048|0.182943|0.220359|0|0.009147|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.453
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.407|0.0240323|0.336425|0.232964|0|
- after update actions regrets:213.407|0.0240323|0.336425|0.232964|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.407
- total pot:1200
- python rec ai action: fold
- -------------- game: 345 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7dTh
- board: 5c8sKh
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 44800
- AI position:0
- AI card:8s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599626, regret:1282.05
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2c|9c|Td|
- mycard:0, range:0.599088
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.392|6.35491|0.00857143|0.206482|0.0364723|0.00108893|0|0|
- after update actions regrets:207.392|6.35491|0.00857143|0.206482|0.0364723|0.00108893|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971831, regret:207.392
- total pot:400
- python rec ai action: check
- community cards:2c|9c|Td|Ad|
- mycard:0, range:0.580591
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0348148|185.361|28.4272|0.176586|0|
- mycard range:0.580591
- update strategy
- iter:12000
- after update actions regrets:33606|3529.29|4290.35|8613.1|-3.09455e+06|
- after update actions average regrets:7048.05|2898.87|710.195|284.592|0|
- AI take action:check, probability:0.644241, regret:33606
- total pot:400
- python rec ai action: check
- community cards:2c|9c|Td|Ad|Jh|
- mycard:0, range:0.373985
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0378571|0.341303|213.512|0.108969|0|
- mycard range:0.373985
- update strategy
- iter:12000
- after update actions regrets:-306658|9071.69|10345.9|-72357.5|-520972|
- after update actions average regrets:0|3486.9|6948.17|454.281|0|
- AI take action:raise 400, probability:0.638134, regret:10345.9
- total pot:800
- python rec ai action: raise 400
- -------------- game: 346 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: As8s,
- board: 2c9cTdAdJh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 45000
- AI position:1
- AI card:Ks|As
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:4.90301|10.6118|865.765|602.073|307.223|344.016|5.14062|0.267192|
- after update actions regrets:4.90301|10.6118|865.765|602.073|307.223|344.016|5.14062|0.267192|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.143659, regret:307.223
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 347 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , KsAs
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 45100
- AI position:0
- AI card:As|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.386342, regret:826.665
- total pot:400
- python rec ai action: raise 300
- -------------- game: 348 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: JdAs,
- board:
- action_history: 0:r300,1:f
- total_win: 45200
- AI position:1
- AI card:Jc|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:9.38926|21.1532|1075.81|497.478|201.809|320.175|11.9551|2.2274|
- after update actions regrets:9.38926|21.1532|1075.81|497.478|201.809|320.175|11.9551|2.2274|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0941011, regret:201.809
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 349 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , JcJd
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 45300
- AI position:0
- AI card:4c|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.95884, regret:2050.09
- total pot:150
- python rec ai action: fold
- -------------- game: 350 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 4c2h,
- board:
- action_history: 0:f
- total_win: 45250
- AI position:1
- AI card:6d|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.0720299, regret:154.582
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:5d|9c|8h|
- mycard:1, range:0.0722346
- before update actions:l|1|2|4|8|n|
- before update actions regrets:183.988|29.288|0.44937|0.12357|0.0454013|0.105544|
- after update actions regrets:183.988|29.288|0.44937|0.12357|0.0454013|0.105544|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.136792, regret:29.288
- total pot:4500
- python rec ai action: raise 1500
- -------------- game: 351 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: , 6d5h
- board: 5d9c8h
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:f
- total_win: 46750
- AI position:0
- AI card:Kc|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|40.1247|1472.92|607.681|18.4439|0.830493|0|0|0|
- after update actions regrets:0|40.1247|1472.92|607.681|18.4439|0.830493|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.284043, regret:607.681
- total pot:400
- python rec ai action: raise 300
- -------------- game: 352 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: KcKh,
- board:
- action_history: 0:r300,1:f
- total_win: 46850
- AI position:1
- AI card:6s|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.549111, regret:1174.31
- total pot:400
- python rec ai action: fold
- -------------- game: 353 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6s5c
- board:
- action_history: 0:r300,1:f
- total_win: 46750
- AI position:0
- AI card:Ks|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.733988, regret:1570.19
- total pot:300
- python rec ai action: raise 200
- -------------- game: 354 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3dKs,
- board:
- action_history: 0:r200,1:f
- total_win: 46850
- AI position:1
- AI card:Tc|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.383427, regret:819.105
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:4d|2d|Qh|
- mycard:1, range:0.382759
- before update actions:l|1|2|4|8|n|
- before update actions regrets:85.68|124.031|3.25876|0.817589|0.0478328|0.165034|
- after update actions regrets:85.68|124.031|3.25876|0.817589|0.0478328|0.165034|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.400943, regret:85.68
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:4d|2d|Qh|8c|
- mycard:1, range:0.153247
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:9.45738|132.563|71.8202|0.159263|0|
- mycard range:0.153247
- update strategy
- iter:12000
- after update actions regrets:13720|-95329.9|-128005|-293591|-1.38857e+06|
- after update actions average regrets:10603|0|0|0|0|
- AI take action:check, probability:1, regret:13720
- total pot:3000
- python rec ai action: check
- opp action:raise 3000
- total pot:6000
- before update actions:d|l|1|2|n|
- before update actions regrets:381.801|-130015|-215055|-254996|-418524|
- mycard range:0.153247
- update strategy
- iter:12000
- after update actions regrets:381.801|-197753|-349274|-340476|-581248|
- after update actions average regrets:20795|0|0|0|0|
- AI take action:fold, probability:1, regret:381.801
- total pot:6000
- python rec ai action: fold
- -------------- game: 355 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: , TcAh
- board: 4d2dQh8c
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:r3000,1:f
- total_win: 45350
- AI position:0
- AI card:Js|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.2395|1260.93|821.681|17.9655|0.185733|0|0|0|
- after update actions regrets:0|39.2395|1260.93|821.681|17.9655|0.185733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.589612, regret:1260.93
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ts|4s|Ks|
- mycard:0, range:0.589219
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.493|57.3376|34.1823|7.39408|1.25838|0.334216|0|
- after update actions regrets:0|113.493|57.3376|34.1823|7.39408|1.25838|0.334216|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.160377, regret:34.1823
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 356 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: JsAs,
- board: Ts4sKs
- action_history: 0:r200,1:c/1:c,0:r800,1:f
- total_win: 45550
- AI position:1
- AI card:2c|3c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 357 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c3c
- board:
- action_history: 0:r300,1:f
- total_win: 45450
- AI position:0
- AI card:5d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.63
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8s|2c|Tc|
- mycard:0, range:0.73768
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2.13086|203.011|7.99762|0.711892|0.129491|0.0187686|0|0|
- after update actions regrets:2.13086|203.011|7.99762|0.711892|0.129491|0.0187686|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.957547, regret:203.011
- total pot:600
- python rec ai action: raise 200
- -------------- game: 358 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Qd5d,
- board: 8s2cTc
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 45650
- AI position:1
- AI card:3d|9d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1594.21|5.99569|362.722|85.0766|44.1944|47.8012|0|0|
- after update actions regrets:1594.21|5.99569|362.722|85.0766|44.1944|47.8012|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.745905, regret:1594.21
- total pot:200
- python rec ai action: check
- community cards:5c|7d|Ts|
- mycard:1, range:0.744958
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.659|31.1566|1.41957|0.683917|0.0618061|0.0194128|0|0|
- after update actions regrets:180.659|31.1566|1.41957|0.683917|0.0618061|0.0194128|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.849057, regret:180.659
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5c|7d|Ts|3c|
- mycard:1, range:0.628893
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:193.845|20.1545|0|0|0|
- mycard range:0.628893
- update strategy
- iter:12000
- after update actions regrets:1924.44|-112.25|-2421.4|-1791.4|-232018|
- after update actions average regrets:7520.7|1971.62|0|690.85|0|
- AI take action:raise 100, probability:0.193596, regret:-112.25
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:5c|7d|Ts|3c|Js|
- mycard:1, range:0.121763
- before update actions:l|1|2|4|n|
- before update actions regrets:213.536|0.464075|0|0|0|
- mycard range:0.121763
- update strategy
- iter:12000
- after update actions regrets:249.233|-1505.84|-2103.3|-4209.3|-54465.3|
- after update actions average regrets:10047.2|135.834|0|0|0|
- AI take action:raise 200, probability:0.0132587, regret:-1505.84
- total pot:600
- python rec ai action: raise 200
- -------------- game: 359 -----------------
- win_money: -400
- players: OpenStackTwo, Bot
- hand: Tc8h, 9d3d
- board: 5c7dTs3cJs
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:r200,0:c
- total_win: 45250
- AI position:0
- AI card:7d|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.231525, regret:495.933
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ad|5d|Ts|
- mycard:0, range:0.231744
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.701|28.441|1.72909|2.0219|1.03032|0.0224719|0.0374532|0.0164794|
- after update actions regrets:180.701|28.441|1.72909|2.0219|1.03032|0.0224719|0.0374532|0.0164794|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.849057, regret:180.701
- total pot:600
- python rec ai action: check
- community cards:Ad|5d|Ts|8d|
- mycard:0, range:0.195685
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0755234|203.034|0.72674|10.0139|0.128686|0.0210826|
- mycard range:0.195685
- update strategy
- iter:12000
- after update actions regrets:-70860.6|13065.4|-36177.9|-34830.6|-51262.5|-812793|
- after update actions average regrets:0|10265.4|321.903|225.483|0|0|
- AI take action:call, probability:0.949496, regret:13065.4
- total pot:1800
- python rec ai action: call
- community cards:Ad|5d|Ts|8d|Kc|
- mycard:0, range:0.185778
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.943|0.0567227|0|0|0|
- mycard range:0.185778
- update strategy
- iter:12000
- after update actions regrets:213.943|-33284.9|-22966|-39018|-147383|
- after update actions average regrets:10562|0|0|0|0|
- AI take action:check, probability:1, regret:213.943
- total pot:1800
- python rec ai action: check
- -------------- game: 360 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: 7dTh, 7s6h
- board: Ad5dTs8dKc
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:c,0:c
- total_win: 46150
- AI position:1
- AI card:6s|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805893, regret:1723.03
- total pot:600
- python rec ai action: call
- community cards:5h|Js|Tc|
- mycard:1, range:0.805155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.187|2.84148|0.177688|1.78747|0.00613119|0|0|0|
- after update actions regrets:209.187|2.84148|0.177688|1.78747|0.00613119|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.187
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|Js|Tc|6h|
- mycard:1, range:0.787047
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:198.481|14.5853|0.879454|0.0392025|0.0149551|
- mycard range:0.787047
- update strategy
- iter:12000
- after update actions regrets:19101.9|-1642.04|-7985.75|-36212.6|-870000|
- after update actions average regrets:8934.86|1347.86|338.996|1.8407|0|
- AI take action:check, probability:0.841243, regret:19101.9
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|Js|Tc|6h|Jc|
- mycard:1, range:0.66194
- before update actions:l|1|2|4|n|
- before update actions regrets:0.938045|56.1702|156.776|0.116254|0|
- mycard range:0.66194
- update strategy
- iter:12000
- after update actions regrets:-6593.07|6208.16|-8432.23|-90180.9|-494270|
- after update actions average regrets:661.166|9640.24|206.59|0|0|
- AI take action:raise 300, probability:0.917484, regret:6208.16
- total pot:900
- python rec ai action: raise 300
- -------------- game: 361 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: AsQd, Kc6s
- board: 5hJsTc6hJc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 46750
- AI position:0
- AI card:6s|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6d|4h|3s|
- mycard:0, range:0.708192
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:145.177|66.8632|0.513848|1.42813|0|0|0|0.017561|
- after update actions regrets:145.177|66.8632|0.513848|1.42813|0|0|0|0.017561|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.311321, regret:66.8632
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:0.489719|212.748|0.762185|0|
- after update actions regrets:0.489719|212.748|0.762185|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:1, regret:212.748
- total pot:2400
- python rec ai action: call
- community cards:6d|4h|3s|Ac|
- mycard:0, range:0.219976
- turn subgame infoset node:857920
- opp action:raise 2400
- total pot:4800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:181.704|32.0167|0.0574486|0.176159|0.00621622|0.0394406|
- mycard range:0.219976
- update strategy
- iter:12000
- after update actions regrets:3297.05|-2647.64|-19452.6|-48873.5|-228420|-263289|
- after update actions average regrets:10801.3|136.699|0|0|0|0|
- AI take action:fold, probability:0.987565, regret:3297.05
- total pot:4800
- python rec ai action: fold
- -------------- game: 362 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: 6sTd,
- board: 6d4h3sAc
- action_history: 0:r200,1:c/1:c,0:r200,1:r1000,0:c/1:r2400,0:f
- total_win: 45550
- AI position:1
- AI card:2d|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 363 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2dQh
- board:
- action_history: 0:r300,1:f
- total_win: 45450
- AI position:0
- AI card:Jc|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.2395|1260.93|821.681|17.9655|0.185733|0|0|0|
- after update actions regrets:0|39.2395|1260.93|821.681|17.9655|0.185733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.589612, regret:1260.93
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1642.83|497.172|0|
- after update actions regrets:0|1642.83|497.172|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.767648, regret:1642.83
- total pot:1200
- python rec ai action: call
- community cards:Jh|6d|Jd|
- mycard:0, range:0.45233
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:0|37.883|174.423|1.66262|0.0311907|0|0|
- after update actions regrets:0|37.883|174.423|1.66262|0.0311907|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 3000, probability:0.820755, regret:174.423
- total pot:5400
- python rec ai action: raise 3000
- -------------- game: 364 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: AcJc,
- board: Jh6dJd
- action_history: 0:r200,1:r600,0:c/1:r1200,0:r3000,1:f
- total_win: 47250
- AI position:1
- AI card:4d|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 365 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7h4d
- board:
- action_history: 0:r300,1:f
- total_win: 47150
- AI position:0
- AI card:Qc|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|36.6779|1420.59|659.11|22.5972|1.02738|0|0|0|
- after update actions regrets:0|36.6779|1420.59|659.11|22.5972|1.02738|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.664172, regret:1420.59
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|3c|6d|
- mycard:0, range:0.663826
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.522679|174.019|28.1796|11.076|0.195112|0.00733652|0|0|
- after update actions regrets:0.522679|174.019|28.1796|11.076|0.195112|0.00733652|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.816901, regret:174.019
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8h|3c|6d|9s|
- mycard:0, range:0.539806
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.41906|5.88301|207.622|0.07612|0|
- mycard range:0.539806
- update strategy
- iter:12000
- after update actions regrets:-16097.5|17728|36324.7|-11418.8|-3.46701e+06|
- after update actions average regrets:798.681|6198.21|3638.09|84.3715|0|
- AI take action:raise 400, probability:0.57828, regret:17728
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:8h|3c|6d|9s|5c|
- mycard:0, range:0.31213
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.773|0.159362|0.0671683|0|0|
- mycard range:0.31213
- update strategy
- iter:12000
- after update actions regrets:2961.13|-6397.49|-187328|-553141|-2.70385e+06|
- after update actions average regrets:10863|0|0|0|0|
- AI take action:check, probability:1, regret:2961.13
- total pot:1600
- python rec ai action: check
- -------------- game: 366 -----------------
- win_money: 800
- players: Bot, OpenStackTwo
- hand: QdQc, ThJd
- board: 8h3c6d9s5c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 47950
- AI position:1
- AI card:3s|3d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.98013|1839.09|3.84585|7.28546|282.422|1.37868|0|0|0|
- after update actions regrets:5.98013|1839.09|3.84585|7.28546|282.422|1.37868|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.860552, regret:1839.09
- total pot:600
- python rec ai action: call
- community cards:6h|Ks|7h|
- mycard:1, range:0.859387
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.72|0.112427|0.0609765|0.10648|0|0|0|0|
- after update actions regrets:213.72|0.112427|0.0609765|0.10648|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.72
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|Ks|7h|Jd|
- mycard:1, range:0.858263
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.487|0.231282|0.245524|0.0361076|0|
- mycard range:0.858263
- update strategy
- iter:12000
- after update actions regrets:16391|-74400.3|-95518.3|-117132|-1.18889e+06|
- after update actions average regrets:10646.5|114.258|0|0|0|
- AI take action:check, probability:0.989405, regret:16391
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|Ks|7h|Jd|Th|
- mycard:1, range:0.84915
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0.1|0|0|0|
- mycard range:0.84915
- update strategy
- iter:12000
- after update actions regrets:1568.59|-142445|-152585|-179780|-673160|
- after update actions average regrets:10560|0|0|0|0|
- AI take action:check, probability:1, regret:1568.59
- total pot:600
- python rec ai action: check
- -------------- game: 367 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: Ac8s, 3s3d
- board: 6hKs7hJdTh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48250
- AI position:0
- AI card:Ts|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.176718, regret:378.262
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:2138|0|2|0|0|
- after update actions regrets:2138|0|2|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.999065, regret:2138
- total pot:400
- python rec ai action: fold
- -------------- game: 368 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: Ts2d,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 48150
- AI position:1
- AI card:7d|5h
- -------------- game: 369 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 5h7d
- board:
- action_history: 0:f
- total_win: 48200
- AI position:0
- AI card:5s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.818437, regret:1749.72
- total pot:150
- python rec ai action: fold
- -------------- game: 370 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d5s,
- board:
- action_history: 0:f
- total_win: 48150
- AI position:1
- AI card:7s|Ts
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:12.9364|1663.05|2.36307|9.0556|429.157|23.4369|0|0|0|
- after update actions regrets:12.9364|1663.05|2.36307|9.0556|429.157|23.4369|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.77783, regret:1663.05
- total pot:600
- python rec ai action: call
- community cards:6h|Jh|8d|
- mycard:1, range:0.777127
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:139.395|31.5203|31.8496|10.5871|0.531563|0.0630854|0.00707965|0.0461191|
- after update actions regrets:139.395|31.5203|31.8496|10.5871|0.531563|0.0630854|0.00707965|0.0461191|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.658768, regret:139.395
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|Jh|8d|9s|
- mycard:1, range:0.506204
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:58.0489|63.8474|52.4861|39.6176|0|
- mycard range:0.506204
- update strategy
- iter:12000
- after update actions regrets:24716.5|22948.3|9005.91|309.041|-607876|
- after update actions average regrets:3705.53|3112.22|2376.28|1281.93|0|
- AI take action:raise 300, probability:0.297117, regret:22948.3
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:6h|Jh|8d|9s|Ah|
- mycard:1, range:0.150384
- before update actions:l|1|2|4|n|
- before update actions regrets:38.2019|121.267|1.01289|53.5178|0|
- mycard range:0.150384
- update strategy
- iter:12000
- after update actions regrets:1725.48|-13809.5|12178.3|17439.8|-1.89756e+06|
- after update actions average regrets:4433.87|130.19|3262.45|2747.62|0|
- AI take action:raise 2400, probability:0.259837, regret:17439.8
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 371 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , Ts7s
- board: 6hJh8d9sAh
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r2400,0:f
- total_win: 48750
- AI position:0
- AI card:Jd|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.27209, regret:582.273
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5c|7c|8d|
- mycard:0, range:0.27209
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:22.1404|71.6922|47.7267|63.7262|8.71445|0|0|0|
- after update actions regrets:22.1404|71.6922|47.7267|63.7262|8.71445|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.336493, regret:71.6922
- total pot:900
- python rec ai action: raise 300
- -------------- game: 372 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 3hJd,
- board: 5c7c8d
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 49050
- AI position:1
- AI card:5s|Ks
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:8.86123|1623.45|2.90853|9.12681|465.043|30.0784|0.0970522|0.10455|0.330285|
- after update actions regrets:8.86123|1623.45|2.90853|9.12681|465.043|30.0784|0.0970522|0.10455|0.330285|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.759476, regret:1623.45
- total pot:600
- python rec ai action: call
- community cards:Ah|Qh|3d|
- mycard:1, range:0.758622
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.849|3.86926|0.25711|0.0249788|0|0|0|0|
- after update actions regrets:209.849|3.86926|0.25711|0.0249788|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.849
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ah|Qh|3d|7s|
- mycard:1, range:0.743905
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.573|1.06745|0.173744|0.185903|0|
- mycard range:0.743905
- update strategy
- iter:12000
- after update actions regrets:5049.31|-36325.2|-32886.1|-111190|-928205|
- after update actions average regrets:10747|0|0|0|0|
- AI take action:check, probability:1, regret:5049.31
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ah|Qh|3d|7s|6s|
- mycard:1, range:0.743905
- before update actions:l|1|2|4|n|
- before update actions regrets:213.961|0|0.0391987|0|0|
- mycard range:0.743905
- update strategy
- iter:12000
- after update actions regrets:4908.23|-35457.7|-30703.7|-33675.7|-490196|
- after update actions average regrets:10342.7|97.896|1.91394|0.867529|0|
- AI take action:check, probability:0.990613, regret:4908.23
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:2829.81|2300.16|-32463.5|-39932.5|-163287|
- mycard range:0.743905
- update strategy
- iter:12000
- after update actions regrets:4150.97|-10718.7|-59317.3|-85820.3|-265362|
- after update actions average regrets:13640.8|7112.39|0|0|0|
- AI take action:fold, probability:0.657286, regret:4150.97
- total pot:1200
- python rec ai action: fold
- -------------- game: 373 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 5sKs
- board: AhQh3d7s6s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 48750
- AI position:0
- AI card:6d|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|Tc|Ad|
- mycard:0, range:0.737699
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:109.131|98.0994|2.72648|3.94899|0.0726842|0.0217822|0|0|
- after update actions regrets:109.131|98.0994|2.72648|3.94899|0.0726842|0.0217822|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.514151, regret:109.131
- total pot:400
- python rec ai action: check
- community cards:9c|Tc|Ad|2s|
- mycard:0, range:0.376194
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.251183|176.945|36.5891|0.214201|0|
- mycard range:0.376194
- update strategy
- iter:12000
- after update actions regrets:6357.49|-14202.8|-6670.18|-31132.6|-3.3824e+06|
- after update actions average regrets:9188.53|1516.25|21.0795|0|0|
- AI take action:check, probability:0.85669, regret:6357.49
- total pot:400
- python rec ai action: check
- community cards:9c|Tc|Ad|2s|8c|
- mycard:0, range:0.322275
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.4|160.846|52.2506|0.503852|0|
- mycard range:0.322275
- update strategy
- iter:12000
- after update actions regrets:-11065.3|-2067.89|9501.51|8079.77|-714489|
- after update actions average regrets:198.704|146.034|6531.81|3846.56|0|
- AI take action:raise 400, probability:0.609178, regret:9501.51
- total pot:800
- python rec ai action: raise 400
- -------------- game: 374 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jh6d,
- board: 9cTcAd2s8c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 48950
- AI position:1
- AI card:5s|Jc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.84
- total pot:400
- python rec ai action: fold
- -------------- game: 375 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jc5s
- board:
- action_history: 0:r300,1:f
- total_win: 48850
- AI position:0
- AI card:6s|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.208606, regret:446.515
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:1200
- python rec ai action: fold
- -------------- game: 376 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 6sJc,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 48550
- AI position:1
- AI card:9s|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9
- total pot:600
- python rec ai action: call
- community cards:Jd|7h|9d|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.696|0.635786|0.53677|0.0305976|0.0370886|0|0.000265576|0.0631462|
- after update actions regrets:212.696|0.635786|0.53677|0.0305976|0.0370886|0|0.000265576|0.0631462|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.696
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|7h|9d|5d|
- mycard:1, range:0.841062
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.237|1.14305|0.522361|0.097338|0|
- mycard range:0.841062
- update strategy
- iter:12000
- after update actions regrets:14370|4832.86|-15170.8|-75663.2|-2.22433e+06|
- after update actions average regrets:9760.43|734.807|84.7897|13.4118|0|
- AI take action:check, probability:0.921537, regret:14370
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|7h|9d|5d|Qc|
- mycard:1, range:0.774926
- before update actions:l|1|2|4|n|
- before update actions regrets:0.308319|213.59|0.00111576|0.100556|0|
- mycard range:0.774926
- update strategy
- iter:12000
- after update actions regrets:5564.89|190.169|-65660.8|-89805.3|-546466|
- after update actions average regrets:7368.01|3308.56|0|0|0|
- AI take action:check, probability:0.690146, regret:5564.89
- total pot:600
- python rec ai action: check
- -------------- game: 377 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 8sAs, 8h9s
- board: Jd7h9d5dQc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48850
- AI position:0
- AI card:3s|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.555659, regret:1188.52
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|8s|Kc|
- mycard:0, range:0.555383
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:144.869|35.8675|33.259|0.00427348|0|0|0|0|
- after update actions regrets:144.869|35.8675|33.259|0.00427348|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.679245, regret:144.869
- total pot:400
- python rec ai action: check
- community cards:9d|8s|Kc|Jc|
- mycard:0, range:0.375971
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.375971
- update strategy
- iter:12000
- after update actions regrets:15448.7|-192025|-291792|-334503|-2.98351e+06|
- after update actions average regrets:10640.5|175.264|159.453|2.7884|0|
- AI take action:check, probability:0.969388, regret:15448.7
- total pot:400
- python rec ai action: check
- community cards:9d|8s|Kc|Jc|7d|
- mycard:0, range:0.364413
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:193.119|20.7933|0.087483|0|0|0|
- mycard range:0.364413
- update strategy
- iter:12000
- after update actions regrets:3844.17|-33452.2|-33155.9|-97547.9|-212514|-816392|
- after update actions average regrets:10967.5|20.5075|0|0|0|0|
- AI take action:fold, probability:0.99818, regret:3844.17
- total pot:800
- python rec ai action: fold
- -------------- game: 378 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3s3h,
- board: 9d8sKcJc7d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 48650
- AI position:1
- AI card:Qc|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.869443, regret:1858.18
- total pot:600
- python rec ai action: call
- community cards:Jd|4s|4d|
- mycard:1, range:0.86831
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.463|1.3029|0.339389|0.842058|0.0283042|0|0.0169531|0.007359|
- after update actions regrets:211.463|1.3029|0.339389|0.842058|0.0283042|0|0.0169531|0.007359|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.463
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:200.026|12.7523|0.88014|0.24198|0.0997074|
- after update actions regrets:200.026|12.7523|0.88014|0.24198|0.0997074|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.943396, regret:200.026
- total pot:1200
- python rec ai action: fold
- -------------- game: 379 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Qc9d
- board: Jd4s4d
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 48350
- AI position:0
- AI card:4s|7s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.693028, regret:1481.1
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1|1980.15|158.849|0|
- after update actions regrets:1|1980.15|158.849|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.925666, regret:1980.15
- total pot:1200
- python rec ai action: call
- community cards:Ac|3c|9d|
- mycard:0, range:0.640404
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:212.948|0.264718|0.78746|0|0|0|0|
- after update actions regrets:212.948|0.264718|0.78746|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.948
- total pot:1200
- python rec ai action: check
- community cards:Ac|3c|9d|8c|
- mycard:0, range:0.637255
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.984|0|0|0.0162866|0|0|
- mycard range:0.637255
- update strategy
- iter:12000
- after update actions regrets:216.192|-316.792|-558.792|-573.776|-1105.79|-5751.79|
- after update actions average regrets:10959|0|0|0|0|0|
- AI take action:fold, probability:1, regret:216.192
- total pot:2400
- python rec ai action: fold
- -------------- game: 380 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 7s4s,
- board: Ac3c9d8c
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:f
- total_win: 47750
- AI position:1
- AI card:9c|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1363.98|10.2165|511.912|169.591|44.7486|39.5128|0.0421091|0|
- after update actions regrets:1363.98|10.2165|511.912|169.591|44.7486|39.5128|0.0421091|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.239232, regret:511.912
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Js|4h|Ad|
- mycard:1, range:0.239211
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:97.7581|87.6171|26.1128|2.04536|0.269605|0|0|0.197062|
- after update actions regrets:97.7581|87.6171|26.1128|2.04536|0.269605|0|0|0.197062|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.457547, regret:97.7581
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.300148|119.489|21.4147|72.7564|0.0393481|
- after update actions regrets:0.300148|119.489|21.4147|72.7564|0.0393481|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.561321, regret:119.489
- total pot:1800
- python rec ai action: call
- community cards:Js|4h|Ad|As|
- mycard:1, range:0.061015
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:205.767|8.19657|0.036456|0|0|
- mycard range:0.061015
- update strategy
- iter:12000
- after update actions regrets:753.477|-629.094|-5913.25|-15771.3|-118313|
- after update actions average regrets:9620.89|717.87|0|0|0|
- AI take action:check, probability:0.930638, regret:753.477
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Js|4h|Ad|As|Tc|
- mycard:1, range:0.0567784
- before update actions:l|1|2|4|n|
- before update actions regrets:6.28298|164.875|42.8424|0|0|
- mycard range:0.0567784
- update strategy
- iter:12000
- after update actions regrets:317.721|-151.687|-1601.72|-2376.56|-6543.56|
- after update actions average regrets:8201.14|2243.85|72.4812|0|0|
- AI take action:check, probability:0.779859, regret:317.721
- total pot:1800
- python rec ai action: check
- -------------- game: 381 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: Jd4d, 9cJh
- board: Js4hAdAsTc
- action_history: 0:c,1:r300,0:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 47750
- AI position:0
- AI card:6s|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238073, regret:509.982
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kc|9h|Qd|
- mycard:0, range:0.238309
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:57.2487|68.3602|58.5969|29.7942|0|0|0|0|
- after update actions regrets:57.2487|68.3602|58.5969|29.7942|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.273585, regret:58.5969
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Kc|9h|Qd|4c|
- mycard:0, range:0.0652532
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:109.119|0.37419|19.6251|84.8813|0|
- mycard range:0.0652532
- update strategy
- iter:12000
- after update actions regrets:-24516.6|-66868.3|20863.9|72110.2|-1.07637e+06|
- after update actions average regrets:584.565|3.27104|5435.99|4902.5|0|
- AI take action:raise 3600, probability:0.448737, regret:72110.2
- total pot:5400
- python rec ai action: raise 3600
- opp action:call
- total pot:9000
- community cards:Kc|9h|Qd|4c|As|
- mycard:0, range:0.0292783
- opp action:check
- total pot:9000
- before update actions:l|1|2|n|
- before update actions regrets:105.701|5.22228|42.8521|60.225|
- mycard range:0.0292783
- update strategy
- iter:12000
- after update actions regrets:105658|-389175|-445349|-118951|
- after update actions average regrets:10479.8|0.301521|0|507.85|
- AI take action:check, probability:0.95385, regret:105658
- total pot:9000
- python rec ai action: check
- -------------- game: 382 -----------------
- win_money: -4500
- players: Bot, OpenStackTwo
- hand: 6sTd, 8cKh
- board: Kc9hQd4cAs
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r3600,1:c/1:c,0:c
- total_win: 43250
- AI position:1
- AI card:2d|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1896.29|0.00389625|66.3295|52.6475|42.2316|81.7569|0.744858|0|
- after update actions regrets:1896.29|0.00389625|66.3295|52.6475|42.2316|81.7569|0.744858|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.887225, regret:1896.29
- total pot:200
- python rec ai action: check
- community cards:Jc|Js|6s|
- mycard:1, range:0.886115
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.713|0.261105|0.0259152|0|0|0|0|0|
- after update actions regrets:213.713|0.261105|0.0259152|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.713
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jc|Js|6s|3s|
- mycard:1, range:0.884926
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.884926
- update strategy
- iter:12000
- after update actions regrets:1493.91|-429.086|306.822|-738.178|-230747|
- after update actions average regrets:5914.03|2261.94|1004.56|580.721|0|
- AI take action:raise 100, probability:0.231684, regret:-429.086
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Jc|Js|6s|3s|9s|
- mycard:1, range:0.205061
- before update actions:l|1|2|4|n|
- before update actions regrets:193.843|2.92753|17.2295|0|0|
- mycard range:0.205061
- update strategy
- iter:12000
- after update actions regrets:-328.303|925.781|907.083|396.854|-29015.1|
- after update actions average regrets:1316.09|2659.56|3694.81|2613.75|0|
- AI take action:raise 800, probability:0.254133, regret:396.854
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 383 -----------------
- win_money: 200
- players: OpenStackTwo, Bot
- hand: , 4h2d
- board: JcJs6s3s9s
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:r800,0:f
- total_win: 43450
- AI position:0
- AI card:7c|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|143.681|1505.66|480.52|9.74718|0.388337|0|0|0|
- after update actions regrets:0|143.681|1505.66|480.52|9.74718|0.388337|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.224614, regret:480.52
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qd|6d|2h|
- mycard:0, range:0.224542
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.400728|161.461|44.879|6.61608|0.320818|0.31066|0|0.0118987|
- after update actions regrets:0.400728|161.461|44.879|6.61608|0.320818|0.31066|0|0.0118987|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.208531, regret:44.879
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Qd|6d|2h|9s|
- mycard:0, range:0.0470899
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:117.981|3.80339|89.3833|2.83272|0|
- mycard range:0.0470899
- update strategy
- iter:12000
- after update actions regrets:65118.3|8352.16|39390.7|5672.19|-1.38862e+06|
- after update actions average regrets:2953.52|2896.01|3671.69|1245.19|0|
- AI take action:check, probability:0.274315, regret:65118.3
- total pot:1800
- python rec ai action: check
- community cards:Qd|6d|2h|9s|2d|
- mycard:0, range:0.012918
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.012918
- update strategy
- iter:12000
- after update actions regrets:2739.97|-710351|-144214|-166013|-329661|-439195|
- after update actions average regrets:10689|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2739.97
- total pot:3600
- python rec ai action: fold
- -------------- game: 384 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: Tc7c,
- board: Qd6d2h9s2d
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:r1800,0:f
- total_win: 42550
- AI position:1
- AI card:7c|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:8.10714|1500.73|3.77877|10.124|596.552|20.7077|0|0|0|
- after update actions regrets:8.10714|1500.73|3.77877|10.124|596.552|20.7077|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.278896, regret:596.552
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 385 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 7cKc
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 42850
- AI position:0
- AI card:3c|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.222378, regret:475.703
- total pot:400
- python rec ai action: raise 300
- -------------- game: 386 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9c3c,
- board:
- action_history: 0:r300,1:f
- total_win: 42950
- AI position:1
- AI card:6s|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.66|0.337914|0|0|0|0|0|0|0|
- after update actions regrets:2139.66|0.337914|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.66
- total pot:400
- python rec ai action: fold
- -------------- game: 387 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4d6s
- board:
- action_history: 0:r300,1:f
- total_win: 42850
- AI position:0
- AI card:Tc|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625351, regret:1337.26
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|Kd|4c|
- mycard:0, range:0.624888
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:160.03|45.7401|8.187|0.00343879|0.00577717|0.0240715|0|0.00935351|
- after update actions regrets:160.03|45.7401|8.187|0.00343879|0.00577717|0.0240715|0|0.00935351|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.751174, regret:160.03
- total pot:400
- python rec ai action: check
- community cards:Ad|Kd|4c|9d|
- mycard:0, range:0.467294
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.876|0.12435|0|0|0|
- mycard range:0.467294
- update strategy
- iter:12000
- after update actions regrets:4551.27|-45265.5|-129292|-86025.6|-3.72512e+06|
- after update actions average regrets:10497.4|337.116|0|0|0|
- AI take action:check, probability:0.968894, regret:4551.27
- total pot:400
- python rec ai action: check
- community cards:Ad|Kd|4c|9d|2h|
- mycard:0, range:0.452754
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.85|0.14347|0.00609756|0|0|
- mycard range:0.452754
- update strategy
- iter:12000
- after update actions regrets:5991.02|-39222.7|-110620|-228891|-2.02048e+06|
- after update actions average regrets:10593|1.04518|0|0|0|
- AI take action:check, probability:0.999906, regret:5991.02
- total pot:400
- python rec ai action: check
- -------------- game: 388 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Tc4h, 2sJh
- board: AdKd4c9d2h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 43050
- AI position:1
- AI card:3d|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:11.0336|1720.46|2.23175|6.9895|368.674|30.6141|0|0|0|
- after update actions regrets:11.0336|1720.46|2.23175|6.9895|368.674|30.6141|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.804867, regret:1720.46
- total pot:600
- python rec ai action: call
- community cards:Js|8s|Ah|
- mycard:1, range:0.803952
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.334|1.52453|0.0133186|0.101641|0.0269819|0|0|0|
- after update actions regrets:212.334|1.52453|0.0133186|0.101641|0.0269819|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.334
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Js|8s|Ah|Ac|
- mycard:1, range:0.797691
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.99|1.59802|0.411672|0|0|
- mycard range:0.797691
- update strategy
- iter:12000
- after update actions regrets:10233.7|-14981.7|-11852.8|-28135.3|-1.28686e+06|
- after update actions average regrets:10509|0|31.23|0|0|
- AI take action:check, probability:0.997059, regret:10233.7
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Js|8s|Ah|Ac|2s|
- mycard:1, range:0.795328
- before update actions:l|1|2|4|n|
- before update actions regrets:213.924|0.0256507|0.0157021|0.0345205|0|
- mycard range:0.795328
- update strategy
- iter:12000
- after update actions regrets:2436.24|-77487.8|-128206|-114812|-308860|
- after update actions average regrets:10188|0|0|0|0|
- AI take action:check, probability:1, regret:2436.24
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3401.12|753.892|-4090.99|-13531|-67720|
- mycard range:0.795328
- update strategy
- iter:12000
- after update actions regrets:4994.52|-1662.71|-9148.59|-23136.6|-110687|
- after update actions average regrets:13136.9|7240.16|0|0|0|
- AI take action:call, probability:0.35532, regret:-1662.71
- total pot:1800
- python rec ai action: call
- -------------- game: 389 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: 5sKs, Kd3d
- board: Js8sAhAc2s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 42150
- AI position:0
- AI card:Qs|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.753508, regret:1611.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6h|7c|Ac|
- mycard:0, range:0.752894
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:136.651|53.9485|22.9954|0.38465|0.0199196|0|0|0|
- after update actions regrets:136.651|53.9485|22.9954|0.38465|0.0199196|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.64455, regret:136.651
- total pot:400
- python rec ai action: check
- community cards:6h|7c|Ac|2d|
- mycard:0, range:0.480767
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.22701|57.8081|155.844|0.120466|0|
- mycard range:0.480767
- update strategy
- iter:12000
- after update actions regrets:11659|14663.6|16439.6|-24187.1|-4.26866e+06|
- after update actions average regrets:3102.98|3479.47|4187.58|0|0|
- AI take action:check, probability:0.288076, regret:11659
- total pot:400
- python rec ai action: check
- community cards:6h|7c|Ac|2d|2c|
- mycard:0, range:0.138515
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0257426|133.331|80.6437|0|0|
- mycard range:0.138515
- update strategy
- iter:12000
- after update actions regrets:-85837|6653.33|4947.65|-87861|-1.87615e+06|
- after update actions average regrets:0|2620.96|8097.39|29.9963|0|
- AI take action:raise 400, probability:0.75349, regret:4947.65
- total pot:800
- python rec ai action: raise 400
- -------------- game: 390 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7dQs,
- board: 6h7cAc2d2c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 42350
- AI position:1
- AI card:4h|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:26.4712|1588.39|0.747931|4.31303|484.072|36.0038|0|0|0|
- after update actions regrets:26.4712|1588.39|0.747931|4.31303|484.072|36.0038|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.22638, regret:484.072
- total pot:1800
- python rec ai action: raise 1500
- opp action:allin
- total pot:21500
- before update actions:d|l|
- before update actions regrets:2140|0|
- after update actions regrets:2140|0|
- after update actions average regrets:0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:21500
- python rec ai action: fold
- -------------- game: 391 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: , 4h7h
- board:
- action_history: 0:r300,1:r1500,0:r20000,1:f
- total_win: 40850
- AI position:0
- AI card:8s|Ts
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.292|1388.32|607.112|7.96018|0.318446|0|0|0|
- after update actions regrets:0|136.292|1388.32|607.112|7.96018|0.318446|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.28391, regret:607.112
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7c|As|Ah|
- mycard:0, range:0.283697
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:4.63432|113.67|75.4299|13.9911|6.27492|0|0|0|
- after update actions regrets:4.63432|113.67|75.4299|13.9911|6.27492|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.35545, regret:75.4299
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 392 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 8sTs,
- board: 7cAsAh
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 41150
- AI position:1
- AI card:8c|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.627047, regret:1340.57
- total pot:600
- python rec ai action: call
- community cards:5s|7h|Qs|
- mycard:1, range:0.626433
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.241|3.81881|4.44122|3.00051|0.398379|0|0|0.1|
- after update actions regrets:202.241|3.81881|4.44122|3.00051|0.398379|0|0|0.1|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.241
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5s|7h|Qs|9s|
- mycard:1, range:0.592012
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:41.0806|172.743|0.165871|0.0101657|0|
- mycard range:0.592012
- update strategy
- iter:12000
- after update actions regrets:9752.02|-5066.02|-27088.9|-94523.1|-2.22896e+06|
- after update actions average regrets:8617.12|1706.84|64.3356|0|0|
- AI take action:check, probability:0.829595, regret:9752.02
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-4910.21|6891.38|-328.161|-28173.2|-443229|
- mycard range:0.592012
- update strategy
- iter:12000
- after update actions regrets:-18314.4|7401.22|-9847.32|-20930.3|-683570|
- after update actions average regrets:1786.26|18672.1|670.001|0|0|
- AI take action:call, probability:0.883756, regret:7401.22
- total pot:1800
- python rec ai action: call
- community cards:5s|7h|Qs|9s|4s|
- mycard:1, range:0.433986
- before update actions:l|1|2|4|n|
- before update actions regrets:213.937|0.0385659|0.0118217|0.00125969|0.0117733|
- mycard range:0.433986
- update strategy
- iter:12000
- after update actions regrets:656.32|-27027.6|-57516.6|-115688|-797675|
- after update actions average regrets:10653|0|0|0|0|
- AI take action:check, probability:1, regret:656.32
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:1411.83|2535.35|-9763.01|-29235.7|-178953|
- mycard range:0.433986
- update strategy
- iter:12000
- after update actions regrets:3108.81|2466.33|-10786|-28498.7|-257191|
- after update actions average regrets:10219.1|11087.9|0|0|0|
- AI take action:fold, probability:0.47963, regret:3108.81
- total pot:3600
- python rec ai action: fold
- -------------- game: 393 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 8c9c
- board: 5s7hQs9s4s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:r1800,1:f
- total_win: 40250
- AI position:0
- AI card:8c|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.292|1388.32|607.112|7.96018|0.318446|0|0|0|
- after update actions regrets:0|136.292|1388.32|607.112|7.96018|0.318446|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.28391, regret:607.112
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Td|Ah|7s|
- mycard:0, range:0.283697
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.102|4.13708|1.65233|0.0304926|0.014726|0|0|0.0632312|
- after update actions regrets:208.102|4.13708|1.65233|0.0304926|0.014726|0|0|0.0632312|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976526, regret:208.102
- total pot:600
- python rec ai action: check
- community cards:Td|Ah|7s|9s|
- mycard:0, range:0.275879
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:7.72631|0.741457|205.532|0|0|
- mycard range:0.275879
- update strategy
- iter:12000
- after update actions regrets:16188.9|14010.2|5044.95|-57167.6|-1.52688e+06|
- after update actions average regrets:5284.02|4314.25|1073.2|143.012|0|
- AI take action:check, probability:0.488626, regret:16188.9
- total pot:600
- python rec ai action: check
- community cards:Td|Ah|7s|9s|Qc|
- mycard:0, range:0.134796
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:132.795|28.7241|0.740727|50.045|1.69559|0|
- mycard range:0.134796
- update strategy
- iter:12000
- after update actions regrets:-3155.99|7430.94|-10823|-14663.7|-24426.1|-172414|
- after update actions average regrets:1649.73|8772.78|292.708|52.5589|53.3144|0|
- AI take action:fold, probability:0.152431, regret:-3155.99
- total pot:1200
- python rec ai action: fold
- -------------- game: 394 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 8cTc,
- board: TdAh7s9sQc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:f
- total_win: 39950
- AI position:1
- AI card:8c|Ac
- -------------- game: 395 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8cAc
- board:
- action_history: 0:f
- total_win: 40000
- AI position:0
- AI card:Ts|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.272685, regret:583.001
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8h|6h|Tc|
- mycard:0, range:0.272431
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.466|0.28151|0.104694|0.0308311|0.0200215|0.0255319|0.00563607|0.0654732|
- after update actions regrets:213.466|0.28151|0.104694|0.0308311|0.0200215|0.0255319|0.00563607|0.0654732|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.466
- total pot:600
- python rec ai action: check
- community cards:8h|6h|Tc|5c|
- mycard:0, range:0.271751
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:177.806|29.8685|6.20555|0.114978|0.0046875|
- mycard range:0.271751
- update strategy
- iter:12000
- after update actions regrets:6056.09|-737.844|20029.5|-128961|-2.98145e+06|
- after update actions average regrets:6501.89|1362.93|3000.93|0|0|
- AI take action:check, probability:0.598453, regret:6056.09
- total pot:600
- python rec ai action: check
- community cards:8h|6h|Tc|5c|7d|
- mycard:0, range:0.162612
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.584|0.415713|0|0|0|
- mycard range:0.162612
- update strategy
- iter:12000
- after update actions regrets:3762.66|-36264.5|-39734.9|-118592|-1.33675e+06|
- after update actions average regrets:10838|0|0|0|0|
- AI take action:check, probability:1, regret:3762.66
- total pot:600
- python rec ai action: check
- -------------- game: 396 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 3dTs, 2dAs
- board: 8h6hTc5c7d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 40300
- AI position:1
- AI card:2s|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 397 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s5d
- board:
- action_history: 0:r300,1:f
- total_win: 40200
- AI position:0
- AI card:Jc|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.594203, regret:1271.28
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Tc|7d|7s|
- mycard:0, range:0.594056
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:65.2061|5.28948|128.154|15.2882|0.0620018|0|0|0|
- after update actions regrets:65.2061|5.28948|128.154|15.2882|0.0620018|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.600939, regret:128.154
- total pot:800
- python rec ai action: raise 400
- -------------- game: 398 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jc3d,
- board: Tc7d7s
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 40400
- AI position:1
- AI card:5d|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.900749, regret:1924.48
- total pot:200
- python rec ai action: check
- community cards:Js|4s|7d|
- mycard:1, range:0.899291
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.936|0.0643745|0|0|0|0|0|0|
- after update actions regrets:213.936|0.0643745|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.936
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214|0|0|0|0|
- after update actions regrets:214|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:214
- total pot:400
- python rec ai action: fold
- -------------- game: 399 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h5d
- board: Js4s7d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 40300
- AI position:0
- AI card:Qs|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1805.29|334.708|0|
- after update actions regrets:0|1805.29|334.708|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.843852, regret:1805.29
- total pot:1200
- python rec ai action: call
- community cards:8d|5h|4d|
- mycard:0, range:0.629653
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:64.4567|26.0104|113.481|10.0517|0|0|0|
- after update actions regrets:64.4567|26.0104|113.481|10.0517|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 1200, probability:0.530516, regret:113.481
- total pot:2400
- python rec ai action: raise 1200
- opp action:call
- total pot:3600
- community cards:8d|5h|4d|4h|
- mycard:0, range:0.333896
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:30.2721|30.3556|153.328|0.0439039|0|
- mycard range:0.333896
- update strategy
- iter:12000
- after update actions regrets:266.488|-2312.43|-2275.46|-1013.74|-9468.78|
- after update actions average regrets:10719.7|19.6965|20.1328|83.3497|0|
- AI take action:check, probability:0.988746, regret:266.488
- total pot:3600
- python rec ai action: check
- community cards:8d|5h|4d|4h|5s|
- mycard:0, range:0.330103
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.9|0|0|0.0289568|0.0710432|
- mycard range:0.330103
- update strategy
- iter:12000
- after update actions regrets:214.166|-1845.73|-1003.73|-1088.71|-1612.66|
- after update actions average regrets:10853|0|0|0|0|
- AI take action:fold, probability:1, regret:214.166
- total pot:7200
- python rec ai action: fold
- -------------- game: 400 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: Qs9d,
- board: 8d5h4d4h5s
- action_history: 0:r200,1:r600,0:c/1:c,0:r1200,1:c/1:c,0:c/1:r3600,0:f
- total_win: 38500
- AI position:1
- AI card:4d|Ad
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:946.56|15.9004|793.797|290.298|87.3636|3.50933|0.192345|2.37941|
- after update actions regrets:946.56|15.9004|793.797|290.298|87.3636|3.50933|0.192345|2.37941|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.371255, regret:793.797
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qd|2s|3h|
- mycard:1, range:0.370933
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:17.4518|187.371|8.26242|0.488332|0.426199|0|0|0|
- after update actions regrets:17.4518|187.371|8.26242|0.488332|0.426199|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.882075, regret:187.371
- total pot:900
- python rec ai action: raise 300
- -------------- game: 401 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ad4d
- board: Qd2s3h
- action_history: 0:c,1:r300,0:c/1:r300,0:f
- total_win: 38800
- AI position:0
- AI card:Qs|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|38.4896|1256.24|822.582|21.749|0.942023|0|0|0|
- after update actions regrets:0|38.4896|1256.24|822.582|21.749|0.942023|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.384651, regret:822.582
- total pot:400
- python rec ai action: raise 300
- -------------- game: 402 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: QsAs,
- board:
- action_history: 0:r300,1:f
- total_win: 38900
- AI position:1
- AI card:8s|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.5021|1949.67|0.52185|2.80895|143.295|8.20571|0|0|0|
- after update actions regrets:35.5021|1949.67|0.52185|2.80895|143.295|8.20571|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.912026, regret:1949.67
- total pot:600
- python rec ai action: call
- community cards:8c|7s|Th|
- mycard:1, range:0.911059
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.841|16.1598|0.500875|0.116988|0.0319451|0.0557282|0.255703|0.0384743|
- after update actions regrets:196.841|16.1598|0.500875|0.116988|0.0319451|0.0557282|0.255703|0.0384743|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.841
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8c|7s|Th|Kh|
- mycard:1, range:0.838006
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:199.741|13.7867|0.325024|0.139802|0.00775927|
- mycard range:0.838006
- update strategy
- iter:12000
- after update actions regrets:18669.3|144.301|-16755.2|-14782.3|-497731|
- after update actions average regrets:8606.9|1662.05|76.5809|190.944|0|
- AI take action:check, probability:0.816974, regret:18669.3
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8c|7s|Th|Kh|9h|
- mycard:1, range:0.68454
- before update actions:l|1|2|4|n|
- before update actions regrets:125.182|24.1065|54.4154|10.2593|0.0367283|
- mycard range:0.68454
- update strategy
- iter:12000
- after update actions regrets:4363.02|5217.52|-630.174|-12845.3|-1.20171e+06|
- after update actions average regrets:4338.48|5148.36|1087.85|58.0737|0|
- AI take action:raise 300, probability:0.484244, regret:5217.52
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:-13428.5|2470.2|-21720.3|-68207.4|
- mycard range:0.68454
- update strategy
- iter:12000
- after update actions regrets:-14966.5|2470.2|-28717.3|-78995.4|
- after update actions average regrets:0|20929|0|0|
- AI take action:call, probability:1, regret:2470.2
- total pot:3600
- python rec ai action: call
- -------------- game: 403 -----------------
- win_money: 1800
- players: OpenStackTwo, Bot
- hand: 3cAh, Jd8s
- board: 8c7sThKh9h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:r1500,1:c
- total_win: 40700
- AI position:0
- AI card:3c|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.175398, regret:375.217
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:5d|Ac|Kd|
- mycard:0, range:0.175335
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:96.6459|7.91039|103.699|4.73087|1.01412|0|0|0|
- after update actions regrets:96.6459|7.91039|103.699|4.73087|1.01412|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.488152, regret:103.699
- total pot:400
- python rec ai action: raise 200
- -------------- game: 404 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Th3c,
- board: 5dAcKd
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 40800
- AI position:1
- AI card:Js|Ks
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:348.394|19.5886|1109.03|444.434|151.803|66.7476|0|0|
- after update actions regrets:348.394|19.5886|1109.03|444.434|151.803|66.7476|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.518952, regret:1109.03
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9s|6h|5c|
- mycard:1, range:0.51824
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.621|5.78743|1.5556|0.0357418|0|0|0|0|
- after update actions regrets:206.621|5.78743|1.5556|0.0357418|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.621
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9s|6h|5c|Ad|
- mycard:1, range:0.500371
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.932|0.067749|0|0|0|
- mycard range:0.500371
- update strategy
- iter:12000
- after update actions regrets:1526.05|-4240.81|-8524.88|-7162.88|-180606|
- after update actions average regrets:10408.8|17.0649|0|5.61963|0|
- AI take action:check, probability:0.997891, regret:1526.05
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9s|6h|5c|Ad|4h|
- mycard:1, range:0.499283
- before update actions:l|1|2|4|n|
- before update actions regrets:213.811|0|0.0439136|0.145106|0|
- mycard range:0.499283
- update strategy
- iter:12000
- after update actions regrets:343.471|-7137.34|-8696.3|-12408.2|-63916.3|
- after update actions average regrets:10328|0|0|0|0|
- AI take action:check, probability:1, regret:343.471
- total pot:600
- python rec ai action: check
- -------------- game: 405 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 5d7s, KsJs
- board: 9s6h5cAd4h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 40500
- AI position:0
- AI card:Js|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.73165, regret:1565.06
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1852.12|287.878|0|
- after update actions regrets:0|1852.12|287.878|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.865825, regret:1852.12
- total pot:1200
- python rec ai action: call
- community cards:3h|2d|3c|
- mycard:0, range:0.632956
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:197.593|0.50014|0.417532|15.4628|0.0208926|0.0053539|0|
- after update actions regrets:197.593|0.50014|0.417532|15.4628|0.0208926|0.0053539|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.929245, regret:197.593
- total pot:1200
- python rec ai action: check
- community cards:3h|2d|3c|Kh|
- mycard:0, range:0.584429
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:173.407|40.4503|0.117272|0.0257671|0|0|
- mycard range:0.584429
- update strategy
- iter:12000
- after update actions regrets:192.001|-324.956|-641.289|-1268.38|-2048.41|-10444.4|
- after update actions average regrets:10912.8|0.0302361|0.174455|0|0|0|
- AI take action:fold, probability:1, regret:192.001
- total pot:2400
- python rec ai action: fold
- -------------- game: 406 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: QcJs,
- board: 3h2d3cKh
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:f
- total_win: 39900
- AI position:1
- AI card:Kc|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.921816, regret:1969.98
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 407 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KcAd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 40200
- AI position:0
- AI card:6h|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.67
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4c|6s|9c|
- mycard:0, range:0.688165
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:197.502|15.0717|1.02199|0.267037|0.0486889|0|0.0303749|0.0585707|
- after update actions regrets:197.502|15.0717|1.02199|0.267037|0.0486889|0|0.0303749|0.0585707|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924883, regret:197.502
- total pot:400
- python rec ai action: check
- community cards:4c|6s|9c|3c|
- mycard:0, range:0.635111
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.180757|213.66|0.0620215|0.0971558|0|0|
- mycard range:0.635111
- update strategy
- iter:12000
- after update actions regrets:10349.8|11451.2|-7040.37|-33607.3|-46198.4|-1.08898e+06|
- after update actions average regrets:4127.98|6134.2|217.782|0|150.672|0|
- AI take action:call, probability:0.577155, regret:11451.2
- total pot:1200
- python rec ai action: call
- community cards:4c|6s|9c|3c|Td|
- mycard:0, range:0.366478
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.966|0.0339806|0|0|0|
- mycard range:0.366478
- update strategy
- iter:12000
- after update actions regrets:329.131|-20701.8|-32738.8|-53936.8|-279938|
- after update actions average regrets:10561|0|0|0|0|
- AI take action:check, probability:1, regret:329.131
- total pot:1200
- python rec ai action: check
- -------------- game: 408 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 6h8h, 8d5s
- board: 4c6s9c3cTd
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:c
- total_win: 40800
- AI position:1
- AI card:2s|Ks
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:16.1913|1714.91|1.10657|6.89635|367.087|33.8095|0|0|0|
- after update actions regrets:16.1913|1714.91|1.10657|6.89635|367.087|33.8095|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.802059, regret:1714.91
- total pot:600
- python rec ai action: call
- community cards:4d|Jc|5c|
- mycard:1, range:0.80136
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.227|0.443854|0.243552|0.0387345|0.0134163|0.0137551|0|0.0198874|
- after update actions regrets:213.227|0.443854|0.243552|0.0387345|0.0134163|0.0137551|0|0.0198874|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.227
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.715|0.0576375|0.182394|0.0271209|0.0173743|
- after update actions regrets:213.715|0.0576375|0.182394|0.0271209|0.0173743|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.715
- total pot:1200
- python rec ai action: fold
- -------------- game: 409 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Ks2s
- board: 4dJc5c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 40500
- AI position:0
- AI card:7d|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3c|7h|5s|
- mycard:0, range:0.718196
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:169.861|41.3389|1.24645|1.34825|0.159152|0|0|0.0466413|
- after update actions regrets:169.861|41.3389|1.24645|1.34825|0.159152|0|0|0.0466413|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.79717, regret:169.861
- total pot:400
- python rec ai action: check
- community cards:3c|7h|5s|6d|
- mycard:0, range:0.570062
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:146.504|67.4963|0|0|0|
- mycard range:0.570062
- update strategy
- iter:12000
- after update actions regrets:-55363.2|9723.81|-34119.7|-155947|-2.06326e+06|
- after update actions average regrets:1.04115|10525.6|152.614|0|0|
- AI take action:raise 200, probability:0.985671, regret:9723.81
- total pot:600
- python rec ai action: raise 200
- -------------- game: 410 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7d9h,
- board: 3c7h5s6d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 40700
- AI position:1
- AI card:Ts|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52
- total pot:400
- python rec ai action: fold
- -------------- game: 411 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ts6d
- board:
- action_history: 0:r300,1:f
- total_win: 40600
- AI position:0
- AI card:5c|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6c|5h|Jc|
- mycard:0, range:0.820617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.794|4.19898|12.5622|0.255992|0.0223834|0|0|0.166758|
- after update actions regrets:196.794|4.19898|12.5622|0.255992|0.0223834|0|0|0.166758|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.794
- total pot:400
- python rec ai action: check
- community cards:6c|5h|Jc|7s|
- mycard:0, range:0.754636
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:1.04131|212.959|0|0|0|0|
- mycard range:0.754636
- update strategy
- iter:12000
- after update actions regrets:11583.6|-24001.5|-36345.5|-67659.5|-70499.5|-1.59988e+06|
- after update actions average regrets:10248.8|480.687|0|0|0|0|
- AI take action:fold, probability:0.955257, regret:11583.6
- total pot:800
- python rec ai action: fold
- -------------- game: 412 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ah5c,
- board: 6c5hJc7s
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 40400
- AI position:1
- AI card:4s|8s
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1421.47|8.37995|443.204|136.24|53.8602|76.2063|0.637697|0|
- after update actions regrets:1421.47|8.37995|443.204|136.24|53.8602|76.2063|0.637697|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.0636406, regret:136.24
- total pot:600
- python rec ai action: raise 500
- -------------- game: 413 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 8s4s
- board:
- action_history: 0:c,1:r500,0:f
- total_win: 40500
- AI position:0
- AI card:2d|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.282|1388.22|608.319|10.0753|0.100144|0|0|0|
- after update actions regrets:0|133.282|1388.22|608.319|10.0753|0.100144|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.648901, regret:1388.22
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7h|Kd|Ts|
- mycard:0, range:0.648703
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:143.459|67.1138|1.69676|1.70301|0.0275102|0|0|0|
- after update actions regrets:143.459|67.1138|1.69676|1.70301|0.0275102|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.316038, regret:67.1138
- total pot:600
- python rec ai action: raise 200
- -------------- game: 414 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9d2d,
- board: 7hKdTs
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 40700
- AI position:1
- AI card:Ac|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1102.88|8.97483|650.069|236.91|69.1335|71.225|0.802548|0|
- after update actions regrets:1102.88|8.97483|650.069|236.91|69.1335|71.225|0.802548|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.515918, regret:1102.88
- total pot:200
- python rec ai action: check
- community cards:As|Kd|Tc|
- mycard:1, range:0.515367
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.682|3.57973|0.386073|0.243548|0.0761526|0.000221571|0.00565532|0.0267076|
- after update actions regrets:209.682|3.57973|0.386073|0.243548|0.0761526|0.000221571|0.00565532|0.0267076|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.682
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:As|Kd|Tc|6h|
- mycard:1, range:0.504968
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:50.8674|19.5531|102.95|40.6299|0|
- mycard range:0.504968
- update strategy
- iter:12000
- after update actions regrets:2651.08|1876.77|2768.16|1335.85|-145838|
- after update actions average regrets:3012.97|2072.14|3507.05|1761.11|0|
- AI take action:check, probability:0.290958, regret:2651.08
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:As|Kd|Tc|6h|Ah|
- mycard:1, range:0.146954
- before update actions:l|1|2|4|n|
- before update actions regrets:128.912|75.0599|0.653741|9.37445|0|
- mycard range:0.146954
- update strategy
- iter:12000
- after update actions regrets:1814.55|-3232.3|-67.7112|-5842.99|-2626.36|
- after update actions average regrets:10198.3|0.799697|20.3714|0|0|
- AI take action:check, probability:0.998043, regret:1814.55
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:-32100.9|-12636.9|-594.57|395.776|919.175|
- mycard range:0.146954
- update strategy
- iter:12000
- after update actions regrets:-71938.4|-33270.4|-12143.1|-7857.74|1334.66|
- after update actions average regrets:0|0|0|96.8645|20309.4|
- AI take action:allin, probability:1, regret:1334.66
- total pot:20300
- python rec ai action: allin
- -------------- game: 415 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ac7h
- board: AsKdTc6hAh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:r19900,0:f
- total_win: 41000
- AI position:0
- AI card:6d|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.63377, regret:1355.93
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4d|9h|Ts|
- mycard:0, range:0.633611
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.984|3.33577|0.94831|0.731805|0|0|0|0|
- after update actions regrets:208.984|3.33577|0.94831|0.731805|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985782, regret:208.984
- total pot:400
- python rec ai action: check
- community cards:4d|9h|Ts|As|
- mycard:0, range:0.61876
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.914|0.0860449|0|0|0|
- mycard range:0.61876
- update strategy
- iter:12000
- after update actions regrets:7497.93|-91841.9|-179987|-145925|-3.24973e+06|
- after update actions average regrets:10486.3|102.731|0|1.48102|0|
- AI take action:check, probability:0.990273, regret:7497.93
- total pot:400
- python rec ai action: check
- community cards:4d|9h|Ts|As|Ah|
- mycard:0, range:0.612671
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.00973937|213.926|0.064|0|0|
- mycard range:0.612671
- update strategy
- iter:12000
- after update actions regrets:5041.59|-98131.5|-88197.4|-225216|-2.96141e+06|
- after update actions average regrets:10395.2|48.5274|0|0|0|
- AI take action:check, probability:0.995404, regret:5041.59
- total pot:400
- python rec ai action: check
- -------------- game: 416 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6d4h, JdKc
- board: 4d9hTsAsAh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 41200
- AI position:1
- AI card:2h|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1484.22|549.287|0.106447|0.172662|95.542|10.6707|0|0|0|
- after update actions regrets:1484.22|549.287|0.106447|0.172662|95.542|10.6707|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.694107, regret:1484.22
- total pot:400
- python rec ai action: fold
- -------------- game: 417 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5h2h
- board:
- action_history: 0:r300,1:f
- total_win: 41100
- AI position:0
- AI card:7c|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.862|1409.66|592.086|7.14904|0.239729|0|0|0|
- after update actions regrets:0|130.862|1409.66|592.086|7.14904|0.239729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.659027, regret:1409.66
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kd|Js|4d|
- mycard:0, range:0.658721
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:67.9402|63.7401|79.5666|2.39378|0.201389|0.0365241|0.107144|0.0141733|
- after update actions regrets:67.9402|63.7401|79.5666|2.39378|0.201389|0.0365241|0.107144|0.0141733|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.298578, regret:63.7401
- total pot:600
- python rec ai action: raise 200
- -------------- game: 418 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7cKc,
- board: KdJs4d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 41300
- AI position:1
- AI card:2d|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1897.21|241.99|0|0|0.803798|0|0|0|0|
- after update actions regrets:1897.21|241.99|0|0|0.803798|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.887278, regret:1897.21
- total pot:400
- python rec ai action: fold
- -------------- game: 419 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2d4d
- board:
- action_history: 0:r300,1:f
- total_win: 41200
- AI position:0
- AI card:5d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.161909, regret:346.667
- total pot:400
- python rec ai action: raise 300
- -------------- game: 420 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5dKh,
- board:
- action_history: 0:r300,1:f
- total_win: 41300
- AI position:1
- AI card:7c|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.230229, regret:492.924
- total pot:400
- python rec ai action: fold
- -------------- game: 421 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7c6d
- board:
- action_history: 0:r300,1:f
- total_win: 41200
- AI position:0
- AI card:5s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.66043, regret:1412.47
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Td|7s|Ac|
- mycard:0, range:0.660035
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:155.714|21.3893|14.0302|21.3326|1.53435|0|0|0|
- after update actions regrets:155.714|21.3893|14.0302|21.3326|1.53435|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.0990566, regret:21.3326
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 422 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9h5s,
- board: Td7sAc
- action_history: 0:r200,1:c/1:c,0:r800,1:f
- total_win: 41400
- AI position:1
- AI card:2s|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 423 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2sTc
- board:
- action_history: 0:r300,1:f
- total_win: 41300
- AI position:0
- AI card:6d|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.692|1406.07|577.256|10.4302|0.549312|0|0|0|
- after update actions regrets:0|145.692|1406.07|577.256|10.4302|0.549312|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.657624, regret:1406.07
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5d|Td|6c|
- mycard:0, range:0.657043
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.650677|121.794|91.124|0.234925|0.139523|0|0|0.0570008|
- after update actions regrets:0.650677|121.794|91.124|0.234925|0.139523|0|0|0.0570008|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.570755, regret:121.794
- total pot:600
- python rec ai action: raise 200
- -------------- game: 424 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7d6d,
- board: 5dTd6c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 41500
- AI position:1
- AI card:Jc|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.863828, regret:1846.96
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 425 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , JcJd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 41800
- AI position:0
- AI card:Qc|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.73165, regret:1565.06
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7d|Td|8c|
- mycard:0, range:0.731337
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:93.1886|120.511|0.0928516|0.0788287|0.0860191|0.0428571|0|0|
- after update actions regrets:93.1886|120.511|0.0928516|0.0788287|0.0860191|0.0428571|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.43662, regret:93.1886
- total pot:400
- python rec ai action: check
- community cards:7d|Td|8c|Th|
- mycard:0, range:0.318468
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.318468
- update strategy
- iter:12000
- after update actions regrets:9649.65|-46790.3|-58894.3|-95817.3|-4.12826e+06|
- after update actions average regrets:9864.79|804.132|106.222|0.197968|0|
- AI take action:check, probability:0.915537, regret:9649.65
- total pot:400
- python rec ai action: check
- community cards:7d|Td|8c|Th|9h|
- mycard:0, range:0.291557
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|66.1261|130.159|17.7146|0|
- mycard range:0.291557
- update strategy
- iter:12000
- after update actions regrets:-482939|12286.4|27849.5|20661.7|-1.11422e+06|
- after update actions average regrets:0|1729.03|3490.26|5361.05|0|
- AI take action:raise 800, probability:0.506711, regret:20661.7
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 426 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: JdQc,
- board: 7dTd8cTh9h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 42000
- AI position:1
- AI card:4s|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.66|0.337914|0|0|0|0|0|0|0|
- after update actions regrets:2139.66|0.337914|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.66
- total pot:400
- python rec ai action: fold
- -------------- game: 427 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4s6c
- board:
- action_history: 0:r300,1:f
- total_win: 41900
- AI position:0
- AI card:4c|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.380908, regret:814.431
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kc|6d|Ad|
- mycard:0, range:0.380575
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.74829|105.198|106.578|0.391404|0.0583412|0.0257804|0|0|
- after update actions regrets:1.74829|105.198|106.578|0.391404|0.0583412|0.0257804|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.5, regret:106.578
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:Kc|6d|Ad|3c|
- mycard:0, range:0.189537
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:107.567|64.9435|37.3238|4.16604|0|
- mycard range:0.189537
- update strategy
- iter:12000
- after update actions regrets:34192|-117664|-57423.2|-182814|-1.55215e+06|
- after update actions average regrets:7106.42|0|3802.36|0|0|
- AI take action:check, probability:0.651448, regret:34192
- total pot:1200
- python rec ai action: check
- community cards:Kc|6d|Ad|3c|4h|
- mycard:0, range:0.123472
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:107.551|104.391|0|0|0.0182731|2.04014|
- mycard range:0.123472
- update strategy
- iter:12000
- after update actions regrets:7269.62|-5951.54|-51196.9|-108376|-190819|-275598|
- after update actions average regrets:9936.73|943.725|0|0|0|0|
- AI take action:fold, probability:0.913319, regret:7269.62
- total pot:2400
- python rec ai action: fold
- -------------- game: 428 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 9h4c,
- board: Kc6dAd3c4h
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:r1200,0:f
- total_win: 41300
- AI position:1
- AI card:7c|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.95963|1387.8|2.803|10.1443|699.716|29.2272|0|0|0.353417|
- after update actions regrets:9.95963|1387.8|2.803|10.1443|699.716|29.2272|0|0|0.353417|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.649345, regret:1387.8
- total pot:600
- python rec ai action: call
- community cards:5h|7d|7h|
- mycard:1, range:0.648503
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:144.507|53.5147|14.3751|0.840941|0.0708445|0.133808|0.0799183|0.478061|
- after update actions regrets:144.507|53.5147|14.3751|0.840941|0.0708445|0.133808|0.0799183|0.478061|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.251185, regret:53.5147
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:5h|7d|7h|3h|
- mycard:1, range:0.16217
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:71.7102|140.732|1.23626|0.221535|0.1|
- mycard range:0.16217
- update strategy
- iter:12000
- after update actions regrets:8842.24|29298.3|-17121.2|-25289.2|-1.8357e+06|
- after update actions average regrets:2887.67|5961.85|1517.24|36.0614|0|
- AI take action:raise 600, probability:0.573118, regret:29298.3
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:5h|7d|7h|3h|Tc|
- mycard:1, range:0.0929397
- before update actions:l|1|2|4|n|
- before update actions regrets:1.97431|111.115|98.459|2.35168|0.1|
- mycard range:0.0929397
- update strategy
- iter:12000
- after update actions regrets:-16799.3|21861.9|-632.779|-344090|-2.43285e+06|
- after update actions average regrets:294.063|8117.64|1959.84|0|0|
- AI take action:raise 1200, probability:0.782739, regret:21861.9
- total pot:3600
- python rec ai action: raise 1200
- -------------- game: 429 -----------------
- win_money: 2400
- players: OpenStackTwo, Bot
- hand: 8d5d, 8c7c
- board: 5h7d7h3hTc
- action_history: 0:r300,1:c/1:r300,0:c/1:r600,0:c/1:r1200,0:c
- total_win: 43700
- AI position:0
- AI card:4c|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.693028, regret:1481.1
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4s|4d|Jd|
- mycard:0, range:0.692101
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.456|66.137|13.051|3.91662|0.896307|0.338066|0.204511|
- after update actions regrets:0|129.456|66.137|13.051|3.91662|0.896307|0.338066|0.204511|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.611374, regret:129.456
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:4s|4d|Jd|2h|
- mycard:0, range:0.418677
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|5.01619|164.631|44.3528|0|
- mycard range:0.418677
- update strategy
- iter:12000
- after update actions regrets:-78929.8|-47322.8|-41229.2|25044.5|-1.66186e+06|
- after update actions average regrets:0|305.999|0.0718716|10599|0|
- AI take action:raise 1600, probability:0.972026, regret:25044.5
- total pot:2400
- python rec ai action: raise 1600
- opp action:call
- total pot:4000
- community cards:4s|4d|Jd|2h|Jc|
- mycard:0, range:0.406926
- opp action:check
- total pot:4000
- before update actions:l|1|2|4|n|
- before update actions regrets:212.756|0.787957|0.316134|0.0953366|0.0449398|
- mycard range:0.406926
- update strategy
- iter:12000
- after update actions regrets:18440.8|-490.14|-52520.6|-141165|-767202|
- after update actions average regrets:5302.55|5509.31|0|0|0|
- AI take action:raise 2000, probability:0.509574, regret:-490.14
- total pot:6000
- python rec ai action: raise 2000
- -------------- game: 430 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: 7c4c, 5d4h
- board: 4s4dJd2hJc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r1600,1:c/1:c,0:r2000,1:c
- total_win: 43700
- AI position:1
- AI card:8c|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.899345, regret:1921.99
- total pot:600
- python rec ai action: call
- community cards:6d|6c|Kd|
- mycard:1, range:0.898124
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.706|2.91652|14.0185|1.32424|0.0323944|0|0|0.00211268|
- after update actions regrets:195.706|2.91652|14.0185|1.32424|0.0323944|0|0|0.00211268|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.919811, regret:195.706
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6d|6c|Kd|4d|
- mycard:1, range:0.821348
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:154.452|57.1872|2.24601|0.115221|0|
- mycard range:0.821348
- update strategy
- iter:12000
- after update actions regrets:6639.46|-7220.8|-27276.7|-26282.9|-1.15955e+06|
- after update actions average regrets:10451.4|76.6931|0|0|0|
- AI take action:check, probability:0.99278, regret:6639.46
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6d|6c|Kd|4d|3s|
- mycard:1, range:0.815365
- before update actions:l|1|2|4|n|
- before update actions regrets:98.1576|114.436|1.19536|0.211203|0|
- mycard range:0.815365
- update strategy
- iter:12000
- after update actions regrets:4520.3|3731.58|3241.5|-540.647|-251720|
- after update actions average regrets:7299.15|1921.84|589.06|664.348|0|
- AI take action:raise 300, probability:0.183424, regret:3731.58
- total pot:900
- python rec ai action: raise 300
- -------------- game: 431 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: 9c9s, Th8c
- board: 6d6cKd4d3s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 43100
- AI position:0
- AI card:Td|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.702526, regret:1502.89
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1815.73|324.265|0|
- after update actions regrets:0|1815.73|324.265|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.848527, regret:1815.73
- total pot:1200
- python rec ai action: call
- community cards:Qd|6d|2s|
- mycard:0, range:0.595871
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.842|0.0589021|0|0|0.0994033|0|0|
- after update actions regrets:213.842|0.0589021|0|0|0.0994033|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.842
- total pot:2400
- python rec ai action: fold
- -------------- game: 432 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: TdKh,
- board: Qd6d2s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 42500
- AI position:1
- AI card:Ts|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|939.547|5.62815|21.962|1092.53|75.4829|0.807556|0.531123|3.50738|
- after update actions regrets:0|939.547|5.62815|21.962|1092.53|75.4829|0.807556|0.531123|3.50738|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.439813, regret:939.547
- total pot:600
- python rec ai action: call
- community cards:Qh|2c|8h|
- mycard:1, range:0.439041
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.715|0.425628|0.319055|0.188624|0.0882041|0.116543|0.0830983|0.0638642|
- after update actions regrets:212.715|0.425628|0.319055|0.188624|0.0882041|0.116543|0.0830983|0.0638642|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.715
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qh|2c|8h|4d|
- mycard:1, range:0.436404
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:115.315|70.7257|27.959|0|0|
- mycard range:0.436404
- update strategy
- iter:12000
- after update actions regrets:10093|8968.39|9849.62|-74639.3|-1.66456e+06|
- after update actions average regrets:6030.79|3812.3|603.349|0|0|
- AI take action:check, probability:0.57731, regret:10093
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qh|2c|8h|4d|2d|
- mycard:1, range:0.251939
- before update actions:l|1|2|4|n|
- before update actions regrets:0.404006|0.35717|213.239|0|0|
- mycard range:0.251939
- update strategy
- iter:12000
- after update actions regrets:9224.3|-13347.7|4644.14|-1993.1|-987012|
- after update actions average regrets:7061.72|274.199|1814.08|1326.8|0|
- AI take action:check, probability:0.674081, regret:9224.3
- total pot:600
- python rec ai action: check
- -------------- game: 433 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: AcKc, TsTh
- board: Qh2c8h4d2d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 42800
- AI position:0
- AI card:7s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|111.836|1255.9|761.315|10.8997|0.0532512|0|0|0|
- after update actions regrets:0|111.836|1255.9|761.315|10.8997|0.0532512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.587272, regret:1255.9
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|9d|Ts|
- mycard:0, range:0.586867
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:168.394|45.0305|0.382444|0.109933|0.0834667|0|0|0|
- after update actions regrets:168.394|45.0305|0.382444|0.109933|0.0834667|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.788732, regret:168.394
- total pot:400
- python rec ai action: check
- community cards:7c|9d|Ts|7h|
- mycard:0, range:0.461798
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|72.8699|110.867|30.2626|0|
- mycard range:0.461798
- update strategy
- iter:12000
- after update actions regrets:40102.7|39198.5|10506.5|-42627.1|-1.51932e+06|
- after update actions average regrets:3027.47|4306.74|2928.65|621.912|61.8569|
- AI take action:check, probability:0.276615, regret:40102.7
- total pot:400
- python rec ai action: check
- community cards:7c|9d|Ts|7h|Kh|
- mycard:0, range:0.127718
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|0.0891702|200.629|8.92956|4.35274|0|
- mycard range:0.127718
- update strategy
- iter:12000
- after update actions regrets:-448688|-63322.3|-7167.8|12030.5|-10646.1|-380355|
- after update actions average regrets:0|0|4873.33|6037.38|5.0856|0|
- AI take action:raise 1600, probability:1, regret:12030.5
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 434 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 7sAs,
- board: 7c9dTs7hKh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:r1600,1:f
- total_win: 43400
- AI position:1
- AI card:2s|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.6708|1724.24|3.15347|7.57962|398.057|2.30307|0|0|0|
- after update actions regrets:4.6708|1724.24|3.15347|7.57962|398.057|2.30307|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.806361, regret:1724.24
- total pot:600
- python rec ai action: call
- community cards:4h|6s|8h|
- mycard:1, range:0.805718
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.316|0.39485|5.88325|0.229191|0.0723904|0.0238849|0.024682|0.0555848|
- after update actions regrets:207.316|0.39485|5.88325|0.229191|0.0723904|0.0238849|0.024682|0.0555848|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976415, regret:207.316
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|6s|8h|3s|
- mycard:1, range:0.780553
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.939|0.596333|0.0822121|0.382709|0|
- mycard range:0.780553
- update strategy
- iter:12000
- after update actions regrets:10609.2|-31664.1|-88084.6|-116827|-1.00432e+06|
- after update actions average regrets:10605.9|45.8292|0|0|0|
- AI take action:check, probability:0.995775, regret:10609.2
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|6s|8h|3s|8s|
- mycard:1, range:0.777195
- before update actions:l|1|2|4|n|
- before update actions regrets:213.902|0.0241559|0.0265823|0.0475387|0|
- mycard range:0.777195
- update strategy
- iter:12000
- after update actions regrets:6230.28|-28678.6|-13857.6|-20096.6|-439427|
- after update actions average regrets:9862.1|645.342|0|0|0|
- AI take action:check, probability:0.938612, regret:6230.28
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:2557.09|3147.84|-7324.46|-3263.2|-67958.6|
- mycard range:0.777195
- update strategy
- iter:12000
- after update actions regrets:4911.02|607.764|-9254.53|-7114.27|-87066.6|
- after update actions average regrets:13975.4|6679.14|0|483.334|0|
- AI take action:raise 2400, probability:0.0228509, regret:-7114.27
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 435 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 2h2s
- board: 4h6s8h3s8s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:r2400,0:f
- total_win: 44300
- AI position:0
- AI card:6c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|Js|4c|
- mycard:0, range:0.770323
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.068|1.251|0.491128|0.190074|0|0|0|0|
- after update actions regrets:212.068|1.251|0.491128|0.190074|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.068
- total pot:400
- python rec ai action: check
- community cards:Ah|Js|4c|Tc|
- mycard:0, range:0.763368
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.725|0.240283|0.0293225|0.00558525|0|
- mycard range:0.763368
- update strategy
- iter:12000
- after update actions regrets:5142.37|-57293.1|-41041.3|-79932.3|-2.34669e+06|
- after update actions average regrets:10846.9|5.14766|0|0|0|
- AI take action:check, probability:0.999539, regret:5142.37
- total pot:400
- python rec ai action: check
- community cards:Ah|Js|4c|Tc|7c|
- mycard:0, range:0.763005
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:199.371|3.26006|0.00923603|1.80996|9.54941|0|
- mycard range:0.763005
- update strategy
- iter:12000
- after update actions regrets:1119.99|-21197.1|-25273.4|-21801.6|-38313.8|-488021|
- after update actions average regrets:10845.7|0|0|0.291312|0|0|
- AI take action:fold, probability:1, regret:1119.99
- total pot:800
- python rec ai action: fold
- -------------- game: 436 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kh6c,
- board: AhJs4cTc7c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 44100
- AI position:1
- AI card:7c|6d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1408.63|8.15984|461.263|160.088|64.1722|37.0066|0.682872|0|
- after update actions regrets:1408.63|8.15984|461.263|160.088|64.1722|37.0066|0.682872|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.215622, regret:461.263
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qd|Qs|Js|
- mycard:1, range:0.215544
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:170.205|40.8821|2.89176|0.0206363|0|0|0|0|
- after update actions regrets:170.205|40.8821|2.89176|0.0206363|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.801887, regret:170.205
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qd|Qs|Js|3h|
- mycard:1, range:0.171433
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:139.405|61.0862|13.4976|0.0113181|0|
- mycard range:0.171433
- update strategy
- iter:12000
- after update actions regrets:3055.9|1524.58|1887.99|308.507|-63569.5|
- after update actions average regrets:3764.73|1738.8|2273.63|2538.66|0|
- AI take action:raise 600, probability:0.220401, regret:1887.99
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 437 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6d7c
- board: QdQsJs3h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r600,0:f
- total_win: 44400
- AI position:0
- AI card:Kc|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0575035, regret:123.036
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Qc|2s|9c|
- mycard:0, range:0.0574933
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.138|1.96755|0.449117|0.44524|0|0|0|0|
- after update actions regrets:211.138|1.96755|0.449117|0.44524|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.138
- total pot:200
- python rec ai action: check
- community cards:Qc|2s|9c|5d|
- mycard:0, range:0.0567244
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:211.998|0.996658|1.00565|0|0|
- mycard range:0.0567244
- update strategy
- iter:12000
- after update actions regrets:229.432|-38031.6|-25957.6|-62113.6|-2.23768e+06|
- after update actions average regrets:10727|0|0|0|0|
- AI take action:check, probability:1, regret:229.432
- total pot:200
- python rec ai action: check
- community cards:Qc|2s|9c|5d|2h|
- mycard:0, range:0.0567244
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:212.8|0.2|1|0|0|
- mycard range:0.0567244
- update strategy
- iter:12000
- after update actions regrets:3384.85|-70535.7|-87552.9|-137415|-1.5212e+06|
- after update actions average regrets:10786|0|0|0|0|
- AI take action:check, probability:1, regret:3384.85
- total pot:200
- python rec ai action: check
- -------------- game: 438 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: 4hKc, Ks5h
- board: Qc2s9c5d2h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 44300
- AI position:1
- AI card:2s|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 439 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7c2s
- board:
- action_history: 0:r300,1:f
- total_win: 44200
- AI position:0
- AI card:9d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.995|1362.25|635.529|9.09634|0.131402|0|0|0|
- after update actions regrets:0|132.995|1362.25|635.529|9.09634|0.131402|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.297007, regret:635.529
- total pot:400
- python rec ai action: raise 300
- -------------- game: 440 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qd9d,
- board:
- action_history: 0:r300,1:f
- total_win: 44300
- AI position:1
- AI card:2h|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:60.9424|1959.95|0.100775|1.48939|102.989|14.5235|0|0|0|
- after update actions regrets:60.9424|1959.95|0.100775|1.48939|102.989|14.5235|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.917135, regret:1959.95
- total pot:600
- python rec ai action: call
- community cards:2d|4c|9c|
- mycard:1, range:0.915867
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:138.064|50.1352|23.2641|2.00713|0.360602|0.0345991|0.1161|0.0180226|
- after update actions regrets:138.064|50.1352|23.2641|2.00713|0.360602|0.0345991|0.1161|0.0180226|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.647887, regret:138.064
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.791659|32.0295|157.897|23.2821|0|
- after update actions regrets:0.791659|32.0295|157.897|23.2821|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:raise 1500, probability:0.740566, regret:157.897
- total pot:2700
- python rec ai action: raise 1500
- opp action:call
- total pot:3600
- community cards:2d|4c|9c|Qc|
- mycard:1, range:0.435972
- turn subgame infoset node:562080
- before update actions:l|1|2|4|n|
- before update actions regrets:201.709|10.8501|1.02415|0.416453|0|
- mycard range:0.435972
- update strategy
- iter:12000
- after update actions regrets:3656.37|-14258.5|-10626.3|-19571.9|-159706|
- after update actions average regrets:10526.9|0|0.0417767|198.219|0|
- AI take action:check, probability:0.981537, regret:3656.37
- total pot:3600
- python rec ai action: check
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:1653.93|-17694.1|-11423.9|-21517.4|-34405.4|
- mycard range:0.435972
- update strategy
- iter:12000
- after update actions regrets:1653.93|-26167.1|-13917.9|-32637.4|-50225.4|
- after update actions average regrets:20727|0|0|0|0|
- AI take action:fold, probability:1, regret:1653.93
- total pot:7200
- python rec ai action: fold
- -------------- game: 441 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: , Jh2h
- board: 2d4c9cQc
- action_history: 0:r300,1:c/1:c,0:r600,1:r1500,0:c/1:c,0:r3600,1:f
- total_win: 42500
- AI position:0
- AI card:3d|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.175398, regret:375.441
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:937.41|1148.62|52.9715|1|
- after update actions regrets:937.41|1148.62|52.9715|1|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 2700, probability:0.0243218, regret:52.9715
- total pot:3600
- python rec ai action: raise 2700
- opp action:call
- total pot:5400
- community cards:Th|2h|5h|
- mycard:0, range:0.00434266
- opp action:check
- total pot:5400
- before update actions:l|1|2|4|n|
- before update actions regrets:208.856|3.32096|1.26085|0.326188|0.235612|
- after update actions regrets:208.856|3.32096|1.26085|0.326188|0.235612|
- after update actions average regrets:0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.856
- total pot:5400
- python rec ai action: check
- community cards:Th|2h|5h|2s|
- mycard:0, range:0.00423829
- turn subgame infoset node:338240
- opp action:check
- total pot:5400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.703|0.196627|0|0|0.1|
- mycard range:0.00423829
- update strategy
- iter:12000
- after update actions regrets:-1863.02|599.47|-916.727|-17271.7|-17477.6|
- after update actions average regrets:74.0591|10564|122.158|0|0|
- AI take action:raise 2700, probability:0.981783, regret:599.47
- total pot:8100
- python rec ai action: raise 2700
- -------------- game: 442 -----------------
- win_money: 2700
- players: Bot, OpenStackTwo
- hand: 3dAh,
- board: Th2h5h2s
- action_history: 0:r300,1:r900,0:r2700,1:c/1:c,0:c/1:c,0:r2700,1:f
- total_win: 45200
- AI position:1
- AI card:9c|4d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2133.96|0|0.495258|0|0.283398|5.17373|0.0835608|0|
- after update actions regrets:2133.96|0|0.495258|0|0.283398|5.17373|0.0835608|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.997661, regret:2133.96
- total pot:200
- python rec ai action: check
- community cards:7d|Kd|Qs|
- mycard:1, range:0.997179
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.945|7.88298|0.17167|0|0|0|0|0|
- after update actions regrets:205.945|7.88298|0.17167|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.945
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7d|Kd|Qs|7h|
- mycard:1, range:0.959647
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:2.68758|68.1234|108.522|34.6672|0|
- mycard range:0.959647
- update strategy
- iter:12000
- after update actions regrets:420.705|308.141|-2110.46|-5188.32|-195176|
- after update actions average regrets:4622.86|5715.39|3.93415|0|0|
- AI take action:check, probability:0.447002, regret:420.705
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7d|Kd|Qs|7h|Qd|
- mycard:1, range:0.428954
- before update actions:l|1|2|4|n|
- before update actions regrets:212.981|0.609009|0.385728|0.0244713|0|
- mycard range:0.428954
- update strategy
- iter:12000
- after update actions regrets:284.264|-584.108|-2844.33|-5971.01|-496362|
- after update actions average regrets:9962.68|679.981|0|0|0|
- AI take action:check, probability:0.93619, regret:284.264
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:345.404|24.6615|-253.692|-568.281|-36006.7|
- mycard range:0.428954
- update strategy
- iter:12000
- after update actions regrets:349.073|95.3307|-233.023|-1146.61|-107702|
- after update actions average regrets:18114.9|2833.38|32.2203|0|0|
- AI take action:fold, probability:0.863435, regret:349.073
- total pot:400
- python rec ai action: fold
- -------------- game: 443 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9c4d
- board: 7dKdQs7hQd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 45100
- AI position:0
- AI card:7d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|146.432|1382.63|596.677|13.3509|0.914293|0|0|0|
- after update actions regrets:0|146.432|1382.63|596.677|13.3509|0.914293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.278896, regret:596.677
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:As|4s|Ac|
- mycard:0, range:0.278821
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:7.7327|204.313|1.76428|0.127907|0.0617745|0|0|0|
- after update actions regrets:7.7327|204.313|1.76428|0.127907|0.0617745|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.962264, regret:204.313
- total pot:900
- python rec ai action: raise 300
- -------------- game: 444 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 7d8d,
- board: As4sAc
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 45400
- AI position:1
- AI card:As|2c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.822264, regret:1758.86
- total pot:600
- python rec ai action: call
- community cards:Jd|5h|3c|
- mycard:1, range:0.821898
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.106|0.4131|0.335311|0.0747158|0.0433605|0.0120427|0.011956|0.00364076|
- after update actions regrets:213.106|0.4131|0.335311|0.0747158|0.0433605|0.0120427|0.011956|0.00364076|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.106
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:18.3182|194.089|1.04592|0.517027|0.0301115|
- after update actions regrets:18.3182|194.089|1.04592|0.517027|0.0301115|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.084507, regret:18.3182
- total pot:1200
- python rec ai action: fold
- -------------- game: 445 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 2cAs
- board: Jd5h3c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 45100
- AI position:0
- AI card:5c|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|144.161|1361.67|628.054|6.10977|0|0|0|0|
- after update actions regrets:0|144.161|1361.67|628.054|6.10977|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.293595, regret:628.054
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|2138.26|1.74394|0|
- after update actions regrets:0|2138.26|1.74394|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.999532, regret:2138.26
- total pot:1800
- python rec ai action: call
- community cards:4c|6d|5s|
- mycard:0, range:0.293244
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:0|18.0305|184.51|11.2589|0.00691538|0.0321413|0.161534|
- after update actions regrets:0|18.0305|184.51|11.2589|0.00691538|0.0321413|0.161534|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.084507, regret:18.0305
- total pot:2700
- python rec ai action: raise 900
- opp action:call
- total pot:3600
- community cards:4c|6d|5s|2d|
- mycard:0, range:0.0247072
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:205.762|7.10836|1.12929|0|0|
- mycard range:0.0247072
- update strategy
- iter:12000
- after update actions regrets:-2388.19|-1853.84|499.179|-63.9501|-6650.95|
- after update actions average regrets:159.275|1212.45|9203.83|293.055|0.534082|
- AI take action:raise 1800, probability:0.11153, regret:-1853.84
- total pot:5400
- python rec ai action: raise 1800
- -------------- game: 446 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 5c5h,
- board: 4c6d5s2d
- action_history: 0:r300,1:r900,0:c/1:c,0:r900,1:c/1:c,0:r1800,1:f
- total_win: 46900
- AI position:1
- AI card:Qs|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 447 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2dQs
- board:
- action_history: 0:r300,1:f
- total_win: 46800
- AI position:0
- AI card:2c|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.176718, regret:378.262
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Qh|9d|Jh|
- mycard:0, range:0.176758
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:27.7163|176.032|4.46288|5.61633|0.145028|0.0271331|0|0|
- after update actions regrets:27.7163|176.032|4.46288|5.61633|0.145028|0.0271331|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.830189, regret:176.032
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Qh|9d|Jh|7h|
- mycard:0, range:0.145398
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.957|0.0207469|0.0218583|0|0|
- mycard range:0.145398
- update strategy
- iter:12000
- after update actions regrets:-3353.94|15744.1|22701.1|8053.22|-1.19748e+06|
- after update actions average regrets:22.5663|3895.54|4754.13|1988.97|0|
- AI take action:raise 400, probability:0.446008, regret:22701.1
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:Qh|9d|Jh|7h|Js|
- mycard:0, range:0.0648368
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:172.924|29.7653|6.34207|4.96822|0|
- mycard range:0.0648368
- update strategy
- iter:12000
- after update actions regrets:6815.16|-80373|-111624|-35953.8|-796448|
- after update actions average regrets:10884|0|0|0|0|
- AI take action:check, probability:1, regret:6815.16
- total pot:1200
- python rec ai action: check
- -------------- game: 448 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2cTh, 2sKh
- board: Qh9dJh7hJs
- action_history: 0:c,1:c/1:c,0:r100,1:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 46200
- AI position:1
- AI card:3c|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.98013|1839.09|3.84585|7.28546|282.422|1.37868|0|0|0|
- after update actions regrets:5.98013|1839.09|3.84585|7.28546|282.422|1.37868|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.860552, regret:1839.09
- total pot:600
- python rec ai action: call
- community cards:9d|2d|2s|
- mycard:1, range:0.859387
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:185.757|24.2211|3.58959|0.350563|0.0818449|0|0|0|
- after update actions regrets:185.757|24.2211|3.58959|0.350563|0.0818449|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.872642, regret:185.757
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.123828|169.354|35.5546|8.94767|0.019892|
- after update actions regrets:0.123828|169.354|35.5546|8.94767|0.019892|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.79717, regret:169.354
- total pot:1800
- python rec ai action: call
- community cards:9d|2d|2s|Kh|
- mycard:1, range:0.590339
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:212.391|1.47919|0.0721457|0|0.0576271|
- mycard range:0.590339
- update strategy
- iter:12000
- after update actions regrets:2720.08|-44451.8|-86367.2|-121258|-1.60857e+06|
- after update actions average regrets:10327|0|0|0|0|
- AI take action:check, probability:1, regret:2720.08
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:2719.95|-8014.16|-44374.1|-56096.1|-242124|
- mycard range:0.590339
- update strategy
- iter:12000
- after update actions regrets:2719.95|-7190.16|-60279.1|-84487.1|-351655|
- after update actions average regrets:20761|0.00951684|0|0|0|
- AI take action:fold, probability:1, regret:2719.95
- total pot:3600
- python rec ai action: fold
- -------------- game: 449 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 3c3h
- board: 9d2d2sKh
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:f
- total_win: 45300
- AI position:0
- AI card:9h|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.589|1347.81|670.756|8.84032|0|0|0|0|
- after update actions regrets:0|112.589|1347.81|670.756|8.84032|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.630323, regret:1347.81
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|8d|2c|
- mycard:0, range:0.62982
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.004|30.8178|0.0554559|0.123051|0|0|0|0|
- after update actions regrets:183.004|30.8178|0.0554559|0.123051|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.859155, regret:183.004
- total pot:400
- python rec ai action: check
- community cards:3h|8d|2c|3s|
- mycard:0, range:0.538595
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.857|0.142709|0|0|0|0|
- mycard range:0.538595
- update strategy
- iter:12000
- after update actions regrets:1703.54|8221.82|-16768.3|-39651.3|-62110.3|-1.40991e+06|
- after update actions average regrets:8022.77|2717.42|0|0|0|0|
- AI take action:fold, probability:0.746997, regret:1703.54
- total pot:800
- python rec ai action: fold
- -------------- game: 450 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kh9h,
- board: 3h8d2c3s
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 45100
- AI position:1
- AI card:Ts|9d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.595884, regret:1274.59
- total pot:200
- python rec ai action: check
- community cards:Qh|Jd|4d|
- mycard:1, range:0.595602
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:194.979|12.6547|5.83975|0.406305|0.119764|0|0|0|
- after update actions regrets:194.979|12.6547|5.83975|0.406305|0.119764|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.919431, regret:194.979
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0.450091|122.944|48.4526|42.1533|0|
- after update actions regrets:0.450091|122.944|48.4526|42.1533|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.575472, regret:122.944
- total pot:600
- python rec ai action: call
- community cards:Qh|Jd|4d|8s|
- mycard:1, range:0.311763
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:206.482|7.13765|0.320719|0.0599557|0|
- mycard range:0.311763
- update strategy
- iter:12000
- after update actions regrets:2899.58|1534.23|361.414|-1806.69|-14872.8|
- after update actions average regrets:6932.55|2400.27|1219.72|41.8703|0|
- AI take action:check, probability:0.654456, regret:2899.58
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-46566|614.337|239.541|1707.2|-2911.97|
- mycard range:0.311763
- update strategy
- iter:12000
- after update actions regrets:-85219.3|1556.99|1056.19|1657.85|-5187.33|
- after update actions average regrets:0|8989.34|3696.54|7255.46|1032.15|
- AI take action:raise 2400, probability:0.345937, regret:1657.85
- total pot:3600
- python rec ai action: raise 2400
- opp action:call
- total pot:5400
- community cards:Qh|Jd|4d|8s|Ad|
- mycard:1, range:0.0705725
- before update actions:l|1|2|4|n|
- before update actions regrets:127.54|74.8661|1.21927|8.58644|1.78819|
- mycard range:0.0705725
- update strategy
- iter:12000
- after update actions regrets:-12570|528.326|-9729.32|-34495|-111413|
- after update actions average regrets:0|10571.4|7.33007|0|0|
- AI take action:raise 2700, probability:0.999338, regret:528.326
- total pot:8100
- python rec ai action: raise 2700
- -------------- game: 451 -----------------
- win_money: 2700
- players: OpenStackTwo, Bot
- hand: , 9dTs
- board: QhJd4d8sAd
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:r600,1:r2400,0:c/1:r2700,0:f
- total_win: 47800
- AI position:0
- AI card:2s|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.877341, regret:1874.7
- total pot:150
- python rec ai action: fold
- -------------- game: 452 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 9c2s,
- board:
- action_history: 0:f
- total_win: 47750
- AI position:1
- AI card:Qh|Ah
- -------------- game: 453 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , QhAh
- board:
- action_history: 0:f
- total_win: 47800
- AI position:0
- AI card:3c|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|154.262|1534.04|443.394|7.76742|0.53841|0|0|0|
- after update actions regrets:0|154.262|1534.04|443.394|7.76742|0.53841|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.717493, regret:1534.04
- total pot:300
- python rec ai action: raise 200
- -------------- game: 454 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Kc3c,
- board:
- action_history: 0:r200,1:f
- total_win: 47900
- AI position:1
- AI card:6s|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2016.6|123.132|0.136838|0.13467|0|0|0|0|0|
- after update actions regrets:2016.6|123.132|0.136838|0.13467|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0575035, regret:123.132
- total pot:600
- python rec ai action: call
- community cards:3s|8s|3d|
- mycard:1, range:0.0575382
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:186.445|19.6193|7.04396|0.601318|0.227616|0.0566251|0|0.00627886|
- after update actions regrets:186.445|19.6193|7.04396|0.601318|0.227616|0.0566251|0|0.00627886|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0896226, regret:19.6193
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:3s|8s|3d|4c|
- mycard:1, range:0.00527504
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.918|0.0824517|0|0|0|
- mycard range:0.00527504
- update strategy
- iter:12000
- after update actions regrets:21710.1|797.249|10689.2|-27100.8|-1.38044e+06|
- after update actions average regrets:7903.14|1178.35|1386.61|55.1121|0|
- AI take action:check, probability:0.751093, regret:21710.1
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:3s|8s|3d|4c|4d|
- mycard:1, range:0.00396166
- before update actions:l|1|2|4|n|
- before update actions regrets:146.4|3.29643|40.9489|23.3544|0|
- mycard range:0.00396166
- update strategy
- iter:12000
- after update actions regrets:1687.83|10461.7|7398.63|-21491|-227135|
- after update actions average regrets:265.996|5995.37|4239.79|0|0|
- AI take action:raise 1200, probability:0.403753, regret:7398.63
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 455 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: Jd8h, 6sJh
- board: 3s8s3d4c4d
- action_history: 0:r300,1:c/1:r300,0:c/1:c,0:c/1:r1200,0:c
- total_win: 46100
- AI position:0
- AI card:Ts|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.675714, regret:1444.57
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2137.7|0|2.29931|0|
- after update actions regrets:2137.7|0|2.29931|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.999065, regret:2137.7
- total pot:800
- python rec ai action: fold
- -------------- game: 456 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5hTs,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 45900
- AI position:1
- AI card:Ac|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.904071, regret:1932.85
- total pot:600
- python rec ai action: call
- community cards:As|Kh|Ts|
- mycard:1, range:0.903203
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:193.937|16.0754|2.32816|1.21874|0.16204|0.00503308|0.0769546|0.197014|
- after update actions regrets:193.937|16.0754|2.32816|1.21874|0.16204|0.00503308|0.0769546|0.197014|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.910377, regret:193.937
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:As|Kh|Ts|9c|
- mycard:1, range:0.818524
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:63.7485|143.275|6.77751|0.145204|0.0533431|
- mycard range:0.818524
- update strategy
- iter:12000
- after update actions regrets:-1318.17|12344.4|10402.9|-28430.8|-1.44117e+06|
- after update actions average regrets:2840.32|5063.35|2455.61|0|0|
- AI take action:raise 600, probability:0.237015, regret:10402.9
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 457 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ac4h
- board: AsKhTs9c
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 46200
- AI position:0
- AI card:Jd|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.225912, regret:483.665
- total pot:400
- python rec ai action: raise 300
- -------------- game: 458 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Jd4h,
- board:
- action_history: 0:r300,1:f
- total_win: 46300
- AI position:1
- AI card:7c|Ah
- -------------- game: 459 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7cAh
- board:
- action_history: 0:f
- total_win: 46350
- AI position:0
- AI card:4d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qs|7h|9c|
- mycard:0, range:0.720814
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:76.9318|84.8906|51.5555|0.331517|0.23857|0.036344|0.00102282|0.0146311|
- after update actions regrets:76.9318|84.8906|51.5555|0.331517|0.23857|0.036344|0.00102282|0.0146311|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.398104, regret:84.8906
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qs|7h|9c|3d|
- mycard:0, range:0.285936
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.278221|0.931536|211.01|1.72846|0.0517587|
- mycard range:0.285936
- update strategy
- iter:12000
- after update actions regrets:11415.8|-57942.5|26122.6|13484.3|-3.33447e+06|
- after update actions average regrets:7319.45|111.691|1718.52|1479.83|0|
- AI take action:check, probability:0.688717, regret:11415.8
- total pot:800
- python rec ai action: check
- community cards:Qs|7h|9c|3d|As|
- mycard:0, range:0.196895
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.032|18.3157|195.605|0.0472248|0|
- mycard range:0.196895
- update strategy
- iter:12000
- after update actions regrets:-137384|12377|9103.25|-25897.3|-2.36737e+06|
- after update actions average regrets:0|5304.33|4858.14|505.103|0|
- AI take action:raise 800, probability:0.455423, regret:9103.25
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 460 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: 4dQh, TdQc
- board: Qs7h9c3dAs
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r800,1:c
- total_win: 45150
- AI position:1
- AI card:Ac|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.921816, regret:1969.98
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 461 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AcKh
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 45450
- AI position:0
- AI card:5c|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.408|1428.33|566.805|11.0879|0.365185|0|0|0|
- after update actions regrets:0|133.408|1428.33|566.805|11.0879|0.365185|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.667914, regret:1428.33
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|8h|Qd|
- mycard:0, range:0.667446
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.923|0.214875|0.464832|6.71514|0.682571|0|0|0|
- after update actions regrets:205.923|0.214875|0.464832|6.71514|0.682571|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971564, regret:205.923
- total pot:400
- python rec ai action: check
- community cards:Ks|8h|Qd|3d|
- mycard:0, range:0.642253
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:1.59337|28.8678|182.266|1.27292|0|
- mycard range:0.642253
- update strategy
- iter:12000
- after update actions regrets:212.732|14204|-1538.6|-19162.6|-2.95583e+06|
- after update actions average regrets:1082.82|9349.13|415.359|35.934|0|
- AI take action:check, probability:0.0994394, regret:212.732
- total pot:400
- python rec ai action: check
- community cards:Ks|8h|Qd|3d|5d|
- mycard:0, range:0.0639005
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:1.82365|212.176|0|0|0|0|
- mycard range:0.0639005
- update strategy
- iter:12000
- after update actions regrets:3879.03|5489.38|-5701.57|5527.2|-13672.8|-240805|
- after update actions average regrets:1045.57|5950.94|259.814|3483.2|23.1304|0|
- AI take action:call, probability:0.552974, regret:5489.38
- total pot:1200
- python rec ai action: call
- -------------- game: 462 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 5c6c, Qs4h
- board: Ks8hQd3d5d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 44850
- AI position:1
- AI card:Jh|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:480.014|19.4824|1022.46|397.347|143.58|76.3261|0.795372|0|
- after update actions regrets:480.014|19.4824|1022.46|397.347|143.58|76.3261|0.795372|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0669162, regret:143.58
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 463 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , JhQh
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 44950
- AI position:0
- AI card:Kc|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.702526, regret:1502.89
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Js|8h|7c|
- mycard:0, range:0.702285
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.031|17.6333|0.334183|0.0014862|0|0|0|0|
- after update actions regrets:196.031|17.6333|0.334183|0.0014862|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.920188, regret:196.031
- total pot:400
- python rec ai action: check
- community cards:Js|8h|7c|Qd|
- mycard:0, range:0.643316
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.880459|213.114|0.00526316|0|0|0|
- mycard range:0.643316
- update strategy
- iter:12000
- after update actions regrets:-153271|13412.8|1975.71|7775.71|-77030.3|-825611|
- after update actions average regrets:0|7854.83|43.9644|2945.51|0|0|
- AI take action:raise 1600, probability:0.271629, regret:7775.71
- total pot:2400
- python rec ai action: raise 1600
- opp action:call
- total pot:3600
- community cards:Js|8h|7c|Qd|5h|
- mycard:0, range:0.174736
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:212.983|0|0|0.663029|0.353897|
- mycard range:0.174736
- update strategy
- iter:12000
- after update actions regrets:-35618.3|16441.8|13177.8|-28817.6|-809366|
- after update actions average regrets:545.148|4457.69|5714.99|0|0|
- AI take action:raise 3600, probability:0.533221, regret:13177.8
- total pot:7200
- python rec ai action: raise 3600
- -------------- game: 464 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: TdKc,
- board: Js8h7cQd5h
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:r1600,1:c/1:c,0:r3600,1:f
- total_win: 46750
- AI position:1
- AI card:7d|9d
- -------------- game: 465 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7d9d
- board:
- action_history: 0:f
- total_win: 46800
- AI position:0
- AI card:3s|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.543499, regret:1162.78
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:800
- python rec ai action: fold
- -------------- game: 466 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3sTc,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 46600
- AI position:1
- AI card:2h|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 467 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7h2h
- board:
- action_history: 0:r300,1:f
- total_win: 46500
- AI position:0
- AI card:4s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.414|1350.46|645.318|9.71718|0.0863831|0|0|0|
- after update actions regrets:0|134.414|1350.46|645.318|9.71718|0.0863831|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.631431, regret:1350.46
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Js|Ks|Qd|
- mycard:0, range:0.631058
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:112.591|100.964|0.0854736|0.326607|0|0|0.0306908|0.00215176|
- after update actions regrets:112.591|100.964|0.0854736|0.326607|0|0|0.0306908|0.00215176|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.528302, regret:112.591
- total pot:400
- python rec ai action: check
- community cards:Js|Ks|Qd|Kc|
- mycard:0, range:0.332017
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:199.68|14.3198|0|0|0|
- mycard range:0.332017
- update strategy
- iter:12000
- after update actions regrets:-45053.9|14877.7|21052.4|18092.4|-3.15332e+06|
- after update actions average regrets:1570.16|2458.44|5066.77|1849.92|0|
- AI take action:raise 200, probability:0.224618, regret:14877.7
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Js|Ks|Qd|Kc|3d|
- mycard:0, range:0.0745749
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0745749
- update strategy
- iter:12000
- after update actions regrets:406.662|-376185|-376098|-562799|-2.32404e+06|
- after update actions average regrets:10961|0|0|0|0|
- AI take action:check, probability:1, regret:406.662
- total pot:800
- python rec ai action: check
- -------------- game: 468 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: As4s, Ad2s
- board: JsKsQdKc3d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 46500
- AI position:1
- AI card:5d|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3608|1327.96|2.02409|9.49075|747.93|42.2355|0|0|0|
- after update actions regrets:10.3608|1327.96|2.02409|9.49075|747.93|42.2355|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.620964, regret:1327.96
- total pot:600
- python rec ai action: call
- community cards:8d|3d|9h|
- mycard:1, range:0.620541
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.157|15.4747|2.15701|0.13897|0.0188687|0.00519856|0.00245179|0.0457581|
- after update actions regrets:196.157|15.4747|2.15701|0.13897|0.0188687|0.00519856|0.00245179|0.0457581|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.920188, regret:196.157
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:10.3276|203.365|0.183243|0.0464571|0.0776531|
- after update actions regrets:10.3276|203.365|0.183243|0.0464571|0.0776531|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.0469484, regret:10.3276
- total pot:1200
- python rec ai action: fold
- -------------- game: 469 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 6d5d
- board: 8d3d9h
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 46200
- AI position:0
- AI card:2d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.274556, regret:587.779
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ah|8s|5h|
- mycard:0, range:0.274663
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.671|1.31234|0.707939|0.0661055|3.20556|0.0367347|0|0|
- after update actions regrets:208.671|1.31234|0.707939|0.0661055|3.20556|0.0367347|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.671
- total pot:600
- python rec ai action: check
- community cards:Ah|8s|5h|4s|
- mycard:0, range:0.267824
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.089|0|0.0485981|0.0130841|0.849077|0|
- mycard range:0.267824
- update strategy
- iter:12000
- after update actions regrets:3346|-54571.1|-74149|-93381.1|-79924.2|-696207|
- after update actions average regrets:10787|0|0|0|0|0|
- AI take action:fold, probability:1, regret:3346
- total pot:1200
- python rec ai action: fold
- -------------- game: 470 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Qd2d,
- board: Ah8s5h4s
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 45900
- AI position:1
- AI card:3d|6h
- -------------- game: 471 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 6h3d
- board:
- action_history: 0:f
- total_win: 45950
- AI position:0
- AI card:5s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.685688, regret:1466.85
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qs|Th|Ah|
- mycard:0, range:0.685446
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:56.2182|95.5956|55.6858|3.26219|3.23819|0|0|0|
- after update actions regrets:56.2182|95.5956|55.6858|3.26219|3.23819|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.264151, regret:56.2182
- total pot:400
- python rec ai action: check
- community cards:Qs|Th|Ah|9s|
- mycard:0, range:0.180068
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:4.21923|208.89|0.890675|0|0|
- mycard range:0.180068
- update strategy
- iter:12000
- after update actions regrets:1427.97|-4687.36|23367.6|27069.8|-3.09278e+06|
- after update actions average regrets:4106.2|305.887|1815.3|4651.19|0|
- AI take action:check, probability:0.377494, regret:1427.97
- total pot:400
- python rec ai action: check
- community cards:Qs|Th|Ah|9s|2s|
- mycard:0, range:0.0679681
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.326206|17.0531|180.439|16.1815|0|
- mycard range:0.0679681
- update strategy
- iter:12000
- after update actions regrets:-117714|5519.01|6078.39|-40532.9|-866759|
- after update actions average regrets:0|3929.27|6708.42|303.644|0|
- AI take action:raise 400, probability:0.613163, regret:6078.39
- total pot:800
- python rec ai action: raise 400
- -------------- game: 472 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 4h5s, 8dKc
- board: QsThAh9s2s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 45350
- AI position:1
- AI card:Qd|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1510.24|8.75477|464.675|109.12|21.6679|25.4342|0.105905|0|
- after update actions regrets:1510.24|8.75477|464.675|109.12|21.6679|25.4342|0.105905|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.217127, regret:464.675
- total pot:400
- python rec ai action: raise 300
- -------------- game: 473 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 8hQd
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 45450
- AI position:0
- AI card:2d|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.344|1397.88|607.771|10.0079|0|0|0|0|
- after update actions regrets:0|124.344|1397.88|607.771|10.0079|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.653414, regret:1397.88
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3d|Ac|3c|
- mycard:0, range:0.653214
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:107.114|40.9562|53.6011|9.2958|2.8709|0.13959|0|0.0222687|
- after update actions regrets:107.114|40.9562|53.6011|9.2958|2.8709|0.13959|0|0.0222687|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.042654, regret:9.2958
- total pot:1200
- python rec ai action: raise 800
- opp action:call
- total pot:2000
- community cards:3d|Ac|3c|Qc|
- mycard:0, range:0.0283745
- turn subgame infoset node:1108992
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:65.8054|14.0728|25.7744|108.347|0|
- mycard range:0.0283745
- update strategy
- iter:12000
- after update actions regrets:23380.2|-53390.6|-65788.9|-182919|-2.56732e+06|
- after update actions average regrets:9667.24|1.06548|1247.36|0|0|
- AI take action:check, probability:0.885662, regret:23380.2
- total pot:2000
- python rec ai action: check
- community cards:3d|Ac|3c|Qc|3h|
- mycard:0, range:0.0251293
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:155.433|1.14961|49.6923|7.72471|0|
- mycard range:0.0251293
- update strategy
- iter:12000
- after update actions regrets:6786.79|-43099.5|-144780|-41081.9|-200754|
- after update actions average regrets:10736.1|0|0|0|5.88844|
- AI take action:check, probability:0.999534, regret:6786.79
- total pot:2000
- python rec ai action: check
- -------------- game: 474 -----------------
- win_money: -1000
- players: Bot, OpenStackTwo
- hand: 5d2d, 3sTs
- board: 3dAc3cQc3h
- action_history: 0:r200,1:c/1:c,0:r800,1:c/1:c,0:c/1:c,0:c
- total_win: 44450
- AI position:1
- AI card:5d|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:551.227|1483.04|0.0531949|0.0744228|97.8811|7.72903|0|0|0|
- after update actions regrets:551.227|1483.04|0.0531949|0.0744228|97.8811|7.72903|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.693639, regret:1483.04
- total pot:600
- python rec ai action: call
- community cards:Qh|7c|9s|
- mycard:1, range:0.693007
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.226|51.8828|7.52536|0.333126|0.0244377|0|0|0.00801057|
- after update actions regrets:154.226|51.8828|7.52536|0.333126|0.0244377|0|0|0.00801057|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.726415, regret:154.226
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.851|0.0705898|0.0600648|0.0182977|0|
- after update actions regrets:213.851|0.0705898|0.0600648|0.0182977|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.851
- total pot:1200
- python rec ai action: fold
- -------------- game: 475 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 5dKh
- board: Qh7c9s
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 44150
- AI position:0
- AI card:9s|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.758653, regret:1622.45
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|6d|3d|
- mycard:0, range:0.758154
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.60349|197.171|12.9161|1.93363|0.376089|0|0|0|
- after update actions regrets:1.60349|197.171|12.9161|1.93363|0.376089|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.933649, regret:197.171
- total pot:600
- python rec ai action: raise 200
- -------------- game: 476 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9s8h,
- board: Qd6d3d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 44350
- AI position:1
- AI card:Jd|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.714888, regret:1527.98
- total pot:600
- python rec ai action: call
- community cards:5s|2d|4c|
- mycard:1, range:0.71401
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:123.52|75.1459|11.9003|2.83555|0.573841|0.0248175|0|0|
- after update actions regrets:123.52|75.1459|11.9003|2.83555|0.573841|0.0248175|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.582938, regret:123.52
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5s|2d|4c|Ad|
- mycard:1, range:0.412122
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.65|1.59123|0.521166|0.172635|0.0654624|
- mycard range:0.412122
- update strategy
- iter:12000
- after update actions regrets:5825.64|-7509.42|-27414.5|-62341.8|-2.38326e+06|
- after update actions average regrets:9854.13|615.009|0|0|0|
- AI take action:check, probability:0.941255, regret:5825.64
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5s|2d|4c|Ad|5h|
- mycard:1, range:0.387912
- before update actions:l|1|2|4|n|
- before update actions regrets:213.841|0|0.1|0.0593849|0|
- mycard range:0.387912
- update strategy
- iter:12000
- after update actions regrets:6981.76|3766.66|-2099.24|-3034.28|-124852|
- after update actions average regrets:4837.05|2147.52|223.025|2914.49|0|
- AI take action:raise 1200, probability:0.287916, regret:-3034.28
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 477 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: 4hKd, QhJd
- board: 5s2d4cAd5h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r1200,0:c
- total_win: 42850
- AI position:0
- AI card:2h|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.986|1472.93|535.908|3.17576|0|0|0|0|
- after update actions regrets:0|127.986|1472.93|535.908|3.17576|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.93
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:874.263|1250.04|15.6945|0|
- after update actions regrets:874.263|1250.04|15.6945|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.408602, regret:874.263
- total pot:800
- python rec ai action: fold
- -------------- game: 478 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 2hTh,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 42650
- AI position:1
- AI card:8d|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1114.84|14.284|689.873|240.548|71.5736|8.45358|0.425159|0|
- after update actions regrets:1114.84|14.284|689.873|240.548|71.5736|8.45358|0.425159|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.322566, regret:689.873
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7h|Kh|6d|
- mycard:1, range:0.32237
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:56.1021|122.398|17.706|17.2578|0.53595|0|0|0|
- after update actions regrets:56.1021|122.398|17.706|17.2578|0.53595|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.575472, regret:122.398
- total pot:900
- python rec ai action: raise 300
- -------------- game: 479 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8dJd
- board: 7hKh6d
- action_history: 0:c,1:r300,0:c/1:r300,0:f
- total_win: 42950
- AI position:0
- AI card:5d|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qh|As|Td|
- mycard:0, range:0.820617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.196355|106.559|84.9457|21.6761|0.483008|0.0304351|0.00328142|0.106505|
- after update actions regrets:0.196355|106.559|84.9457|21.6761|0.483008|0.0304351|0.00328142|0.106505|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.50237, regret:106.559
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qh|As|Td|Jd|
- mycard:0, range:0.408616
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:203.767|10.1916|0.0418012|0|0|
- mycard range:0.408616
- update strategy
- iter:12000
- after update actions regrets:-21360.2|18118.2|-18285.9|-620046|-1.01209e+07|
- after update actions average regrets:948.972|7408.99|2322.87|0|0|
- AI take action:raise 400, probability:0.693763, regret:18118.2
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:Qh|As|Td|Jd|5h|
- mycard:0, range:0.283445
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.211|0.575|0.21087|0.00326087|0|
- mycard range:0.283445
- update strategy
- iter:12000
- after update actions regrets:1333.48|-24998.2|-243351|-1.72415e+06|-1.58955e+07|
- after update actions average regrets:10654.2|1.84846|0|0|0|
- AI take action:check, probability:0.999906, regret:1333.48
- total pot:1600
- python rec ai action: check
- -------------- game: 480 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: 5dAh, 6hKc
- board: QhAsTdJd5h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 42150
- AI position:1
- AI card:9c|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.858212, regret:1834.11
- total pot:600
- python rec ai action: call
- community cards:2c|Td|2s|
- mycard:1, range:0.857062
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.178|0.996052|0.524724|0.064991|0.123683|0.0579955|0.0548129|0|
- after update actions regrets:212.178|0.996052|0.524724|0.064991|0.123683|0.0579955|0.0548129|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.178
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:212.646|0.587271|0.155685|0.595376|0.0154808|
- after update actions regrets:212.646|0.587271|0.155685|0.595376|0.0154808|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:212.646
- total pot:1200
- python rec ai action: fold
- -------------- game: 481 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Jh9c
- board: 2cTd2s
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 41850
- AI position:0
- AI card:2s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|155.173|1396.49|576.314|11.4722|0.5533|0|0|0|
- after update actions regrets:0|155.173|1396.49|576.314|11.4722|0.5533|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.652947, regret:1396.49
- total pot:300
- python rec ai action: raise 200
- -------------- game: 482 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: As2s,
- board:
- action_history: 0:r200,1:f
- total_win: 41950
- AI position:1
- AI card:Kd|9h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1214.67|10.1387|596.78|203.197|48.2586|66.7262|0.230332|0|
- after update actions regrets:1214.67|10.1387|596.78|203.197|48.2586|66.7262|0.230332|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.568086, regret:1214.67
- total pot:200
- python rec ai action: check
- community cards:8s|6c|3d|
- mycard:1, range:0.567602
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.197|5.44725|0.308603|0.0475235|0|0|0|0|
- after update actions regrets:208.197|5.44725|0.308603|0.0475235|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976526, regret:208.197
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|6c|3d|8h|
- mycard:1, range:0.55221
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.654|1.29766|0.0200902|0.0285669|0|
- mycard range:0.55221
- update strategy
- iter:12000
- after update actions regrets:-102.834|1152.81|986.532|-478.46|-165706|
- after update actions average regrets:10.7107|4561.25|3119.79|2134.69|0|
- AI take action:raise 400, probability:0.217223, regret:-478.46
- total pot:600
- python rec ai action: raise 400
- -------------- game: 483 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9hKd
- board: 8s6c3d8h
- action_history: 0:c,1:c/1:c,0:c/1:r400,0:f
- total_win: 42050
- AI position:0
- AI card:Ks|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.723703, regret:1548.25
- total pot:300
- python rec ai action: raise 200
- -------------- game: 484 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ks9c,
- board:
- action_history: 0:r200,1:f
- total_win: 42150
- AI position:1
- AI card:8s|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.797753, regret:1704.63
- total pot:600
- python rec ai action: call
- community cards:8c|8d|Ts|
- mycard:1, range:0.796555
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:147.619|48.7513|15.4158|1.8311|0.264888|0.0663588|0.0147826|0.0367126|
- after update actions regrets:147.619|48.7513|15.4158|1.8311|0.264888|0.0663588|0.0147826|0.0367126|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.696682, regret:147.619
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8c|8d|Ts|9s|
- mycard:1, range:0.549471
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:113.365|35.2891|64.7116|0.621117|0.0127591|
- mycard range:0.549471
- update strategy
- iter:12000
- after update actions regrets:7020.33|11612.3|22436.7|12118.6|-1.09781e+06|
- after update actions average regrets:1856.06|3739.66|3427.23|1428.97|0|
- AI take action:check, probability:0.177608, regret:7020.33
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8c|8d|Ts|9s|As|
- mycard:1, range:0.0975753
- before update actions:l|1|2|4|n|
- before update actions regrets:32.7787|8.49732|58.9647|113.759|0|
- mycard range:0.0975753
- update strategy
- iter:12000
- after update actions regrets:-10963.7|28264.7|-17828.5|-36453.7|-3094.49|
- after update actions average regrets:3440.6|4850.56|986.879|2.57091|1179.3|
- AI take action:check, probability:0.328966, regret:-10963.7
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-506515|-217897|6124.54|-30348.9|15011.9|
- mycard range:0.0975753
- update strategy
- iter:12000
- after update actions regrets:-506515|-217897|6124.54|-30348.9|15011.9|
- after update actions average regrets:0|0|3788.86|124.588|6045.06|
- AI take action:allin, probability:0.710244, regret:15011.9
- total pot:20900
- python rec ai action: allin
- -------------- game: 485 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , Ac8s
- board: 8c8dTs9sAs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:r19700,0:f
- total_win: 43050
- AI position:0
- AI card:4h|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.726848, regret:1554.04
- total pot:300
- python rec ai action: raise 200
- -------------- game: 486 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8h4h,
- board:
- action_history: 0:r200,1:f
- total_win: 43150
- AI position:1
- AI card:Jd|9h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1363.98|10.2165|511.912|169.591|44.7486|39.5128|0.0421091|0|
- after update actions regrets:1363.98|10.2165|511.912|169.591|44.7486|39.5128|0.0421091|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.239232, regret:511.912
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9c|Kd|7d|
- mycard:1, range:0.239211
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:124.725|87.0486|1.78413|0.411135|0.0240535|0.00747225|0|0|
- after update actions regrets:124.725|87.0486|1.78413|0.411135|0.0240535|0.00747225|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.584906, regret:124.725
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9c|Kd|7d|As|
- mycard:1, range:0.139418
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:199.822|14.0363|0.141958|0|0|
- mycard range:0.139418
- update strategy
- iter:12000
- after update actions regrets:1040.68|-359.105|-9042|-19738.1|-150244|
- after update actions average regrets:10445.3|42.5727|0|0|0|
- AI take action:check, probability:0.995995, regret:1040.68
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-499.844|1048.11|-2354.8|-2284.84|-13827.8|
- mycard range:0.139418
- update strategy
- iter:12000
- after update actions regrets:-1006.84|1048.11|-4669.8|-2054.84|-19596.8|
- after update actions average regrets:4156.07|17015.7|9.70113|0|0|
- AI take action:call, probability:0.803352, regret:1048.11
- total pot:1800
- python rec ai action: call
- community cards:9c|Kd|7d|As|3c|
- mycard:1, range:0.111544
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.111544
- update strategy
- iter:12000
- after update actions regrets:214.926|-11641.1|-54474.1|-52682.1|-265123|
- after update actions average regrets:10416|0|0|0|0|
- AI take action:check, probability:1, regret:214.926
- total pot:1800
- python rec ai action: check
- -------------- game: 487 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: 8hAd, 9hJd
- board: 9cKd7dAs3c
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 42250
- AI position:0
- AI card:Ad|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.337857, regret:722.452
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7s|3h|9c|
- mycard:0, range:0.337595
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:40.3218|75.9656|97.4152|0.0581798|0.0806279|0.0631483|0.0492047|0.0463169|
- after update actions regrets:40.3218|75.9656|97.4152|0.0581798|0.0806279|0.0631483|0.0492047|0.0463169|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.353774, regret:75.9656
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:7s|3h|9c|Ac|
- mycard:0, range:0.119839
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:71.6833|113.324|28.4846|0.403157|0.10484|
- mycard range:0.119839
- update strategy
- iter:12000
- after update actions regrets:27429.6|28599.3|16064.4|9621.36|-1.763e+06|
- after update actions average regrets:4684.33|4335.73|1662.74|65.9989|0|
- AI take action:raise 1200, probability:0.154662, regret:16064.4
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 488 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 8hAd,
- board: 7s3h9cAc
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:r1200,1:f
- total_win: 42850
- AI position:1
- AI card:As|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:991.612|8.52873|682.716|305.995|74.4531|76.5456|0.149574|0|
- after update actions regrets:991.612|8.52873|682.716|305.995|74.4531|76.5456|0.149574|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.0355805, regret:76.5456
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 489 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 8hAs
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 42950
- AI position:0
- AI card:Js|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.205236, regret:439.309
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3h|Ac|6d|
- mycard:0, range:0.205285
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.067|2.10891|0.104799|0.608299|0.000749625|0|0.00997001|0.1|
- after update actions regrets:211.067|2.10891|0.104799|0.608299|0.000749625|0|0.00997001|0.1|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.067
- total pot:600
- python rec ai action: check
- community cards:3h|Ac|6d|2s|
- mycard:0, range:0.202471
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:184.747|28.7166|0.02994|0.124996|0.380993|0|
- mycard range:0.202471
- update strategy
- iter:12000
- after update actions regrets:848.303|-50575.7|-72649.4|-88978.3|-97063.1|-626987|
- after update actions average regrets:10809|0|0|0|0|0|
- AI take action:fold, probability:1, regret:848.303
- total pot:1200
- python rec ai action: fold
- -------------- game: 490 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: JsQh,
- board: 3hAc6d2s
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 42650
- AI position:1
- AI card:9s|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 491 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9s2d
- board:
- action_history: 0:r300,1:f
- total_win: 42550
- AI position:0
- AI card:6s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0584659, regret:125.687
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:7|2007.15|14.1858|111.666|0|
- after update actions regrets:7|2007.15|14.1858|111.666|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.938289, regret:2007.15
- total pot:600
- python rec ai action: call
- community cards:Jc|7c|3s|
- mycard:0, range:0.0550862
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:103.899|105.879|1.90272|1.75291|0.566413|0|0|0|
- after update actions regrets:103.899|105.879|1.90272|1.75291|0.566413|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.5, regret:105.879
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Jc|7c|3s|8s|
- mycard:0, range:0.0272544
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:111.864|1.25455|51.8115|49.0701|0|
- mycard range:0.0272544
- update strategy
- iter:12000
- after update actions regrets:12066.2|-50898.4|-32424.8|-4257.58|-426947|
- after update actions average regrets:9715.36|10.8101|672.527|575.232|0|
- AI take action:check, probability:0.885436, regret:12066.2
- total pot:1200
- python rec ai action: check
- community cards:Jc|7c|3s|8s|5s|
- mycard:0, range:0.0241287
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0241287
- update strategy
- iter:12000
- after update actions regrets:411.076|-66934.9|-131832|-181371|-781140|
- after update actions average regrets:10942|0|0|0|0|
- AI take action:check, probability:1, regret:411.076
- total pot:1200
- python rec ai action: check
- -------------- game: 492 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 6s5c, QsKd
- board: Jc7c3s8s5s
- action_history: 0:c,1:r300,0:c/1:c,0:r300,1:c/1:c,0:c/1:c,0:c
- total_win: 43150
- AI position:1
- AI card:9s|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9
- total pot:600
- python rec ai action: call
- community cards:Th|Qc|6c|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.971|2.49861|0.539591|0.830855|0.135724|0.0244099|0|0|
- after update actions regrets:209.971|2.49861|0.539591|0.830855|0.135724|0.0244099|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990521, regret:209.971
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Th|Qc|6c|7c|
- mycard:1, range:0.830284
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:94.1593|77.4369|40.8396|1.49022|0.0739783|
- mycard range:0.830284
- update strategy
- iter:12000
- after update actions regrets:11554.2|18048.5|15354.9|3172.52|-1.48021e+06|
- after update actions average regrets:4143.4|4127.65|1861.85|120.946|0|
- AI take action:check, probability:0.404156, regret:11554.2
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Th|Qc|6c|7c|4h|
- mycard:1, range:0.335503
- before update actions:l|1|2|4|n|
- before update actions regrets:175.644|31.2341|6.28157|0.820884|0.019081|
- mycard range:0.335503
- update strategy
- iter:12000
- after update actions regrets:3134.98|10204.6|8622.61|5358.15|-303817|
- after update actions average regrets:3946.08|2902.54|2528.33|1095.61|0|
- AI take action:check, probability:0.37685, regret:3134.98
- total pot:600
- python rec ai action: check
- -------------- game: 493 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: Kd6h, 9s8c
- board: ThQc6c7c4h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 43450
- AI position:0
- AI card:2s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|147.955|1432.66|548.341|10.6752|0.373069|0|0|0|
- after update actions regrets:0|147.955|1432.66|548.341|10.6752|0.373069|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.670098, regret:1432.66
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5c|5h|8s|
- mycard:0, range:0.669465
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.872|16.9163|0.177661|0|0.0335079|0|0|0|
- after update actions regrets:196.872|16.9163|0.177661|0|0.0335079|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.872
- total pot:400
- python rec ai action: check
- community cards:5c|5h|8s|Js|
- mycard:0, range:0.615885
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.754|0.24578|0|0|0|
- mycard range:0.615885
- update strategy
- iter:12000
- after update actions regrets:25480.5|15661|4374.77|-93445.2|-3.24356e+06|
- after update actions average regrets:4907.55|3981.74|2107.4|0|0|
- AI take action:raise 200, probability:0.362074, regret:15661
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:5c|5h|8s|Js|6h|
- mycard:0, range:0.223003
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.223003
- update strategy
- iter:12000
- after update actions regrets:4174.07|-82651.9|-43019.9|-84883.9|-1.05092e+06|
- after update actions average regrets:10998.9|0|0|0.0669496|0|
- AI take action:check, probability:1, regret:4174.07
- total pot:800
- python rec ai action: check
- -------------- game: 494 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: Ks2s, Jd3s
- board: 5c5h8sJs6h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 43050
- AI position:1
- AI card:5s|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.889565, regret:1901.23
- total pot:600
- python rec ai action: call
- community cards:Jd|6s|2h|
- mycard:1, range:0.888424
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.24|8.17985|0.485786|0.019173|0.00422132|0|0.0373531|0.0331604|
- after update actions regrets:205.24|8.17985|0.485786|0.019173|0.00422132|0|0.0373531|0.0331604|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962441, regret:205.24
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:212.647|0.240365|0.684631|0.382473|0.0453361|
- after update actions regrets:212.647|0.240365|0.684631|0.382473|0.0453361|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:212.647
- total pot:1200
- python rec ai action: fold
- -------------- game: 495 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 5sAh
- board: Jd6s2h
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 42750
- AI position:0
- AI card:2s|4s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.898|1392.91|594.667|14.8035|0.719761|0|0|0|
- after update actions regrets:0|136.898|1392.91|594.667|14.8035|0.719761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.651685, regret:1392.91
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qs|4h|5h|
- mycard:0, range:0.650893
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.284|42.2572|0.285275|0.111163|0.0109515|0.0517278|0|0|
- after update actions regrets:171.284|42.2572|0.285275|0.111163|0.0109515|0.0517278|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.802817, regret:171.284
- total pot:400
- python rec ai action: check
- community cards:Qs|4h|5h|5s|
- mycard:0, range:0.520969
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:107.088|106.782|0.130395|0|0|
- mycard range:0.520969
- update strategy
- iter:12000
- after update actions regrets:24385.1|6281.78|-62462.9|-122267|-2.41014e+06|
- after update actions average regrets:8548.32|2060.37|333.34|57.9656|0|
- AI take action:check, probability:0.777232, regret:24385.1
- total pot:400
- python rec ai action: check
- community cards:Qs|4h|5h|5s|Ac|
- mycard:0, range:0.404856
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:209.792|4.20762|0|0|0|
- mycard range:0.404856
- update strategy
- iter:12000
- after update actions regrets:9284.25|-34262.3|-47625.5|-139634|-4.69939e+06|
- after update actions average regrets:10962.8|37.1927|0|0|0|
- AI take action:check, probability:0.996636, regret:9284.25
- total pot:400
- python rec ai action: check
- -------------- game: 496 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4s2s, 8hAs
- board: Qs4h5h5sAc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 42550
- AI position:1
- AI card:6s|Td
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.86236, regret:1842.22
- total pot:200
- python rec ai action: check
- community cards:7h|3c|Kc|
- mycard:1, range:0.86085
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:161.424|43.8354|8.0087|0.538108|0.193379|0|0|0|
- after update actions regrets:161.424|43.8354|8.0087|0.538108|0.193379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.20283, regret:43.8354
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:7h|3c|Kc|9d|
- mycard:1, range:0.176335
- turn subgame infoset node:4057280
- before update actions:l|1|2|4|n|
- before update actions regrets:0.709375|51.3406|26.9709|134.979|0|
- mycard range:0.176335
- update strategy
- iter:12000
- after update actions regrets:1098.02|2095.65|1944.28|-1154.71|-123768|
- after update actions average regrets:2487.93|4059.04|2845.34|919.434|0|
- AI take action:check, probability:0.241222, regret:1098.02
- total pot:400
- python rec ai action: check
- opp action:check
- total pot:400
- community cards:7h|3c|Kc|9d|5s|
- mycard:1, range:0.0425446
- before update actions:l|1|2|4|n|
- before update actions regrets:70.9653|14.0892|66.9267|62.0187|0|
- mycard range:0.0425446
- update strategy
- iter:12000
- after update actions regrets:-5190.24|451.881|591.068|-2069.84|-25772.9|
- after update actions average regrets:0|3859.11|6406.54|424.677|0|
- AI take action:raise 400, probability:0.599308, regret:591.068
- total pot:800
- python rec ai action: raise 400
- -------------- game: 497 -----------------
- win_money: 200
- players: OpenStackTwo, Bot
- hand: , 6sTd
- board: 7h3cKc9d5s
- action_history: 0:c,1:c/1:r100,0:c/1:c,0:c/1:r400,0:f
- total_win: 42750
- AI position:0
- AI card:9s|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.66043, regret:1412.47
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:800
- python rec ai action: fold
- -------------- game: 498 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 9s5h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 42550
- AI position:1
- AI card:4d|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1365.37|11.0164|512.952|199.176|46.8023|3.55314|1.12958|0|
- after update actions regrets:1365.37|11.0164|512.952|199.176|46.8023|3.55314|1.12958|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.638746, regret:1365.37
- total pot:200
- python rec ai action: check
- community cards:Qc|7c|Kd|
- mycard:1, range:0.638024
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.728|12.9251|0.227127|0.056096|0.0532485|0.0101205|0|0|
- after update actions regrets:200.728|12.9251|0.227127|0.056096|0.0532485|0.0101205|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.728
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qc|7c|Kd|2s|
- mycard:1, range:0.598455
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:16.5424|97.0334|100.315|0.109707|0|
- mycard range:0.598455
- update strategy
- iter:12000
- after update actions regrets:2051.05|1494.54|29.8252|-7416.38|-163217|
- after update actions average regrets:4860.16|4194.28|1013.93|0.649838|0|
- AI take action:raise 100, probability:0.416609, regret:1494.54
- total pot:300
- python rec ai action: raise 100
- -------------- game: 499 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Qd4d
- board: Qc7cKd2s
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 42650
- AI position:0
- AI card:7s|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.202526, regret:433.473
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ad|7c|Qs|
- mycard:0, range:0.202558
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.0992|69.3789|43.0986|6.00793|0.112647|0.136994|0.165765|
- after update actions regrets:0|95.0992|69.3789|43.0986|6.00793|0.112647|0.136994|0.165765|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.446009, regret:95.0992
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Ad|7c|Qs|Kc|
- mycard:0, range:0.0900144
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:40.2861|1.30198|151.258|21.0488|0.105471|
- mycard range:0.0900144
- update strategy
- iter:12000
- after update actions regrets:54848.8|10340.8|28743.8|-198791|-2.73318e+06|
- after update actions average regrets:3952.6|4083.1|2473.18|385.849|0|
- AI take action:raise 600, probability:0.374828, regret:10340.8
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 500 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Qc7s,
- board: Ad7cQsKc
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:r600,1:f
- total_win: 43250
- AI position:1
- AI card:8d|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.875994, regret:1872.71
- total pot:600
- python rec ai action: call
- community cards:9d|9s|Ah|
- mycard:1, range:0.875099
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.56|29.9761|0.271631|0.161541|0.0309154|0|0|0|
- after update actions regrets:183.56|29.9761|0.271631|0.161541|0.0309154|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.863208, regret:183.56
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:94.2897|110|8.83439|0.851767|0.0237093|
- after update actions regrets:94.2897|110|8.83439|0.851767|0.0237093|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.518868, regret:110
- total pot:1800
- python rec ai action: call
- community cards:9d|9s|Ah|Tc|
- mycard:1, range:0.385835
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.467|0.44104|0.0921748|0|0|
- mycard range:0.385835
- update strategy
- iter:12000
- after update actions regrets:1522.69|-30848.3|-92438.7|-144221|-2.02169e+06|
- after update actions average regrets:10694|0|0|0|0|
- AI take action:check, probability:1, regret:1522.69
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:9d|9s|Ah|Tc|Jh|
- mycard:1, range:0.385835
- before update actions:l|1|2|4|n|
- before update actions regrets:133.127|0.800708|65.9955|14.0766|0|
- mycard range:0.385835
- update strategy
- iter:12000
- after update actions regrets:3059.62|3239.29|-9900.51|-639.429|-12480.5|
- after update actions average regrets:6886.06|2002.57|366.858|720.294|194.68|
- AI take action:check, probability:0.677223, regret:3059.62
- total pot:1800
- python rec ai action: check
- -------------- game: 501 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 3s4s, 8dKh
- board: 9d9sAhTcJh
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 44150
- AI position:0
- AI card:6c|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.36|1414.01|608.237|5.1808|0|0.208236|0|0|
- after update actions regrets:0|112.36|1414.01|608.237|5.1808|0|0.208236|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.284245, regret:608.237
- total pot:400
- python rec ai action: raise 300
- -------------- game: 502 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6c6h,
- board:
- action_history: 0:r300,1:f
- total_win: 44250
- AI position:1
- AI card:Qs|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.679757, regret:1454.67
- total pot:400
- python rec ai action: fold
- -------------- game: 503 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qs5h
- board:
- action_history: 0:r300,1:f
- total_win: 44150
- AI position:0
- AI card:3c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.191678, regret:410.642
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5d|8c|Qh|
- mycard:0, range:0.191889
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:13.1075|86.749|106.76|6.86818|0.515194|0|0|0|
- after update actions regrets:13.1075|86.749|106.76|6.86818|0.515194|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.50237, regret:106.76
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:5d|8c|Qh|3d|
- mycard:0, range:0.0957292
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.635|0.110397|0.144301|0.0632908|0.0468523|
- mycard range:0.0957292
- update strategy
- iter:12000
- after update actions regrets:-58122.1|-191468|-113496|36092.3|-686426|
- after update actions average regrets:2401.76|0|0|8499.14|0|
- AI take action:raise 3600, probability:0.779725, regret:36092.3
- total pot:5400
- python rec ai action: raise 3600
- -------------- game: 504 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: 3cKh,
- board: 5d8cQh3d
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r3600,1:f
- total_win: 45050
- AI position:1
- AI card:2s|Ks
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1348.06|9.40623|488.985|210.357|64.4577|17.9817|0.749485|0|
- after update actions regrets:1348.06|9.40623|488.985|210.357|64.4577|17.9817|0.749485|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.631086, regret:1348.06
- total pot:200
- python rec ai action: check
- community cards:5c|Tc|8c|
- mycard:1, range:0.629936
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:152.659|29.9709|25.7483|4.27382|1.34778|0|0|0|
- after update actions regrets:152.659|29.9709|25.7483|4.27382|1.34778|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.720379, regret:152.659
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5c|Tc|8c|7h|
- mycard:1, range:0.449372
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:209.489|4.00417|0|0.506964|0|
- mycard range:0.449372
- update strategy
- iter:12000
- after update actions regrets:832.365|-9747.12|-8141.12|-13099.6|-171403|
- after update actions average regrets:10680.1|0|18.2734|0|0|
- AI take action:check, probability:0.998317, regret:832.365
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:226.183|-4152.82|-5061.82|-6154.82|-34374.8|
- mycard range:0.449372
- update strategy
- iter:12000
- after update actions regrets:226.183|-5954.82|-7577.82|-7994.82|-45747.8|
- after update actions average regrets:20883|0|0|0|0|
- AI take action:fold, probability:1, regret:226.183
- total pot:400
- python rec ai action: fold
- -------------- game: 505 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ks2s
- board: 5cTc8c7h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 44950
- AI position:0
- AI card:3c|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.747777, regret:1598.67
- total pot:150
- python rec ai action: fold
- -------------- game: 506 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 9h3c,
- board:
- action_history: 0:f
- total_win: 44900
- AI position:1
- AI card:3h|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1426.07|9.79565|468.577|185.24|48.4468|1.72282|0.142953|0|
- after update actions regrets:1426.07|9.79565|468.577|185.24|48.4468|1.72282|0.142953|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.667291, regret:1426.07
- total pot:200
- python rec ai action: check
- community cards:4d|Ac|4s|
- mycard:1, range:0.66639
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:157.648|54.8422|1.46553|0|0.0438648|0|0|0|
- after update actions regrets:157.648|54.8422|1.46553|0|0.0438648|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.254717, regret:54.8422
- total pot:300
- python rec ai action: raise 100
- -------------- game: 507 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Qh3h
- board: 4dAc4s
- action_history: 0:c,1:c/1:r100,0:f
- total_win: 45000
- AI position:0
- AI card:Qs|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.110332, regret:236.033
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1521.93|562.871|5.36607|49.8339|0|
- after update actions regrets:1521.93|562.871|5.36607|49.8339|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.711745, regret:1521.93
- total pot:400
- python rec ai action: fold
- -------------- game: 508 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: Qs3h,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 44900
- AI position:1
- AI card:2s|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2105.91|0.358853|24.2998|2.1591|0.282512|6.17437|0.814323|0|
- after update actions regrets:2105.91|0.358853|24.2998|2.1591|0.282512|6.17437|0.814323|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985026, regret:2105.91
- total pot:200
- python rec ai action: check
- community cards:4h|Ts|Jd|
- mycard:1, range:0.984071
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.116|1.3658|0.411763|0.00982333|0.0965047|0|0|0|
- after update actions regrets:212.116|1.3658|0.411763|0.00982333|0.0965047|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.116
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.671|0|0.314727|0.0144131|0|
- after update actions regrets:213.671|0|0.314727|0.0144131|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.671
- total pot:400
- python rec ai action: fold
- -------------- game: 509 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qh2s
- board: 4hTsJd
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 44800
- AI position:0
- AI card:4s|6s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.225912, regret:483.645
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:1.7771|2115.17|23.0518|0|
- after update actions regrets:1.7771|2115.17|23.0518|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.98878, regret:2115.17
- total pot:1800
- python rec ai action: call
- community cards:3s|6d|Js|
- mycard:0, range:0.22338
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|140.652|69.3617|2.8937|0.359965|0.7324|
- after update actions regrets:0|140.652|69.3617|2.8937|0.359965|0.7324|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 4500, probability:0.327014, regret:69.3617
- total pot:8100
- python rec ai action: raise 4500
- opp action:call
- total pot:10800
- community cards:3s|6d|Js|Qc|
- mycard:0, range:0.072402
- turn subgame infoset node:100096
- opp action:check
- total pot:10800
- before update actions:l|1|2|n|
- before update actions regrets:168.704|45.0891|0.08432|0.122815|
- mycard range:0.072402
- update strategy
- iter:12000
- after update actions regrets:218.092|-104.328|-792.528|-867.489|
- after update actions average regrets:10927.1|62.8774|0|0|
- AI take action:check, probability:0.994358, regret:218.092
- total pot:10800
- python rec ai action: check
- community cards:3s|6d|Js|Qc|4h|
- mycard:0, range:0.0719877
- opp action:raise 10800
- total pot:21600
- before update actions:d|l|n|
- before update actions regrets:0.075264|208.574|5.35093|
- mycard range:0.0719877
- update strategy
- iter:12000
- after update actions regrets:-3783.43|37.0726|206.85|
- after update actions average regrets:0|4699.87|6292.71|
- AI take action:allin, probability:0.572468, regret:206.85
- total pot:36200
- python rec ai action: allin
- -------------- game: 510 -----------------
- win_money: 20000
- players: Bot, OpenStackTwo
- hand: 6s4s, JdAd
- board: 3s6dJsQc4h
- action_history: 0:r300,1:r900,0:c/1:r1800,0:r4500,1:c/1:c,0:c/1:r10800,0:r14600,1:c
- total_win: 64800
- AI position:1
- AI card:5c|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.84
- total pot:400
- python rec ai action: fold
- -------------- game: 511 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5cJh
- board:
- action_history: 0:r300,1:f
- total_win: 64700
- AI position:0
- AI card:9s|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.312909, regret:669.864
- total pot:400
- python rec ai action: raise 300
- -------------- game: 512 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9d9s,
- board:
- action_history: 0:r300,1:f
- total_win: 64800
- AI position:1
- AI card:5s|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 513 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9c5s
- board:
- action_history: 0:r300,1:f
- total_win: 64700
- AI position:0
- AI card:Ks|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.679607, regret:1453.56
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4d|8d|Tc|
- mycard:0, range:0.679233
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.259738|137.251|75.7343|0.714961|0.0396126|0|0|0|
- after update actions regrets:0.259738|137.251|75.7343|0.714961|0.0396126|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.353774, regret:75.7343
- total pot:800
- python rec ai action: raise 400
- -------------- game: 514 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ks2d,
- board: 4d8dTc
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 64900
- AI position:1
- AI card:6c|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52
- total pot:400
- python rec ai action: fold
- -------------- game: 515 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6cTd
- board:
- action_history: 0:r300,1:f
- total_win: 64800
- AI position:0
- AI card:5d|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.211413, regret:452.905
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7s|2d|Ks|
- mycard:0, range:0.211638
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:65.8975|109.348|18.941|19.7702|0.0226415|0.0207547|0|0|
- after update actions regrets:65.8975|109.348|18.941|19.7702|0.0226415|0.0207547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.516588, regret:109.348
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:7s|2d|Ks|8c|
- mycard:0, range:0.108141
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:15.6651|2.19883|61.0785|135.058|0|
- mycard range:0.108141
- update strategy
- iter:12000
- after update actions regrets:22009.9|43511.4|14653.3|-13828.7|-2.52519e+06|
- after update actions average regrets:4509.74|2021.85|2090.36|2193.93|0|
- AI take action:raise 2400, probability:0.202811, regret:-13828.7
- total pot:3600
- python rec ai action: raise 2400
- opp action:call
- total pot:6000
- community cards:7s|2d|Ks|8c|Qs|
- mycard:0, range:0.0219357
- opp action:check
- total pot:6000
- before update actions:l|1|2|4|n|
- before update actions regrets:25.4925|47.8459|114.459|4.10073|22.1022|
- mycard range:0.0219357
- update strategy
- iter:12000
- after update actions regrets:3303.83|-262404|-236722|-756831|-1.4542e+06|
- after update actions average regrets:10874|0|0|0|0|
- AI take action:check, probability:1, regret:3303.83
- total pot:6000
- python rec ai action: check
- -------------- game: 516 -----------------
- win_money: -3000
- players: Bot, OpenStackTwo
- hand: 5dJh, Ad8s
- board: 7s2dKs8cQs
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:r2400,1:c/1:c,0:c
- total_win: 61800
- AI position:1
- AI card:3s|4c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 517 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4c3s
- board:
- action_history: 0:r300,1:f
- total_win: 61700
- AI position:0
- AI card:9c|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7s|2h|8s|
- mycard:0, range:0.746393
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:6.34025|128.225|72.1639|7.24467|0|0|0|0.0258478|
- after update actions regrets:6.34025|128.225|72.1639|7.24467|0|0|0|0.0258478|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.338028, regret:72.1639
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:7s|2h|8s|5c|
- mycard:0, range:0.251694
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:3.5272|15.6598|190.469|4.34402|0|
- mycard range:0.251694
- update strategy
- iter:12000
- after update actions regrets:-76982.4|-131762|31155.6|45920.4|-810260|
- after update actions average regrets:2590.35|118.708|5804.72|2322.47|0|
- AI take action:raise 600, probability:0.0108916, regret:-131762
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 518 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 9cQd,
- board: 7s2h8s5c
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:r600,1:f
- total_win: 62300
- AI position:1
- AI card:3s|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.903135, regret:1930.32
- total pot:600
- python rec ai action: call
- community cards:Ad|Ks|6s|
- mycard:1, range:0.902018
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.604|1.64002|0.222606|0.151796|0.0338168|0.224862|0.113395|0.00967523|
- after update actions regrets:211.604|1.64002|0.222606|0.151796|0.0338168|0.224862|0.113395|0.00967523|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.604
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|Ks|6s|Jh|
- mycard:1, range:0.891918
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:146.479|35.0972|32.23|0.135057|0.059047|
- mycard range:0.891918
- update strategy
- iter:12000
- after update actions regrets:6687.16|9447.77|20709.9|4430.81|-1.46895e+06|
- after update actions average regrets:2170.72|3718.74|4079.63|580.57|0|
- AI take action:raise 600, probability:0.386745, regret:20709.9
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 519 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ah3s
- board: AdKs6sJh
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 62600
- AI position:0
- AI card:8c|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.337857, regret:722.452
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qh|Th|Ts|
- mycard:0, range:0.337595
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:155.582|57.1209|1.12516|0.00970126|0.0318155|0.0723701|0.0370677|0.021519|
- after update actions regrets:155.582|57.1209|1.12516|0.00970126|0.0318155|0.0723701|0.0370677|0.021519|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.7277, regret:155.582
- total pot:600
- python rec ai action: check
- community cards:Qh|Th|Ts|6h|
- mycard:0, range:0.245437
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:111.673|102.267|0.0142857|0.045283|0|0|
- mycard range:0.245437
- update strategy
- iter:12000
- after update actions regrets:1205.26|-77232.1|-78162.4|-130698|-147307|-1.303e+06|
- after update actions average regrets:10873|0|0|0|0|0|
- AI take action:fold, probability:1, regret:1205.26
- total pot:1200
- python rec ai action: fold
- -------------- game: 520 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Ad8c,
- board: QhThTs6h
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 62300
- AI position:1
- AI card:3s|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 521 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s5d
- board:
- action_history: 0:r300,1:f
- total_win: 62200
- AI position:0
- AI card:2c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.582592, regret:1245.54
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kd|2h|As|
- mycard:0, range:0.582029
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.77|0.10628|0.0194478|0.0385515|0.0318713|0.0342105|0|0|
- after update actions regrets:213.77|0.10628|0.0194478|0.0385515|0.0318713|0.0342105|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.77
- total pot:400
- python rec ai action: check
- community cards:Kd|2h|As|Kh|
- mycard:0, range:0.581402
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:87.2947|126.597|0.107766|0|0|
- mycard range:0.581402
- update strategy
- iter:12000
- after update actions regrets:-12604.7|12241.6|-24103.9|-243872|-5.67818e+06|
- after update actions average regrets:2541.22|8049.9|296.205|0|0|
- AI take action:raise 200, probability:0.73939, regret:12241.6
- total pot:600
- python rec ai action: raise 200
- -------------- game: 522 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2cQh,
- board: Kd2hAsKh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 62400
- AI position:1
- AI card:8c|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.912962, regret:1951.76
- total pot:600
- python rec ai action: call
- community cards:Jc|4h|8h|
- mycard:1, range:0.912037
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.015|38.0748|4.34163|0.241394|0.287754|0.0264355|0.0131341|0|
- after update actions regrets:171.015|38.0748|4.34163|0.241394|0.287754|0.0264355|0.0131341|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.802817, regret:171.015
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.268242|172.146|2.78987|38.4145|0.381248|
- after update actions regrets:0.268242|172.146|2.78987|38.4145|0.381248|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.811321, regret:172.146
- total pot:1800
- python rec ai action: call
- community cards:Jc|4h|8h|Ts|
- mycard:1, range:0.586295
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.448|0.332339|0.219299|0|0|
- mycard range:0.586295
- update strategy
- iter:12000
- after update actions regrets:7792.97|-1400.15|-17636.3|-11053.5|-472328|
- after update actions average regrets:9842.74|792.26|28.9306|0|0|
- AI take action:check, probability:0.923091, regret:7792.97
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:-1905.45|6026.85|-5559.93|-3489.01|-62743.1|
- mycard range:0.586295
- update strategy
- iter:12000
- after update actions regrets:-15533.9|6241.43|-18900.4|-10009.4|-114944|
- after update actions average regrets:2877.18|18530|0|36.1242|0|
- AI take action:call, probability:0.864151, regret:6241.43
- total pot:5400
- python rec ai action: call
- community cards:Jc|4h|8h|Ts|Js|
- mycard:1, range:0.467626
- before update actions:l|1|2|4|n|
- before update actions regrets:213.951|0.00673317|0.042394|0|0|
- mycard range:0.467626
- update strategy
- iter:12000
- after update actions regrets:763.505|-80382.4|-194653|-369245|-524922|
- after update actions average regrets:10484|0|0|0|0|
- AI take action:check, probability:1, regret:763.505
- total pot:5400
- python rec ai action: check
- opp action:allin
- total pot:22700
- before update actions:d|l|
- before update actions regrets:7746.36|-8597.69|
- mycard range:0.467626
- update strategy
- iter:12000
- after update actions regrets:7746.36|-22413.7|
- after update actions average regrets:20354.1|1104.98|
- AI take action:fold, probability:0.948551, regret:7746.36
- total pot:22700
- python rec ai action: fold
- -------------- game: 523 -----------------
- win_money: -2700
- players: OpenStackTwo, Bot
- hand: , 8cQh
- board: Jc4h8hTsJs
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:c/1:c,0:r17300,1:f
- total_win: 59700
- AI position:0
- AI card:6s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.282975, regret:605.97
- total pot:400
- python rec ai action: raise 300
- -------------- game: 524 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6s4h,
- board:
- action_history: 0:r300,1:f
- total_win: 59800
- AI position:1
- AI card:Ac|4d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1592.44|9.57699|413.34|98.7948|18.8751|4.21433|2.7611|0|
- after update actions regrets:1592.44|9.57699|413.34|98.7948|18.8751|4.21433|2.7611|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.193352, regret:413.34
- total pot:400
- python rec ai action: raise 300
- -------------- game: 525 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 4dAc
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 59900
- AI position:0
- AI card:4s|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54
- total pot:300
- python rec ai action: raise 200
- -------------- game: 526 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qh4s,
- board:
- action_history: 0:r200,1:f
- total_win: 60000
- AI position:1
- AI card:Qd|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.940626, regret:2012.68
- total pot:400
- python rec ai action: fold
- -------------- game: 527 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4hQd
- board:
- action_history: 0:r300,1:f
- total_win: 59900
- AI position:0
- AI card:6d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Td|Qd|5h|
- mycard:0, range:0.770323
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.707|19.5358|1.48993|0.0990181|0.168576|0|0|0|
- after update actions regrets:192.707|19.5358|1.48993|0.0990181|0.168576|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.90566, regret:192.707
- total pot:400
- python rec ai action: check
- community cards:Td|Qd|5h|Tc|
- mycard:0, range:0.693674
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.621|0.221233|0.102243|0.0559802|0|
- mycard range:0.693674
- update strategy
- iter:12000
- after update actions regrets:4427.01|-124831|-127036|-168125|-4.60394e+06|
- after update actions average regrets:10826|0|0|0|0|
- AI take action:check, probability:1, regret:4427.01
- total pot:400
- python rec ai action: check
- community cards:Td|Qd|5h|Tc|Th|
- mycard:0, range:0.693674
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:140.694|63.9439|5.03112|4.07643|0.254454|0|
- mycard range:0.693674
- update strategy
- iter:12000
- after update actions regrets:6410.44|6041.69|-10652.2|-48004.2|-17184|-400814|
- after update actions average regrets:6063.43|4648.75|0|0|0|0|
- AI take action:call, probability:0.433946, regret:6041.69
- total pot:1200
- python rec ai action: call
- -------------- game: 528 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Kh6d, 5c8s
- board: TdQd5hTcTh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 59300
- AI position:1
- AI card:Qc|9d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1303.83|10.616|560.487|190.822|50.4865|23.1704|0.591279|0|
- after update actions regrets:1303.83|10.616|560.487|190.822|50.4865|23.1704|0.591279|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.610019, regret:1303.83
- total pot:200
- python rec ai action: check
- community cards:3c|8c|Tc|
- mycard:1, range:0.609265
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.689|9.44268|1.11448|0.726834|0.0273995|0|0|0|
- after update actions regrets:202.689|9.44268|1.11448|0.726834|0.0273995|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.689
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3c|8c|Tc|As|
- mycard:1, range:0.577061
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:211.916|1.97611|0.083629|0.0239526|0|
- mycard range:0.577061
- update strategy
- iter:12000
- after update actions regrets:5067.67|-295.273|-728.166|-2327.23|-88772.2|
- after update actions average regrets:6307.25|1661.67|1155.05|1045.71|0|
- AI take action:raise 400, probability:0.102773, regret:-2327.23
- total pot:600
- python rec ai action: raise 400
- -------------- game: 529 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9dQc
- board: 3c8cTcAs
- action_history: 0:c,1:c/1:c,0:c/1:r400,0:f
- total_win: 59400
- AI position:0
- AI card:Jd|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.27209, regret:582.273
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qh|8d|As|
- mycard:0, range:0.27209
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:80.8405|25.8971|106.948|0.127552|0.14384|0|0|0.0429752|
- after update actions regrets:80.8405|25.8971|106.948|0.127552|0.14384|0|0|0.0429752|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.50237, regret:106.948
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 530 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Jd3h,
- board: Qh8dAs
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 59700
- AI position:1
- AI card:7s|Jc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.822649, regret:1758.5
- total pot:200
- python rec ai action: check
- community cards:Qs|Jh|4h|
- mycard:1, range:0.821729
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.826|5.07607|0.0604316|0.0236757|0.0109086|0.00307907|0|0|
- after update actions regrets:208.826|5.07607|0.0604316|0.0236757|0.0109086|0.00307907|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976526, regret:208.826
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qs|Jh|4h|Qd|
- mycard:1, range:0.801861
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:68.4886|107.032|37.8089|0.670356|0|
- mycard range:0.801861
- update strategy
- iter:12000
- after update actions regrets:1992.62|1818.17|1188.94|-2389.19|-208537|
- after update actions average regrets:3786.07|3797.89|2690.34|32.9325|0|
- AI take action:raise 100, probability:0.368462, regret:1818.17
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Qs|Jh|4h|Qd|4s|
- mycard:1, range:0.295461
- before update actions:l|1|2|4|n|
- before update actions regrets:152.313|1.62984|60.0571|0|0|
- mycard range:0.295461
- update strategy
- iter:12000
- after update actions regrets:-846.919|1280.4|-10383.2|-26423.2|-109292|
- after update actions average regrets:1202.01|9211.66|0|0|0|
- AI take action:raise 200, probability:0.884567, regret:1280.4
- total pot:600
- python rec ai action: raise 200
- -------------- game: 531 -----------------
- win_money: 400
- players: OpenStackTwo, Bot
- hand: 8cAh, Jc7s
- board: QsJh4hQd4s
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:r200,0:c
- total_win: 60100
- AI position:0
- AI card:6s|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.720898, regret:1542.2
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3c|7s|8s|
- mycard:0, range:0.720654
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.568|0.578983|0.528492|0.0335102|0.290667|0|0|0|
- after update actions regrets:212.568|0.578983|0.528492|0.0335102|0.290667|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.568
- total pot:400
- python rec ai action: check
- community cards:3c|7s|8s|Ac|
- mycard:0, range:0.715833
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:107.375|15.3096|91.08|0.23542|0|
- mycard range:0.715833
- update strategy
- iter:12000
- after update actions regrets:19884.9|-16133.2|5437.56|-44090.3|-3.49558e+06|
- after update actions average regrets:10242.7|199.493|510.193|0|0|
- AI take action:check, probability:0.935257, regret:19884.9
- total pot:400
- python rec ai action: check
- community cards:3c|7s|8s|Ac|2d|
- mycard:0, range:0.669449
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.305786|85.3569|101.172|27.1649|0|
- mycard range:0.669449
- update strategy
- iter:12000
- after update actions regrets:-492219|10423.5|5376.33|-16843.7|-1.05648e+06|
- after update actions average regrets:0|4440.27|4409.03|2018.1|0|
- AI take action:raise 200, probability:0.408576, regret:10423.5
- total pot:600
- python rec ai action: raise 200
- -------------- game: 532 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 6s9c, 3dJs
- board: 3c7s8sAc2d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 59700
- AI position:1
- AI card:2s|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0215356, regret:46.6133
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3c|8h|9s|
- mycard:1, range:0.0217819
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:62.1943|23.8457|119.447|4.77517|1.54751|2.19014|0|0|
- after update actions regrets:62.1943|23.8457|119.447|4.77517|1.54751|2.19014|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.293839, regret:62.1943
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3c|8h|9s|Jh|
- mycard:1, range:0.00633042
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.00633042
- update strategy
- iter:12000
- after update actions regrets:297.704|-4448.3|-10848.3|-21681.3|-263691|
- after update actions average regrets:10687|0|0|0|0|
- AI take action:check, probability:1, regret:297.704
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3c|8h|9s|Jh|7c|
- mycard:1, range:0.00633042
- before update actions:l|1|2|4|n|
- before update actions regrets:0.1|196.493|3.77355|13.6334|0|
- mycard range:0.00633042
- update strategy
- iter:12000
- after update actions regrets:710.296|521.689|456.97|-2687.17|-47341.8|
- after update actions average regrets:7425.25|1563.71|1701.17|0|0|
- AI take action:check, probability:0.694639, regret:710.296
- total pot:600
- python rec ai action: check
- -------------- game: 533 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 6sAh, 2s5d
- board: 3c8h9sJh7c
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 59400
- AI position:0
- AI card:2s|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.371|1132.22|848.627|10.7387|0.0415372|0|0|0|
- after update actions regrets:0|148.371|1132.22|848.627|10.7387|0.0415372|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.529467, regret:1132.22
- total pot:300
- python rec ai action: raise 200
- -------------- game: 534 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 2c2s,
- board:
- action_history: 0:r200,1:f
- total_win: 59500
- AI position:1
- AI card:Tc|Kc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:434.443|18.5815|1065.58|441.077|141.483|38.8394|0|0|
- after update actions regrets:434.443|18.5815|1065.58|441.077|141.483|38.8394|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.498362, regret:1065.58
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:2h|8c|2c|
- mycard:1, range:0.497933
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:133.738|71.4122|8.55103|0.268875|0.0290749|0|0|0.000464812|
- after update actions regrets:133.738|71.4122|8.55103|0.268875|0.0290749|0|0|0.000464812|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.334906, regret:71.4122
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:2h|8c|2c|Qh|
- mycard:1, range:0.166161
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:209.933|1.24675|2.82035|0|0|
- mycard range:0.166161
- update strategy
- iter:12000
- after update actions regrets:1304.77|3969.09|4995.66|3301.84|-70075.2|
- after update actions average regrets:2370.87|2621.94|3831.8|1609.52|0|
- AI take action:raise 1200, probability:0.367271, regret:4995.66
- total pot:2400
- python rec ai action: raise 1200
- opp action:call
- total pot:3600
- community cards:2h|8c|2c|Qh|9c|
- mycard:1, range:0.0610204
- before update actions:l|1|2|4|n|
- before update actions regrets:1.27055|100.386|41.2752|70.7609|0.307365|
- mycard range:0.0610204
- update strategy
- iter:12000
- after update actions regrets:2303.55|9047.67|857.556|-6621.96|-27193.4|
- after update actions average regrets:2490.65|6824.29|907.734|46.4256|1.81543|
- AI take action:check, probability:0.242501, regret:2303.55
- total pot:3600
- python rec ai action: check
- -------------- game: 535 -----------------
- win_money: 1800
- players: OpenStackTwo, Bot
- hand: Ah8s, TcKc
- board: 2h8c2cQh9c
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:r1200,0:c/1:c,0:c
- total_win: 61300
- AI position:0
- AI card:Qh|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|44.6501|1332.07|749.384|13.8971|0|0|0|0|
- after update actions regrets:0|44.6501|1332.07|749.384|13.8971|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623012, regret:1332.07
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1894.48|245.523|0|
- after update actions regrets:0|1894.48|245.523|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.88546, regret:1894.48
- total pot:1200
- python rec ai action: call
- community cards:3c|Jh|7c|
- mycard:0, range:0.551047
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:158.463|54.6927|0.831549|0.0108357|0|0|0.00184136|
- after update actions regrets:158.463|54.6927|0.831549|0.0108357|0|0|0.00184136|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.745283, regret:158.463
- total pot:2400
- python rec ai action: fold
- -------------- game: 536 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: KhQh,
- board: 3cJh7c
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 60700
- AI position:1
- AI card:Js|As
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:32.5308|16.1108|1106.63|591.083|230.981|160.966|1.39155|0.303585|
- after update actions regrets:32.5308|16.1108|1106.63|591.083|230.981|160.966|1.39155|0.303585|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.51779, regret:1106.63
- total pot:400
- python rec ai action: raise 300
- -------------- game: 537 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , AsJs
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 60800
- AI position:0
- AI card:Ac|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.175398, regret:375.441
- total pot:400
- python rec ai action: raise 300
- -------------- game: 538 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3dAc,
- board:
- action_history: 0:r300,1:f
- total_win: 60900
- AI position:1
- AI card:2c|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:555.104|14.136|981.547|483.864|104.655|0.694289|0|0|
- after update actions regrets:555.104|14.136|981.547|483.864|104.655|0.694289|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.459055, regret:981.547
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5h|7c|3s|
- mycard:1, range:0.458667
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.066|46.3135|0.57547|0.00570963|0.0388861|0|0|0|
- after update actions regrets:167.066|46.3135|0.57547|0.00570963|0.0388861|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.784038, regret:167.066
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.637|0.114956|0.201571|0.0461188|0|
- after update actions regrets:213.637|0.114956|0.201571|0.0461188|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.637
- total pot:1200
- python rec ai action: fold
- -------------- game: 539 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 2h2c
- board: 5h7c3s
- action_history: 0:c,1:r300,0:c/1:c,0:r600,1:f
- total_win: 60600
- AI position:0
- AI card:7d|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.715154, regret:1529.43
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:659.536|1444.51|35.9554|0|
- after update actions regrets:659.536|1444.51|35.9554|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.675398, regret:1444.51
- total pot:1200
- python rec ai action: call
- community cards:Qs|9h|6d|
- mycard:0, range:0.482417
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:0.0778477|130.946|82.9038|0|0.033|0.0169524|0.0225238|
- after update actions regrets:0.0778477|130.946|82.9038|0|0.033|0.0169524|0.0225238|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:call, probability:0.613208, regret:130.946
- total pot:3600
- python rec ai action: call
- community cards:Qs|9h|6d|5d|
- mycard:0, range:0.29519
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.175|0.824635|0|0|0|
- mycard range:0.29519
- update strategy
- iter:12000
- after update actions regrets:73.1584|230.808|-63.0169|-357.017|-1972.02|
- after update actions average regrets:6021.86|4805.6|0.258672|0|0|
- AI take action:raise 1800, probability:0.443839, regret:230.808
- total pot:5400
- python rec ai action: raise 1800
- opp action:call
- total pot:7200
- community cards:Qs|9h|6d|5d|4d|
- mycard:0, range:0.131012
- opp action:check
- total pot:7200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.131012
- update strategy
- iter:12000
- after update actions regrets:225.804|-73.1961|-27.1961|-287.196|-459.196|
- after update actions average regrets:10281.3|118.237|160.934|171.478|0|
- AI take action:check, probability:0.958155, regret:225.804
- total pot:7200
- python rec ai action: check
- -------------- game: 540 -----------------
- win_money: -3600
- players: Bot, OpenStackTwo
- hand: 7d6h, KcKs
- board: Qs9h6d5d4d
- action_history: 0:r200,1:r600,0:c/1:r1200,0:c/1:c,0:r1800,1:c/1:c,0:c
- total_win: 57000
- AI position:1
- AI card:2s|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.822264, regret:1758.86
- total pot:600
- python rec ai action: call
- community cards:3h|Ts|9c|
- mycard:1, range:0.821898
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.887|15.4036|1.50793|0.0618247|0.00484189|0.022446|0.0325591|0.079911|
- after update actions regrets:196.887|15.4036|1.50793|0.0618247|0.00484189|0.022446|0.0325591|0.079911|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.887
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|Ts|9c|5d|
- mycard:1, range:0.756173
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:159.495|54.0059|0.259767|0.239201|0|
- mycard range:0.756173
- update strategy
- iter:12000
- after update actions regrets:14906.3|-11076.2|2131.08|9847.06|-1.1795e+06|
- after update actions average regrets:9267.77|181.922|393.684|804.607|0|
- AI take action:check, probability:0.87055, regret:14906.3
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:1893.8|6501.54|-13192.6|-12008.2|-134108|
- mycard range:0.756173
- update strategy
- iter:12000
- after update actions regrets:-6598.39|7678.35|-15356.8|-19599.4|-195815|
- after update actions average regrets:2330.43|18871.2|0|338.501|0|
- AI take action:call, probability:0.876132, regret:7678.35
- total pot:1800
- python rec ai action: call
- community cards:3h|Ts|9c|5d|9s|
- mycard:1, range:0.576607
- before update actions:l|1|2|4|n|
- before update actions regrets:213.939|0.036935|0.0238994|0|0|
- mycard range:0.576607
- update strategy
- iter:12000
- after update actions regrets:554.356|-87805.5|-56578.6|-64357.6|-318049|
- after update actions average regrets:10748|0|0|0|0|
- AI take action:check, probability:1, regret:554.356
- total pot:1800
- python rec ai action: check
- -------------- game: 541 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: 6sTd, Ad2s
- board: 3hTs9c5d9s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 56100
- AI position:0
- AI card:4c|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.585788, regret:1253.42
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|Tc|Ad|
- mycard:0, range:0.585709
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:157.077|20.488|27.4758|8.87789|0.081521|0|0|0|
- after update actions regrets:157.077|20.488|27.4758|8.87789|0.081521|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.0943396, regret:20.488
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8d|Tc|Ad|Th|
- mycard:0, range:0.0560749
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.757|0.0518346|0.122841|0.0685505|0|
- mycard range:0.0560749
- update strategy
- iter:12000
- after update actions regrets:5125.39|-151643|-109716|-263351|-2.48304e+06|
- after update actions average regrets:10938|0|0|0|0|
- AI take action:check, probability:1, regret:5125.39
- total pot:800
- python rec ai action: check
- community cards:8d|Tc|Ad|Th|Ah|
- mycard:0, range:0.0560749
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.827|0|0.173053|0|0|0|
- mycard range:0.0560749
- update strategy
- iter:12000
- after update actions regrets:1471.83|-171051|-28753.8|-87019|-247207|-1.76985e+06|
- after update actions average regrets:10741|0|0|0|0|0|
- AI take action:fold, probability:1, regret:1471.83
- total pot:1600
- python rec ai action: fold
- -------------- game: 542 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 4c4d,
- board: 8dTcAdThAh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:f
- total_win: 55700
- AI position:1
- AI card:8d|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9
- total pot:600
- python rec ai action: call
- community cards:8c|3h|7c|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.879|31.4884|8.26244|0.198977|0.0532173|0.0359279|0.0822899|0|
- after update actions regrets:173.879|31.4884|8.26244|0.198977|0.0532173|0.0359279|0.0822899|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.146226, regret:31.4884
- total pot:900
- python rec ai action: raise 300
- -------------- game: 543 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9h8d
- board: 8c3h7c
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 56000
- AI position:0
- AI card:2h|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.986|1472.93|535.908|3.17576|0|0|0|0|
- after update actions regrets:0|127.986|1472.93|535.908|3.17576|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.93
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:874.263|1250.04|15.6945|0|
- after update actions regrets:874.263|1250.04|15.6945|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.584385, regret:1250.04
- total pot:1200
- python rec ai action: call
- community cards:3h|8c|2s|
- mycard:0, range:0.402049
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:0.430483|213.297|0.244933|0|0|0|0.0279361|
- after update actions regrets:0.430483|213.297|0.244933|0|0|0|0.0279361|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:call, probability:1, regret:213.297
- total pot:3600
- python rec ai action: call
- community cards:3h|8c|2s|8s|
- mycard:0, range:0.400728
- turn subgame infoset node:562080
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:128.473|85.4565|0.0222611|0.0018479|0.0464108|
- mycard range:0.400728
- update strategy
- iter:12000
- after update actions regrets:133.276|70.2599|39.8257|36.8053|12.8498|
- after update actions average regrets:4805.19|2486.04|1278.74|1377.57|716.914|
- AI take action:fold, probability:0.450666, regret:133.276
- total pot:7200
- python rec ai action: fold
- -------------- game: 544 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: Th2h,
- board: 3h8c2s8s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:c/1:r3600,0:f
- total_win: 54200
- AI position:1
- AI card:6s|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.838167, regret:1792.89
- total pot:400
- python rec ai action: fold
- -------------- game: 545 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9h6s
- board:
- action_history: 0:r300,1:f
- total_win: 54100
- AI position:0
- AI card:Js|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2139.63|0|0.370461|0|
- after update actions regrets:2139.63|0|0.370461|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2139.63
- total pot:800
- python rec ai action: fold
- -------------- game: 546 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Js6d,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 53900
- AI position:1
- AI card:4d|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:274.585|1535.2|0.226976|0.688461|299.961|29.3383|0|0|0|
- after update actions regrets:274.585|1535.2|0.226976|0.688461|299.961|29.3383|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.718297, regret:1535.2
- total pot:600
- python rec ai action: call
- community cards:Ks|3s|Qc|
- mycard:1, range:0.717383
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.761|0.115113|0.110789|0.0135371|0|0|0|0|
- after update actions regrets:213.761|0.115113|0.110789|0.0135371|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.761
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|3s|Qc|5h|
- mycard:1, range:0.71658
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.697|0.287862|0|0.0152034|0|
- mycard range:0.71658
- update strategy
- iter:12000
- after update actions regrets:9122.95|-18904.5|-9712.75|-87013.7|-766894|
- after update actions average regrets:10109.1|374.805|6.46072|0|0|
- AI take action:check, probability:0.963772, regret:9122.95
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|3s|Qc|5h|4h|
- mycard:1, range:0.690537
- before update actions:l|1|2|4|n|
- before update actions regrets:213.273|0.674595|0.0521028|0|0|
- mycard range:0.690537
- update strategy
- iter:12000
- after update actions regrets:5757.3|-5552.3|-40574.9|-54327|-730420|
- after update actions average regrets:9380.02|1015.95|0|0|0|
- AI take action:raise 300, probability:0.0976431, regret:-5552.3
- total pot:900
- python rec ai action: raise 300
- -------------- game: 547 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: 8cAs, 4d8d
- board: Ks3sQc5h4h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 54500
- AI position:0
- AI card:As|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623772, regret:1333.97
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|4c|4d|
- mycard:0, range:0.623348
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.813|25.1467|0.0403183|0|0|0|0|0|
- after update actions regrets:188.813|25.1467|0.0403183|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.882629, regret:188.813
- total pot:400
- python rec ai action: check
- community cards:2d|4c|4d|Qd|
- mycard:0, range:0.549982
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:135.781|78.1437|0.0751957|0|0|0|
- mycard range:0.549982
- update strategy
- iter:12000
- after update actions regrets:4365.18|-25300.5|-31033.5|-48164.6|-98272.6|-1.12261e+06|
- after update actions average regrets:10766|0|0|0|0|0|
- AI take action:fold, probability:1, regret:4365.18
- total pot:800
- python rec ai action: fold
- -------------- game: 548 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: As8h,
- board: 2d4c4dQd
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 54300
- AI position:1
- AI card:9s|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 549 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c9s
- board:
- action_history: 0:r300,1:f
- total_win: 54200
- AI position:0
- AI card:6s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77
- total pot:150
- python rec ai action: fold
- -------------- game: 550 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d6s,
- board:
- action_history: 0:f
- total_win: 54150
- AI position:1
- AI card:7c|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.832475, regret:1779.9
- total pot:600
- python rec ai action: call
- community cards:As|6c|Ah|
- mycard:1, range:0.831728
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:177.199|33.7369|2.72267|0.333641|0.00786933|0|0|0|
- after update actions regrets:177.199|33.7369|2.72267|0.333641|0.00786933|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.834906, regret:177.199
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:As|6c|Ah|Ks|
- mycard:1, range:0.688698
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:2.14281|209.741|1.74896|0.366808|0|
- mycard range:0.688698
- update strategy
- iter:12000
- after update actions regrets:8647.74|13192.3|7218.02|9822.97|-309976|
- after update actions average regrets:4137.32|4417.08|669.431|1282.68|0|
- AI take action:check, probability:0.393812, regret:8647.74
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:As|6c|Ah|Ks|2d|
- mycard:1, range:0.2712
- before update actions:l|1|2|4|n|
- before update actions regrets:142.987|33.7283|35.8033|1.48134|0|
- mycard range:0.2712
- update strategy
- iter:12000
- after update actions regrets:-5983.44|2698.3|4124.37|5411.05|-98737.4|
- after update actions average regrets:2106.76|3886.86|3959.51|468.017|0|
- AI take action:check, probability:0.202131, regret:-5983.44
- total pot:600
- python rec ai action: check
- -------------- game: 551 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 5cQd, 7c8h
- board: As6cAhKs2d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 53850
- AI position:0
- AI card:8c|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.355005, regret:759.606
- total pot:400
- python rec ai action: raise 300
- -------------- game: 552 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ac8c,
- board:
- action_history: 0:r300,1:f
- total_win: 53950
- AI position:1
- AI card:Qc|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.119326, regret:255.107
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 553 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Qc9d
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 54250
- AI position:0
- AI card:Ks|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.207671, regret:444.414
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Jh|9s|4d|
- mycard:0, range:0.20767
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:165.176|40.3608|4.39195|4.05641|0.0148809|0|0|0|
- after update actions regrets:165.176|40.3608|4.39195|4.05641|0.0148809|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.774648, regret:165.176
- total pot:600
- python rec ai action: check
- community cards:Jh|9s|4d|5c|
- mycard:0, range:0.16029
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:85.9945|17.4966|110.509|0|0|
- mycard range:0.16029
- update strategy
- iter:12000
- after update actions regrets:17246|-24764.5|14747.5|15513|-1.91944e+06|
- after update actions average regrets:6590.8|355.335|1932.81|1954.5|0|
- AI take action:check, probability:0.608439, regret:17246
- total pot:600
- python rec ai action: check
- community cards:Jh|9s|4d|5c|3s|
- mycard:0, range:0.0975166
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.0975166
- update strategy
- iter:12000
- after update actions regrets:5969.01|-24010|-11997|-28188|-13052|-93994|
- after update actions average regrets:9655.7|0|193.992|899.123|52.8601|0|
- AI take action:fold, probability:0.894064, regret:5969.01
- total pot:1200
- python rec ai action: fold
- -------------- game: 554 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 7cKs,
- board: Jh9s4d5c3s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:f
- total_win: 53950
- AI position:1
- AI card:Js|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805335, regret:1721.24
- total pot:600
- python rec ai action: call
- community cards:3d|9d|5s|
- mycard:1, range:0.804318
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:203.822|9.24346|0.401375|0.461509|0.04019|0.0312558|0|0|
- after update actions regrets:203.822|9.24346|0.401375|0.461509|0.04019|0.0312558|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.957547, regret:203.822
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.044|0.125251|0.578977|0.220825|0.0310775|
- after update actions regrets:213.044|0.125251|0.578977|0.220825|0.0310775|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.044
- total pot:1200
- python rec ai action: fold
- -------------- game: 555 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , JsTh
- board: 3d9d5s
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 53650
- AI position:0
- AI card:4s|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.569691, regret:1218.34
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|2s|8h|
- mycard:0, range:0.569316
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:12.8516|192.714|8.14995|0.0743314|0.00572489|0.0864436|0.0426887|0.0755276|
- after update actions regrets:12.8516|192.714|8.14995|0.0743314|0.00572489|0.0864436|0.0426887|0.0755276|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.0566038, regret:12.8516
- total pot:400
- python rec ai action: check
- community cards:7c|2s|8h|5s|
- mycard:0, range:0.03419
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:147.495|1.21272|65.2927|0|0|
- mycard range:0.03419
- update strategy
- iter:12000
- after update actions regrets:-40031.5|-49625.7|15372.3|-23275|-3.06623e+06|
- after update actions average regrets:181.963|1280.58|9514.32|0|0|
- AI take action:check, probability:0.016492, regret:-40031.5
- total pot:400
- python rec ai action: check
- community cards:7c|2s|8h|5s|8d|
- mycard:0, range:0.000566765
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|63.1073|150.637|0.256|0|
- mycard range:0.000566765
- update strategy
- iter:12000
- after update actions regrets:-621022|47779.4|80544|-91894.4|-967397|
- after update actions average regrets:0|8259.06|2041.28|509.762|158.162|
- AI take action:allin, probability:0.0144069, regret:-967397
- total pot:20200
- python rec ai action: allin
- -------------- game: 556 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8c4s,
- board: 7c2s8h5s8d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r19800,1:f
- total_win: 53850
- AI position:1
- AI card:Qs|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1141.4|13.1002|637.645|255.672|67.3168|24.8657|0|0|
- after update actions regrets:1141.4|13.1002|637.645|255.672|67.3168|24.8657|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.533926, regret:1141.4
- total pot:200
- python rec ai action: check
- community cards:Ac|4c|8d|
- mycard:1, range:0.533365
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.946|1.01126|0.0424981|0|0|0|0|0|
- after update actions regrets:212.946|1.01126|0.0424981|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.946
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.906|0.0461065|0|0.0480082|0|
- after update actions regrets:213.906|0.0461065|0|0.0480082|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.906
- total pot:400
- python rec ai action: fold
- -------------- game: 557 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , QsTh
- board: Ac4c8d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 53750
- AI position:0
- AI card:Ts|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.739354, regret:1580.8
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4s|7s|9h|
- mycard:0, range:0.73869
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:76.5095|66.0715|37.9192|30.1927|3.08317|0.22393|0|0|
- after update actions regrets:76.5095|66.0715|37.9192|30.1927|3.08317|0.22393|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.358491, regret:76.5095
- total pot:400
- python rec ai action: check
- community cards:4s|7s|9h|Qh|
- mycard:0, range:0.264097
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|8.56854|205.395|0.0359788|0|
- mycard range:0.264097
- update strategy
- iter:12000
- after update actions regrets:23265|27176.5|-7162.64|-36109|-2.3729e+06|
- after update actions average regrets:2935.28|4048.18|2090.69|1696.86|0|
- AI take action:check, probability:0.272542, regret:23265
- total pot:400
- python rec ai action: check
- community cards:4s|7s|9h|Qh|8c|
- mycard:0, range:0.0719708
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0378571|0.341303|213.512|0.108969|0|
- mycard range:0.0719708
- update strategy
- iter:12000
- after update actions regrets:-213184|4442.01|11787.2|718.775|-1.49017e+06|
- after update actions average regrets:0|1839.08|3018.54|5970.71|0|
- AI take action:raise 800, probability:0.551399, regret:718.775
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 558 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: TsQc,
- board: 4s7s9hQh8c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 53950
- AI position:1
- AI card:Qd|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.374357, regret:800.02
- total pot:600
- python rec ai action: call
- community cards:3c|7c|6s|
- mycard:1, range:0.373841
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:78.4163|111.368|22.0912|2.09592|0.0288967|0|0|0|
- after update actions regrets:78.4163|111.368|22.0912|2.09592|0.0288967|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.521127, regret:111.368
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:3c|7c|6s|Ah|
- mycard:1, range:0.194551
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:38.5684|172.701|2.2508|0.480217|0|
- mycard range:0.194551
- update strategy
- iter:12000
- after update actions regrets:9756.42|-46460.5|-59041.9|-110103|-1.60254e+06|
- after update actions average regrets:10290.1|1.28554|137.743|0|0|
- AI take action:check, probability:0.986766, regret:9756.42
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:3c|7c|6s|Ah|Td|
- mycard:1, range:0.191957
- before update actions:l|1|2|4|n|
- before update actions regrets:213.915|0.0476959|0.0373778|0|0|
- mycard range:0.191957
- update strategy
- iter:12000
- after update actions regrets:3554.72|-35118.1|-67387.2|-95156.2|-359721|
- after update actions average regrets:10132|0|0|0|0|
- AI take action:check, probability:1, regret:3554.72
- total pot:1200
- python rec ai action: check
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|n|
- before update actions regrets:2303.79|-4748.55|-15847.8|-16334.8|-104733|
- mycard range:0.191957
- update strategy
- iter:12000
- after update actions regrets:2303.79|-35676.6|-48785.8|-60700.8|-209316|
- after update actions average regrets:19389.9|693.317|0|0|0|
- AI take action:fold, probability:0.965491, regret:2303.79
- total pot:2400
- python rec ai action: fold
- -------------- game: 559 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , KhQd
- board: 3c7c6sAhTd
- action_history: 0:r300,1:c/1:r300,0:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 53350
- AI position:0
- AI card:2c|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.214586, regret:459.055
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Js|3h|8d|
- mycard:0, range:0.214512
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:9.19844|98.8942|88.9522|16.2768|0.678398|0|0|0|
- after update actions regrets:9.19844|98.8942|88.9522|16.2768|0.678398|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.464455, regret:98.8942
- total pot:900
- python rec ai action: raise 300
- -------------- game: 560 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 2cTd,
- board: Js3h8d
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 53650
- AI position:1
- AI card:Ts|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52
- total pot:400
- python rec ai action: fold
- -------------- game: 561 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ts6h
- board:
- action_history: 0:r300,1:f
- total_win: 53550
- AI position:0
- AI card:8s|9s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|139.97|1347.52|638.737|13.1279|0.646325|0|0|0|
- after update actions regrets:0|139.97|1347.52|638.737|13.1279|0.646325|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.630323, regret:1347.52
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|7s|Ac|
- mycard:0, range:0.629681
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.604|0.699344|0.449273|0|0.101569|0.0347039|0.0276934|0.0837067|
- after update actions regrets:212.604|0.699344|0.449273|0|0.101569|0.0347039|0.0276934|0.0837067|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.604
- total pot:400
- python rec ai action: check
- community cards:8d|7s|Ac|9c|
- mycard:0, range:0.625573
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.00580247|213.421|0.381775|0.113546|0.0680997|0.0101235|
- mycard range:0.625573
- update strategy
- iter:12000
- after update actions regrets:-356158|22106|11133|-18226.3|-80557.3|-985261|
- after update actions average regrets:0|6899.82|3994.98|7.33143|0|0|
- AI take action:raise 1000, probability:0.366422, regret:11133
- total pot:1800
- python rec ai action: raise 1000
- -------------- game: 562 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 8s9s,
- board: 8d7sAc9c
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:r1000,1:f
- total_win: 54150
- AI position:1
- AI card:Kd|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:940.116|12.9862|747.933|271.128|89.3522|78.3514|0.133437|0|
- after update actions regrets:940.116|12.9862|747.933|271.128|89.3522|78.3514|0.133437|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.349555, regret:747.933
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8d|4h|Qs|
- mycard:1, range:0.349501
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.841|1.24767|0.352799|0.51197|0.0464842|0|0|0|
- after update actions regrets:211.841|1.24767|0.352799|0.51197|0.0464842|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.841
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8d|4h|Qs|Jc|
- mycard:1, range:0.345975
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.782|0.993754|0.224473|0|0|
- mycard range:0.345975
- update strategy
- iter:12000
- after update actions regrets:1811.75|2169.96|2481.19|-26.0333|-157450|
- after update actions average regrets:4307.02|3373.64|2182|576.202|0|
- AI take action:raise 300, probability:0.323146, regret:2169.96
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:8d|4h|Qs|Jc|5h|
- mycard:1, range:0.111813
- before update actions:l|1|2|4|n|
- before update actions regrets:211.292|2.22514|0.383136|0.1|0|
- mycard range:0.111813
- update strategy
- iter:12000
- after update actions regrets:290.764|-3250.3|-4965.14|-14436.4|-59707.5|
- after update actions average regrets:10194|0|0|0|0|
- AI take action:check, probability:1, regret:290.764
- total pot:1200
- python rec ai action: check
- -------------- game: 563 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: 8hKs, ThKd
- board: 8d4hQsJc5h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 53550
- AI position:0
- AI card:Js|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.761459, regret:1628.49
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3d|3s|Kh|
- mycard:0, range:0.760976
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.016|0.41366|0.735772|0.648694|0.185638|0|0|0|
- after update actions regrets:212.016|0.41366|0.735772|0.648694|0.185638|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.016
- total pot:400
- python rec ai action: check
- community cards:3d|3s|Kh|4d|
- mycard:0, range:0.753922
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:43.6706|28.5249|138.76|3.04476|0|
- mycard range:0.753922
- update strategy
- iter:12000
- after update actions regrets:4935.13|-34147|-39157.8|-94506.5|-4.90764e+06|
- after update actions average regrets:10622.2|246.726|63.5761|0|0|
- AI take action:raise 200, probability:0.0225048, regret:-34147
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:3d|3s|Kh|4d|Qd|
- mycard:0, range:0.0170146
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.302|0|0.1|0.597892|0|
- mycard range:0.0170146
- update strategy
- iter:12000
- after update actions regrets:7780.48|-8549.82|-23300.7|-35349.2|-764369|
- after update actions average regrets:10581.1|0|286.969|0|0|
- AI take action:check, probability:0.973682, regret:7780.48
- total pot:800
- python rec ai action: check
- -------------- game: 564 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: Js9c, 8sJh
- board: 3d3sKh4dQd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 53550
- AI position:1
- AI card:Qs|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:832.078|1307.92|0|0|0|0|0|0|0|
- after update actions regrets:832.078|1307.92|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.388967, regret:832.078
- total pot:400
- python rec ai action: fold
- -------------- game: 565 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qs7h
- board:
- action_history: 0:r300,1:f
- total_win: 53450
- AI position:0
- AI card:7d|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.862|1409.66|592.086|7.14904|0.239729|0|0|0|
- after update actions regrets:0|130.862|1409.66|592.086|7.14904|0.239729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.659027, regret:1409.66
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1857.72|282.279|0|
- after update actions regrets:0|1857.72|282.279|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.868163, regret:1857.72
- total pot:1200
- python rec ai action: call
- community cards:3d|8h|8c|
- mycard:0, range:0.571832
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:119.315|67.2319|4.78079|22.6631|0|0.00913108|0|
- after update actions regrets:119.315|67.2319|4.78079|22.6631|0|0.00913108|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.561321, regret:119.315
- total pot:1200
- python rec ai action: check
- community cards:3d|8h|8c|9h|
- mycard:0, range:0.318823
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.825|0.146792|0.0287037|0|0|
- mycard range:0.318823
- update strategy
- iter:12000
- after update actions regrets:234.749|-315.929|-586.047|-832.076|-24011.1|
- after update actions average regrets:9823.37|520.232|151.466|0.235313|0|
- AI take action:check, probability:0.936059, regret:234.749
- total pot:1200
- python rec ai action: check
- community cards:3d|8h|8c|9h|Qs|
- mycard:0, range:0.298412
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.298412
- update strategy
- iter:12000
- after update actions regrets:214.005|-779.995|-104.995|-242.995|-438.995|-571.995|
- after update actions average regrets:10721|0|0|0|0|0|
- AI take action:fold, probability:1, regret:214.005
- total pot:2400
- python rec ai action: fold
- -------------- game: 566 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 7dKd,
- board: 3d8h8c9hQs
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:c,0:c/1:r1200,0:f
- total_win: 52850
- AI position:1
- AI card:Jc|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 567 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jc3h
- board:
- action_history: 0:r300,1:f
- total_win: 52750
- AI position:0
- AI card:4c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.63377, regret:1355.93
- total pot:300
- python rec ai action: raise 200
- -------------- game: 568 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6d4c,
- board:
- action_history: 0:r200,1:f
- total_win: 52850
- AI position:1
- AI card:Qs|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.02
- total pot:400
- python rec ai action: fold
- -------------- game: 569 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3hQs
- board:
- action_history: 0:r300,1:f
- total_win: 52750
- AI position:0
- AI card:7c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.225912, regret:483.231
- total pot:400
- python rec ai action: raise 300
- -------------- game: 570 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7c6d,
- board:
- action_history: 0:r300,1:f
- total_win: 52850
- AI position:1
- AI card:4h|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:19.0089|1875.42|1.84288|5.43794|229.664|8.62519|0|0|0|
- after update actions regrets:19.0089|1875.42|1.84288|5.43794|229.664|8.62519|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.877398, regret:1875.42
- total pot:600
- python rec ai action: call
- community cards:Jc|4d|5h|
- mycard:1, range:0.876365
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.851|0.469903|0.294124|0.15708|0.00718072|0|0|0.220825|
- after update actions regrets:212.851|0.469903|0.294124|0.15708|0.00718072|0|0|0.220825|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.851
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:143.544|70.2708|0.002513|0.144824|0.0383223|
- after update actions regrets:143.544|70.2708|0.002513|0.144824|0.0383223|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.328638, regret:70.2708
- total pot:1800
- python rec ai action: call
- community cards:Jc|4d|5h|2h|
- mycard:1, range:0.286225
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.515|0.324884|0.0977266|0.00533982|0.0572934|
- mycard range:0.286225
- update strategy
- iter:12000
- after update actions regrets:10224.1|1045.87|-32333.4|-59469.4|-431904|
- after update actions average regrets:9306.67|1222.76|0|0|0|
- AI take action:check, probability:0.883929, regret:10224.1
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Jc|4d|5h|2h|Qd|
- mycard:1, range:0.252986
- before update actions:l|1|2|4|n|
- before update actions regrets:88.1535|72.5538|36.2967|16.9961|0|
- mycard range:0.252986
- update strategy
- iter:12000
- after update actions regrets:3686.13|-6586.47|-12866.7|1689.97|-42898|
- after update actions average regrets:9953.02|205.741|0|156.833|0|
- AI take action:check, probability:0.964999, regret:3686.13
- total pot:1800
- python rec ai action: check
- -------------- game: 571 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 6dTc, Qh4h
- board: Jc4d5h2hQd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 53750
- AI position:0
- AI card:3d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.733988, regret:1570.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4c|6s|4d|
- mycard:0, range:0.733733
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.069|0.616238|0.36532|7.59931|0.342376|0.00810127|0|0|
- after update actions regrets:205.069|0.616238|0.36532|7.59931|0.342376|0.00810127|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.069
- total pot:400
- python rec ai action: check
- community cards:4c|6s|4d|Ks|
- mycard:0, range:0.703111
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|212.068|1.50503|0.426997|0|0|
- mycard range:0.703111
- update strategy
- iter:12000
- after update actions regrets:-165998|12492.2|-38446.4|-48469.5|-125541|-2.11257e+06|
- after update actions average regrets:0|10527.4|120.293|13.3018|0|0|
- AI take action:call, probability:0.987523, regret:12492.2
- total pot:1200
- python rec ai action: call
- community cards:4c|6s|4d|Ks|9d|
- mycard:0, range:0.6943
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:6.81293|199.34|7.67133|0.175732|0|
- mycard range:0.6943
- update strategy
- iter:12000
- after update actions regrets:2570.66|10979.2|-13961.5|-61226|-614770|
- after update actions average regrets:2464.6|6097.7|2081.03|0|0|
- AI take action:raise 600, probability:0.572919, regret:10979.2
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 572 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 3dKh,
- board: 4c6s4dKs9d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:r600,1:f
- total_win: 54350
- AI position:1
- AI card:7s|4d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1836.41|2.81726|188.793|35.9971|29.2535|46.4675|0.265892|0|
- after update actions regrets:1836.41|2.81726|188.793|35.9971|29.2535|46.4675|0.265892|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.859551, regret:1836.41
- total pot:200
- python rec ai action: check
- community cards:7d|Qh|Kd|
- mycard:1, range:0.858133
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.107|17.9819|2.72133|1.08031|0.045169|0.0642984|0|0|
- after update actions regrets:192.107|17.9819|2.72133|1.08031|0.045169|0.0642984|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.90566, regret:192.107
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7d|Qh|Kd|8d|
- mycard:1, range:0.770343
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:124.617|89.1624|0.19397|0.0269133|0|
- mycard range:0.770343
- update strategy
- iter:12000
- after update actions regrets:1335.66|-881.791|-3392.76|-6610.93|-198052|
- after update actions average regrets:10099.6|506.608|20.8206|0|0|
- AI take action:check, probability:0.950494, regret:1335.66
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7d|Qh|Kd|8d|Jh|
- mycard:1, range:0.732111
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.732111
- update strategy
- iter:12000
- after update actions regrets:2022.44|-5010.56|-12384.6|-13700.6|-31677.6|
- after update actions average regrets:9499.89|828.143|38.075|0.607638|0|
- AI take action:check, probability:0.91645, regret:2022.44
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:364.404|288.918|-1139.98|-939.14|-5458.2|
- mycard range:0.732111
- update strategy
- iter:12000
- after update actions regrets:419.957|377.471|-1872.43|-549.587|-13941.6|
- after update actions average regrets:10381.2|9855.39|65.1943|351.754|0|
- AI take action:call, probability:0.477193, regret:377.471
- total pot:600
- python rec ai action: call
- -------------- game: 573 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 9cJd, 4d7s
- board: 7dQhKd8dJh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 54050
- AI position:0
- AI card:5c|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|156.374|1513.53|457.807|11.9691|0.322523|0|0|0|
- after update actions regrets:0|156.374|1513.53|457.807|11.9691|0.322523|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708002, regret:1513.53
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|8d|Tc|
- mycard:0, range:0.707256
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.619|0.194361|0|0.186777|0|0|0|0|
- after update actions regrets:213.619|0.194361|0|0.186777|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.619
- total pot:400
- python rec ai action: check
- community cards:3h|8d|Tc|Ac|
- mycard:0, range:0.705996
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:200.14|1.04065|12.1873|0.631771|0|
- mycard range:0.705996
- update strategy
- iter:12000
- after update actions regrets:28084.1|428.953|36725.1|19264.5|-1.98655e+06|
- after update actions average regrets:5063.8|662.338|3754.93|1223.75|0|
- AI take action:raise 800, probability:0.114278, regret:19264.5
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 574 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5c7c,
- board: 3h8dTcAc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 54250
- AI position:1
- AI card:4s|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.441328, regret:944.307
- total pot:600
- python rec ai action: call
- community cards:2s|9s|3d|
- mycard:1, range:0.441265
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.65|5.45445|0.270259|0.615813|0.00921203|0|0|0|
- after update actions regrets:207.65|5.45445|0.270259|0.615813|0.00921203|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976415, regret:207.65
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2s|9s|3d|3c|
- mycard:1, range:0.428172
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.206|0.793535|0|0|0|
- mycard range:0.428172
- update strategy
- iter:12000
- after update actions regrets:4972.96|-13669.5|-25386.2|-103814|-2.06015e+06|
- after update actions average regrets:10514|0|0|0|0|
- AI take action:check, probability:1, regret:4972.96
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2s|9s|3d|3c|5s|
- mycard:1, range:0.428172
- before update actions:l|1|2|4|n|
- before update actions regrets:213.93|0.0162591|0.0144641|0.0391834|0|
- mycard range:0.428172
- update strategy
- iter:12000
- after update actions regrets:2359.7|-9152.22|-32.2174|-2002.19|-85131.2|
- after update actions average regrets:9154.27|0|1302.36|0|0|
- AI take action:check, probability:0.875478, regret:2359.7
- total pot:600
- python rec ai action: check
- -------------- game: 575 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: ThKh, 4sKd
- board: 2s9s3d3c5s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 53950
- AI position:0
- AI card:6c|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.704258, regret:1505.92
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2h|9c|7c|
- mycard:0, range:0.7037
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.11|36.237|21.2035|2.34581|0.0700611|0.0151544|0.00365854|0.0146341|
- after update actions regrets:154.11|36.237|21.2035|2.34581|0.0700611|0.0151544|0.00365854|0.0146341|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.723005, regret:154.11
- total pot:400
- python rec ai action: check
- community cards:2h|9c|7c|5d|
- mycard:0, range:0.506763
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|68.1413|136.005|9.85323|0|
- mycard range:0.506763
- update strategy
- iter:12000
- after update actions regrets:-37919.7|24540.4|43762.3|61460.1|-341456|
- after update actions average regrets:366.748|2056.45|2975.95|5052.54|0|
- AI take action:raise 800, probability:0.483491, regret:61460.1
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 576 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6c8d,
- board: 2h9c7c5d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 54150
- AI position:1
- AI card:Js|3c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 577 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Js3c
- board:
- action_history: 0:r300,1:f
- total_win: 54050
- AI position:0
- AI card:Td|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738541, regret:1579.33
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|2c|Ah|
- mycard:0, range:0.738003
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.932165|189.075|21.819|1.94789|0.178496|0.0346751|0.0124814|0|
- after update actions regrets:0.932165|189.075|21.819|1.94789|0.178496|0.0346751|0.0124814|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.895735, regret:189.075
- total pot:600
- python rec ai action: raise 200
- -------------- game: 578 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Td8h,
- board: 2s2cAh
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 54250
- AI position:1
- AI card:9d|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.21002|1404.14|4.25927|14.611|674.59|36.7949|0.194422|0|0.201424|
- after update actions regrets:5.21002|1404.14|4.25927|14.611|674.59|36.7949|0.194422|0|0.201424|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.315395, regret:674.59
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 579 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Kd9d
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 54550
- AI position:0
- AI card:As|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623772, regret:1333.97
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|3c|Js|
- mycard:0, range:0.623348
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:98.9458|63.1018|45.0111|6.51539|0.425962|0|0|0|
- after update actions regrets:98.9458|63.1018|45.0111|6.51539|0.425962|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.212264, regret:45.0111
- total pot:800
- python rec ai action: raise 400
- -------------- game: 580 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8hAs,
- board: 9s3cJs
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 54750
- AI position:1
- AI card:7s|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.671816, regret:1435.5
- total pot:200
- python rec ai action: check
- community cards:8d|4c|2d|
- mycard:1, range:0.670793
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.617|0.412739|0.567617|0.340588|0.0618951|0|0|0|
- after update actions regrets:212.617|0.412739|0.567617|0.340588|0.0618951|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.617
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8d|4c|2d|5s|
- mycard:1, range:0.666458
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:27.6991|144.345|28.3211|13.6345|0|
- mycard range:0.666458
- update strategy
- iter:12000
- after update actions regrets:1869.04|280.691|-2625.33|-6700.02|-263825|
- after update actions average regrets:9841.9|435.351|0|0|0|
- AI take action:check, probability:0.957668, regret:1869.04
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:492.724|-1562.07|-1729.51|-3781.44|-53651.8|
- mycard range:0.666458
- update strategy
- iter:12000
- after update actions regrets:492.724|-3801.07|-3732.51|-5731.44|-83548.8|
- after update actions average regrets:20558.2|1.79504|535.009|0|0|
- AI take action:fold, probability:0.97459, regret:492.724
- total pot:400
- python rec ai action: fold
- -------------- game: 581 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7sKh
- board: 8d4c2d5s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 54650
- AI position:0
- AI card:Jd|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.655285, regret:1401.67
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7d|Ks|5c|
- mycard:0, range:0.654985
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.227|6.69008|2.88845|0.046078|0|0|0.0353612|0.113332|
- after update actions regrets:204.227|6.69008|2.88845|0.046078|0|0|0.0353612|0.113332|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.227
- total pot:400
- python rec ai action: check
- community cards:7d|Ks|5c|8c|
- mycard:0, range:0.625072
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0139276|213.931|0.0322125|0.0228412|0|0|
- mycard range:0.625072
- update strategy
- iter:12000
- after update actions regrets:11900.3|21306.2|-5841.69|-33794.7|-60266.7|-1.45443e+06|
- after update actions average regrets:2541.22|6348.86|1553.69|163.247|9.91362|0|
- AI take action:call, probability:0.598078, regret:21306.2
- total pot:1200
- python rec ai action: call
- community cards:7d|Ks|5c|8c|4d|
- mycard:0, range:0.37379
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:84.2367|129.757|0.00606061|0|0|0|
- mycard range:0.37379
- update strategy
- iter:12000
- after update actions regrets:6478.15|-10044.3|-551674|-1.09782e+06|-2.18909e+06|-5.52382e+06|
- after update actions average regrets:8142.96|2612.08|0|0|0|0|
- AI take action:fold, probability:0.757114, regret:6478.15
- total pot:2400
- python rec ai action: fold
- -------------- game: 582 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: JhJd,
- board: 7dKs5c8c4d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:r1200,0:f
- total_win: 54050
- AI position:1
- AI card:5c|Jc
- -------------- game: 583 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 5cJc
- board:
- action_history: 0:f
- total_win: 54100
- AI position:0
- AI card:2c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.513336, regret:1097.39
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|7d|7c|
- mycard:0, range:0.512798
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:16.6554|162.238|26.996|7.34282|0.76739|0|0|0|
- after update actions regrets:16.6554|162.238|26.996|7.34282|0.76739|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.767773, regret:162.238
- total pot:600
- python rec ai action: raise 200
- -------------- game: 584 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2cJd,
- board: 8h7d7c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 54300
- AI position:1
- AI card:2s|As
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1069.88|12.8841|682.866|277.988|81.5522|11.9014|1.00863|1.92246|
- after update actions regrets:1069.88|12.8841|682.866|277.988|81.5522|11.9014|1.00863|1.92246|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.319588, regret:682.866
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3s|2d|4c|
- mycard:1, range:0.319096
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.211|30.3012|0.131273|0.183692|0.173044|0|0|0|
- after update actions regrets:183.211|30.3012|0.131273|0.183692|0.173044|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.859155, regret:183.211
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:196.035|16.9545|0.425149|0.582668|0.00270645|
- after update actions regrets:196.035|16.9545|0.425149|0.582668|0.00270645|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.924528, regret:196.035
- total pot:1200
- python rec ai action: fold
- -------------- game: 585 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 2sAs
- board: 3s2d4c
- action_history: 0:c,1:r300,0:c/1:c,0:r600,1:f
- total_win: 54000
- AI position:0
- AI card:7s|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|Qc|Js|
- mycard:0, range:0.751911
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:149.946|63.1703|0.670796|0.0461761|0.0940977|0.0390604|0|0.0335326|
- after update actions regrets:149.946|63.1703|0.670796|0.0461761|0.0940977|0.0390604|0|0.0335326|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.29717, regret:63.1703
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ks|Qc|Js|6h|
- mycard:0, range:0.221955
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:3.03296|51.7371|159.085|0.1158|0.0286988|
- mycard range:0.221955
- update strategy
- iter:12000
- after update actions regrets:-19429.7|36142|42964.5|-15134|-3.17135e+06|
- after update actions average regrets:3125.59|4460.74|3122.42|117.197|0|
- AI take action:check, probability:0.28871, regret:-19429.7
- total pot:800
- python rec ai action: check
- community cards:Ks|Qc|Js|6h|Qh|
- mycard:0, range:0.0640815
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0642105|88.7841|125.074|0.0775082|0|
- mycard range:0.0640815
- update strategy
- iter:12000
- after update actions regrets:-556820|-20348.7|16120.6|3684.57|-3.4544e+06|
- after update actions average regrets:0|0|7071.93|3817.86|0|
- AI take action:raise 800, probability:0.813977, regret:16120.6
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 586 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 7sKh,
- board: KsQcJs6hQh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 54400
- AI position:1
- AI card:Qs|8d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1510.24|8.75477|464.675|109.12|21.6679|25.4342|0.105905|0|
- after update actions regrets:1510.24|8.75477|464.675|109.12|21.6679|25.4342|0.105905|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.706598, regret:1510.24
- total pot:200
- python rec ai action: check
- community cards:8h|Qc|Tc|
- mycard:1, range:0.705721
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:137.142|59.268|15.8137|1.26943|0.388811|0.0855323|0.0163948|0.0164112|
- after update actions regrets:137.142|59.268|15.8137|1.26943|0.388811|0.0855323|0.0163948|0.0164112|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.646226, regret:137.142
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8h|Qc|Tc|4c|
- mycard:1, range:0.452261
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:33.1997|123.983|13.5002|43.3172|0|
- mycard range:0.452261
- update strategy
- iter:12000
- after update actions regrets:4992.61|4648.39|3418.91|2362.73|-206561|
- after update actions average regrets:3249.34|2746.39|2287.15|1963.98|0|
- AI take action:raise 100, probability:0.268033, regret:4648.39
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:8h|Qc|Tc|4c|Jc|
- mycard:1, range:0.121216
- before update actions:l|1|2|4|n|
- before update actions regrets:213.984|0.0156618|0|0|0|
- mycard range:0.121216
- update strategy
- iter:12000
- after update actions regrets:219.704|-10467.3|-22015.3|-29784.3|-127081|
- after update actions average regrets:10595|0|0|0|0|
- AI take action:check, probability:1, regret:219.704
- total pot:400
- python rec ai action: check
- -------------- game: 587 -----------------
- win_money: 200
- players: OpenStackTwo, Bot
- hand: 2hTh, Qs8d
- board: 8hQcTc4cJc
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:c,0:c
- total_win: 54600
- AI position:0
- AI card:Qc|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.172043, regret:368.244
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2131.53|0.261124|8.20725|0|
- after update actions regrets:2131.53|0.261124|8.20725|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.99626, regret:2131.53
- total pot:1200
- python rec ai action: fold
- -------------- game: 588 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 6dQc,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 54300
- AI position:1
- AI card:As|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.590824, regret:1262.76
- total pot:600
- python rec ai action: call
- community cards:Ac|Jc|Kd|
- mycard:1, range:0.590076
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:165.306|42.8953|2.79671|1.70764|0.46534|0.39147|0.301294|0.136693|
- after update actions regrets:165.306|42.8953|2.79671|1.70764|0.46534|0.39147|0.301294|0.136693|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.785714, regret:165.306
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|Jc|Kd|7d|
- mycard:1, range:0.455807
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:6.32448|60.8713|132.47|14.3346|0|
- mycard range:0.455807
- update strategy
- iter:12000
- after update actions regrets:11335.6|20735.1|13517.6|-8576.39|-559920|
- after update actions average regrets:3701.27|3905.16|2567.04|164.917|29.9766|
- AI take action:raise 300, probability:0.376712, regret:20735.1
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Ac|Jc|Kd|7d|8c|
- mycard:1, range:0.171676
- before update actions:l|1|2|4|n|
- before update actions regrets:12.0636|131.852|70.0435|0.0408224|0|
- mycard range:0.171676
- update strategy
- iter:12000
- after update actions regrets:-30882.8|4532.94|-88466.9|-126251|-1.98767e+06|
- after update actions average regrets:32.7462|10424.4|0|0|0|
- AI take action:raise 600, probability:0.99694, regret:4532.94
- total pot:1800
- python rec ai action: raise 600
- opp action:raise 3000
- total pot:4800
- before update actions:d|l|2|n|
- before update actions regrets:2834.03|-4210.28|-106195|-130951|
- mycard range:0.171676
- update strategy
- iter:12000
- after update actions regrets:4265.29|-4747.02|-224345|-272903|
- after update actions average regrets:20486.7|434.809|0|0|
- AI take action:fold, probability:0.979254, regret:4265.29
- total pot:4800
- python rec ai action: fold
- -------------- game: 589 -----------------
- win_money: -1200
- players: OpenStackTwo, Bot
- hand: , AsTh
- board: AcJcKd7d8c
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:r3000,1:f
- total_win: 53100
- AI position:0
- AI card:Ks|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.404584, regret:865.762
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9c|Jc|9d|
- mycard:0, range:0.404562
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:77.4026|128.415|2.71502|1.52233|3.75861|0|0.0458057|0.140725|
- after update actions regrets:77.4026|128.415|2.71502|1.52233|3.75861|0|0.0458057|0.140725|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.606635, regret:128.415
- total pot:1800
- python rec ai action: call
- community cards:9c|Jc|9d|3d|
- mycard:0, range:0.242765
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:203.472|3.86353|6.61416|0|0.0507495|
- mycard range:0.242765
- update strategy
- iter:12000
- after update actions regrets:224.569|-929.039|-878.289|-2459.9|-13546.9|
- after update actions average regrets:10914|0|0|0|0|
- AI take action:check, probability:1, regret:224.569
- total pot:1800
- python rec ai action: check
- community cards:9c|Jc|9d|3d|7h|
- mycard:0, range:0.242765
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.717|0.213108|0.0514514|0.0180288|0|
- mycard range:0.242765
- update strategy
- iter:12000
- after update actions regrets:213.717|-414.787|-630.949|-1808.98|-18484|
- after update actions average regrets:10897|0|0|0|0|
- AI take action:check, probability:1, regret:213.717
- total pot:1800
- python rec ai action: check
- -------------- game: 590 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: KsAd, 4h2h
- board: 9cJc9d3d7h
- action_history: 0:r300,1:c/1:r600,0:c/1:c,0:c/1:c,0:c
- total_win: 54000
- AI position:1
- AI card:3s|9s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1201.29|938.447|0.0815596|0.165659|0.0211861|0|0|0|0|
- after update actions regrets:1201.29|938.447|0.0815596|0.165659|0.0211861|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.561477, regret:1201.29
- total pot:400
- python rec ai action: fold
- -------------- game: 591 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s9s
- board:
- action_history: 0:r300,1:f
- total_win: 53900
- AI position:0
- AI card:As|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.61956, regret:1324.49
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|4|2136|0|
- after update actions regrets:0|4|2136|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.998131, regret:2136
- total pot:2400
- python rec ai action: raise 1800
- -------------- game: 592 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: AsAc,
- board:
- action_history: 0:r200,1:r600,0:r1800,1:f
- total_win: 54500
- AI position:1
- AI card:3h|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1637.04|7.53952|339.241|108.545|34.0206|13.197|0.420674|0|
- after update actions regrets:1637.04|7.53952|339.241|108.545|34.0206|13.197|0.420674|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.765669, regret:1637.04
- total pot:200
- python rec ai action: check
- community cards:Kd|Ks|8s|
- mycard:1, range:0.76497
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.457|7.88165|13.0095|0.650154|0.00204517|0|0|0|
- after update actions regrets:192.457|7.88165|13.0095|0.650154|0.00204517|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.90566, regret:192.457
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|Ks|8s|6h|
- mycard:1, range:0.687961
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.705|0.28864|0.00606256|0|0|
- mycard range:0.687961
- update strategy
- iter:12000
- after update actions regrets:876.26|276.843|-309.44|434.554|-53336.4|
- after update actions average regrets:8432.31|376.057|0.0739012|975.257|0|
- AI take action:check, probability:0.861903, regret:876.26
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|Ks|8s|6h|Ad|
- mycard:1, range:0.592935
- before update actions:l|1|2|4|n|
- before update actions regrets:213.967|0.0331017|0|0|0|
- mycard range:0.592935
- update strategy
- iter:12000
- after update actions regrets:281.304|-7009.63|-9362.66|-8948.66|-20830.7|
- after update actions average regrets:9937|0|0|0|0|
- AI take action:check, probability:1, regret:281.304
- total pot:200
- python rec ai action: check
- -------------- game: 593 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: 3dQd, 3hJh
- board: KdKs8s6hAd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 54400
- AI position:0
- AI card:5s|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.248831, regret:532.184
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ad|As|7c|
- mycard:0, range:0.248684
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.7962|41.5313|126.874|34.5673|9.22034|0.010723|0|0|
- after update actions regrets:1.7962|41.5313|126.874|34.5673|9.22034|0.010723|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.597156, regret:126.874
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 594 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 9c5s,
- board: AdAs7c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 54700
- AI position:1
- AI card:2s|Js
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1475.2|5.41409|396.434|178.271|50.6129|34.0722|0|0|
- after update actions regrets:1475.2|5.41409|396.434|178.271|50.6129|34.0722|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.689897, regret:1475.2
- total pot:200
- python rec ai action: check
- community cards:Tc|6d|6h|
- mycard:1, range:0.689344
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:179.611|23.0458|9.60006|1.47721|0.265781|0|0|0|
- after update actions regrets:179.611|23.0458|9.60006|1.47721|0.265781|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.84434, regret:179.611
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Tc|6d|6h|6s|
- mycard:1, range:0.578569
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:136.319|67.0524|7.29|3.33831|0|
- mycard range:0.578569
- update strategy
- iter:12000
- after update actions regrets:1691.17|2542.9|1466.14|-1203.81|-60564.2|
- after update actions average regrets:4615.92|3650.98|1896.01|319.95|0|
- AI take action:raise 100, probability:0.348282, regret:2542.9
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Tc|6d|6h|6s|Ks|
- mycard:1, range:0.201505
- before update actions:l|1|2|4|n|
- before update actions regrets:212.491|0.247916|0.591629|0.669678|0|
- mycard range:0.201505
- update strategy
- iter:12000
- after update actions regrets:1925.66|397.452|711.795|-2952.41|2615.92|
- after update actions average regrets:4381.23|1669.01|3232.19|604.579|680.843|
- AI take action:check, probability:0.414632, regret:1925.66
- total pot:400
- python rec ai action: check
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|n|
- before update actions regrets:215.562|-4311.44|-11077.4|-15702.4|-3047.44|
- mycard range:0.201505
- update strategy
- iter:12000
- after update actions regrets:215.562|-6281.44|-16729.4|-23614.4|-7327.44|
- after update actions average regrets:21632|0|0|0|0|
- AI take action:fold, probability:1, regret:215.562
- total pot:800
- python rec ai action: fold
- -------------- game: 595 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: , Js2s
- board: Tc6d6h6sKs
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:c,0:r400,1:f
- total_win: 54500
- AI position:0
- AI card:Ks|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.233287, regret:499.576
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|1668.94|471.059|0|
- after update actions regrets:0|1668.94|471.059|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.779804, regret:1668.94
- total pot:1800
- python rec ai action: call
- community cards:As|4d|7c|
- mycard:0, range:0.18206
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:47.1873|154.489|0.89912|11.3848|0.0395722|0|0|
- after update actions regrets:47.1873|154.489|0.89912|11.3848|0.0395722|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.726415, regret:154.489
- total pot:2700
- python rec ai action: raise 900
- opp action:call
- total pot:3600
- community cards:As|4d|7c|2s|
- mycard:0, range:0.131431
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:179.534|2.94451|1.57646|29.945|0|
- mycard range:0.131431
- update strategy
- iter:12000
- after update actions regrets:502.491|-595.098|-830.466|-2053.1|-14311|
- after update actions average regrets:9815.73|0|599.692|419.768|0|
- AI take action:check, probability:0.906028, regret:502.491
- total pot:3600
- python rec ai action: check
- community cards:As|4d|7c|2s|6c|
- mycard:0, range:0.119065
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.119065
- update strategy
- iter:12000
- after update actions regrets:244.891|-81.1086|-667.109|-2416.11|-9038.11|
- after update actions average regrets:10152.1|0|690.43|0|0|
- AI take action:check, probability:0.936359, regret:244.891
- total pot:3600
- python rec ai action: check
- -------------- game: 596 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: Ks9h, 6dKd
- board: As4d7c2s6c
- action_history: 0:r300,1:r900,0:c/1:c,0:r900,1:c/1:c,0:c/1:c,0:c
- total_win: 52700
- AI position:1
- AI card:Ts|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:54.4781|22.6762|1174.11|466.126|157.035|253.197|7.73792|4.63598|
- after update actions regrets:54.4781|22.6762|1174.11|466.126|157.035|253.197|7.73792|4.63598|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.11839, regret:253.197
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 597 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , TsTh
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 52800
- AI position:0
- AI card:3s|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.543499, regret:1162.78
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6s|Kd|9s|
- mycard:0, range:0.543355
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.203|17.38|8.22836|5.09529|0.0548002|0.00604468|0|0.0322273|
- after update actions regrets:183.203|17.38|8.22836|5.09529|0.0548002|0.00604468|0|0.0322273|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.859155, regret:183.203
- total pot:400
- python rec ai action: check
- community cards:6s|Kd|9s|4d|
- mycard:0, range:0.465161
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.067|0.737853|0.195292|0|0|
- mycard range:0.465161
- update strategy
- iter:12000
- after update actions regrets:19174.4|-4601.88|-882.425|-25083.6|-3.38507e+06|
- after update actions average regrets:7578.52|1867.46|1174.45|350.869|0|
- AI take action:raise 200, probability:0.170207, regret:-4601.88
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:6s|Kd|9s|4d|Qs|
- mycard:0, range:0.0791767
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.648515|69.5618|97.3219|46.4678|0|
- mycard range:0.0791767
- update strategy
- iter:12000
- after update actions regrets:-112690|-70849.5|-26707.7|8456.4|-723064|
- after update actions average regrets:126.711|0.114388|63.286|10774.1|0|
- AI take action:raise 1600, probability:0.98276, regret:8456.4
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 598 -----------------
- win_money: -2000
- players: Bot, OpenStackTwo
- hand: Th3s, 8hKs
- board: 6sKd9s4dQs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r1600,1:c
- total_win: 50800
- AI position:1
- AI card:5s|9s
- -------------- game: 599 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9s5s
- board:
- action_history: 0:f
- total_win: 50850
- AI position:0
- AI card:6c|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0420757, regret:90.1106
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:7s|Jc|7d|
- mycard:0, range:0.0421077
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:116.083|97.4314|0.269489|0.144644|0.0562716|0.0151331|0|0|
- after update actions regrets:116.083|97.4314|0.269489|0.144644|0.0562716|0.0151331|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.455399, regret:97.4314
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:7s|Jc|7d|3h|
- mycard:0, range:0.0191711
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.814|0|0|0.185784|0|
- mycard range:0.0191711
- update strategy
- iter:12000
- after update actions regrets:10549.2|-689.641|-28504.6|-121104|-1.68993e+06|
- after update actions average regrets:7608.8|3066.42|127.527|69.2337|0|
- AI take action:check, probability:0.699908, regret:10549.2
- total pot:400
- python rec ai action: check
- community cards:7s|Jc|7d|3h|4c|
- mycard:0, range:0.013417
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.849|0|0.151232|0|0|
- mycard range:0.013417
- update strategy
- iter:12000
- after update actions regrets:2003.12|-10013.7|-15839.6|-33149.7|-538353|
- after update actions average regrets:10786.2|35.5819|0|0|0|
- AI take action:check, probability:0.996766, regret:2003.12
- total pot:400
- python rec ai action: check
- -------------- game: 600 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6cKd, Kh8c
- board: 7sJc7d3h4c
- action_history: 0:c,1:c/1:c,0:r100,1:c/1:c,0:c/1:c,0:c
- total_win: 50650
- AI position:1
- AI card:3s|7d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2080.26|0.0369223|15.509|3.33738|3.66267|36.1969|0.995877|0|
- after update actions regrets:2080.26|0.0369223|15.509|3.33738|3.66267|36.1969|0.995877|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.973327, regret:2080.26
- total pot:200
- python rec ai action: check
- community cards:8s|Td|Js|
- mycard:1, range:0.972085
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.992|8.01918|0.788949|0.199842|0|0|0|0|
- after update actions regrets:204.992|8.01918|0.788949|0.199842|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.992
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|Td|Js|6h|
- mycard:1, range:0.931166
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:174.19|1.71346|37.9004|0.196667|0|
- mycard range:0.931166
- update strategy
- iter:12000
- after update actions regrets:601.112|-1234.36|-2142.18|-2841.88|-93580.1|
- after update actions average regrets:10627|0|0|0|0|
- AI take action:check, probability:1, regret:601.112
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|Td|Js|6h|5h|
- mycard:1, range:0.931166
- before update actions:l|1|2|4|n|
- before update actions regrets:89.7973|82.0747|29.1016|13.0265|0|
- mycard range:0.931166
- update strategy
- iter:12000
- after update actions regrets:193.03|625.307|800.341|256.265|-5883.76|
- after update actions average regrets:948.623|5586.23|2723.86|1134.87|0|
- AI take action:raise 100, probability:0.537581, regret:625.307
- total pot:300
- python rec ai action: raise 100
- -------------- game: 601 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 3s7d
- board: 8sTdJs6h5h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:f
- total_win: 50750
- AI position:0
- AI card:9s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.66043, regret:1412.47
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:800
- python rec ai action: fold
- -------------- game: 602 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 9s5c,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 50550
- AI position:1
- AI card:As|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.781937, regret:1671.1
- total pot:600
- python rec ai action: call
- community cards:6h|7s|3d|
- mycard:1, range:0.780886
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.18|3.32476|0.978886|0.332315|0.172476|0.0115748|0|0|
- after update actions regrets:209.18|3.32476|0.978886|0.332315|0.172476|0.0115748|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.18
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|7s|3d|Ad|
- mycard:1, range:0.763298
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:19.3382|62.1578|98.4006|34.0442|0.0591389|
- mycard range:0.763298
- update strategy
- iter:12000
- after update actions regrets:22032.4|9731.71|2292.96|-30433.4|-761033|
- after update actions average regrets:7579.58|2379.27|551.345|1.09489|0|
- AI take action:raise 300, probability:0.226356, regret:9731.71
- total pot:900
- python rec ai action: raise 300
- -------------- game: 603 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9hAs
- board: 6h7s3dAd
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 50850
- AI position:0
- AI card:2c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.513336, regret:1097.39
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|Ks|Ac|
- mycard:0, range:0.512798
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:23.9175|188.439|1.63483|0.00216606|0.00613718|0|0|0|
- after update actions regrets:23.9175|188.439|1.63483|0.00216606|0.00613718|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.886792, regret:188.439
- total pot:600
- python rec ai action: raise 200
- -------------- game: 604 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jd2c,
- board: 2dKsAc
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 51050
- AI position:1
- AI card:2s|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.989705, regret:2115.62
- total pot:200
- python rec ai action: check
- community cards:8s|7d|7h|
- mycard:1, range:0.988609
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.794|8.14598|0.988722|0.0708843|0|0|0|0|
- after update actions regrets:204.794|8.14598|0.988722|0.0708843|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.794
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|7d|7h|3c|
- mycard:1, range:0.946083
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:127.64|3.92252|62.0179|20.4199|0|
- mycard range:0.946083
- update strategy
- iter:12000
- after update actions regrets:1976.33|-4236.39|-3973.29|-4915.89|-81872.3|
- after update actions average regrets:9729.47|0|378.025|372.107|0|
- AI take action:check, probability:0.928428, regret:1976.33
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:281.379|-1527.39|-2089.23|-2007.38|-12344.4|
- mycard range:0.946083
- update strategy
- iter:12000
- after update actions regrets:281.379|-3093.39|-2308.23|-2803.38|-26560.4|
- after update actions average regrets:21423|0|0|0|0|
- AI take action:fold, probability:1, regret:281.379
- total pot:400
- python rec ai action: fold
- -------------- game: 605 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jd2s
- board: 8s7d7h3c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 50950
- AI position:0
- AI card:Jc|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730122, regret:1561.6
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1870.74|269.257|0|
- after update actions regrets:0|1870.74|269.257|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.87424, regret:1870.74
- total pot:1200
- python rec ai action: call
- community cards:2d|7d|Ks|
- mycard:0, range:0.637907
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:178.583|32.7359|2.01391|0.56994|0.097175|0|0|
- after update actions regrets:178.583|32.7359|2.01391|0.56994|0.097175|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.150943, regret:32.7359
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:2d|7d|Ks|4d|
- mycard:0, range:0.0975817
- turn subgame infoset node:857920
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:93.2915|0.590583|96.4086|23.7093|0|
- mycard range:0.0975817
- update strategy
- iter:12000
- after update actions regrets:498.04|-397.661|-750.843|-2811.54|-21579.3|
- after update actions average regrets:8621.86|757.924|1323.87|166.836|0|
- AI take action:check, probability:0.793319, regret:498.04
- total pot:2400
- python rec ai action: check
- community cards:2d|7d|Ks|4d|Ts|
- mycard:0, range:0.0773963
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|175.591|38.4092|0|0|
- mycard range:0.0773963
- update strategy
- iter:12000
- after update actions regrets:333.335|193.926|-830.256|-1087.66|-26014.7|
- after update actions average regrets:8346.01|2413.44|0|0|0|
- AI take action:check, probability:0.775723, regret:333.335
- total pot:2400
- python rec ai action: check
- -------------- game: 606 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: TdJc, Tc9c
- board: 2d7dKs4dTs
- action_history: 0:r200,1:r600,0:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 52150
- AI position:1
- AI card:9d|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:867.044|8.7982|713.961|327.58|93.7989|128.817|0|0|
- after update actions regrets:867.044|8.7982|713.961|327.58|93.7989|128.817|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.405899, regret:867.044
- total pot:200
- python rec ai action: check
- community cards:4s|Ad|5d|
- mycard:1, range:0.405161
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:187.301|22.8977|3.70652|0.0577841|0.0335971|0.00342065|0|0|
- after update actions regrets:187.301|22.8977|3.70652|0.0577841|0.0335971|0.00342065|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.882075, regret:187.301
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4s|Ad|5d|Qc|
- mycard:1, range:0.354612
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:83.7959|127.868|1.56324|0.772375|0|
- mycard range:0.354612
- update strategy
- iter:12000
- after update actions regrets:1676.81|1780.88|2114.58|-1271.91|-115365|
- after update actions average regrets:5180.74|2999.77|1683.67|0|0|
- AI take action:raise 100, probability:0.304097, regret:1780.88
- total pot:300
- python rec ai action: raise 100
- -------------- game: 607 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Ah9d
- board: 4sAd5dQc
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 52250
- AI position:0
- AI card:8s|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623772, regret:1333.97
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5d|4s|Ah|
- mycard:0, range:0.623348
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.40844|174.919|36.342|1.29918|0|0.00880597|0.0223722|0|
- after update actions regrets:1.40844|174.919|36.342|1.29918|0|0.00880597|0.0223722|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820755, regret:174.919
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:5d|4s|Ah|9h|
- mycard:0, range:0.509512
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:204.835|0.283616|8.85976|0.0212237|0|
- mycard range:0.509512
- update strategy
- iter:12000
- after update actions regrets:-39533.9|16789.5|29902.1|-14478.7|-2.34907e+06|
- after update actions average regrets:0|931.525|5595.4|4285.7|0|
- AI take action:raise 1600, probability:0.396356, regret:-14478.7
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 608 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Ad8s,
- board: 5d4sAh9h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r1600,1:f
- total_win: 52650
- AI position:1
- AI card:2s|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2105.91|0.358853|24.2998|2.1591|0.282512|6.17437|0.814323|0|
- after update actions regrets:2105.91|0.358853|24.2998|2.1591|0.282512|6.17437|0.814323|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985026, regret:2105.91
- total pot:200
- python rec ai action: check
- community cards:8s|5c|4h|
- mycard:1, range:0.984071
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.924|0.0592174|0.0171773|0|0|0|0|0|
- after update actions regrets:213.924|0.0592174|0.0171773|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.924
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|5c|4h|Ac|
- mycard:1, range:0.983719
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:203.539|10.3118|0.149656|0|0|
- mycard range:0.983719
- update strategy
- iter:12000
- after update actions regrets:676.095|836.868|-619.294|-750.444|-71306.4|
- after update actions average regrets:5439.37|4809.43|164.892|0|0|
- AI take action:check, probability:0.522378, regret:676.095
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|5c|4h|Ac|9h|
- mycard:1, range:0.513825
- before update actions:l|1|2|4|n|
- before update actions regrets:213.385|0.483616|0.0817358|0.0496302|0|
- mycard range:0.513825
- update strategy
- iter:12000
- after update actions regrets:225.847|-1345.05|-1627.46|-1623.49|-15194.5|
- after update actions average regrets:10557|0|0|0|0|
- AI take action:check, probability:1, regret:225.847
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:209.167|311.002|-678.83|-1082.33|-3737|
- mycard range:0.513825
- update strategy
- iter:12000
- after update actions regrets:485.816|70.6516|-1660.18|-3098.68|-11339.3|
- after update actions average regrets:14933.7|6147.06|49.7861|100.337|0|
- AI take action:fold, probability:0.703425, regret:485.816
- total pot:400
- python rec ai action: fold
- -------------- game: 609 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2sQh
- board: 8s5c4hAc9h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 52550
- AI position:0
- AI card:Qd|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.233754, regret:500.211
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5d|4h|2d|
- mycard:0, range:0.233743
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.257|0.31617|0.170884|0.168102|0.0873264|0|0|0.000639269|
- after update actions regrets:213.257|0.31617|0.170884|0.168102|0.0873264|0|0|0.000639269|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.257
- total pot:600
- python rec ai action: check
- community cards:5d|4h|2d|9s|
- mycard:0, range:0.232932
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:141.065|71.4542|1.47312|0.00751878|0|
- mycard range:0.232932
- update strategy
- iter:12000
- after update actions regrets:15327.6|10153|14771.1|-22469.4|-1.29067e+06|
- after update actions average regrets:4176.41|1193.77|5117.41|131.801|0|
- AI take action:raise 600, probability:0.481963, regret:14771.1
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 610 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Qd3h,
- board: 5d4h2d9s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 52850
- AI position:1
- AI card:3s|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 611 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3sTh
- board:
- action_history: 0:r300,1:f
- total_win: 52750
- AI position:0
- AI card:8s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599626, regret:1282.05
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|9c|Kd|
- mycard:0, range:0.599088
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:36.6068|144.917|31.776|0.667309|0.0273184|0.00330634|0.00182186|0|
- after update actions regrets:36.6068|144.917|31.776|0.667309|0.0273184|0.00330634|0.00182186|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.170616, regret:36.6068
- total pot:400
- python rec ai action: check
- community cards:8d|9c|Kd|Js|
- mycard:0, range:0.10248
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.425|0.574667|0|0|0|
- mycard range:0.10248
- update strategy
- iter:12000
- after update actions regrets:213.425|-43851.4|-123325|-244109|-3.13654e+06|
- after update actions average regrets:10954|0|0|0|0|
- AI take action:check, probability:1, regret:213.425
- total pot:400
- python rec ai action: check
- community cards:8d|9c|Kd|Js|6c|
- mycard:0, range:0.10248
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:111.964|102.029|0.00754717|0|0|
- mycard range:0.10248
- update strategy
- iter:12000
- after update actions regrets:5853.05|-7344.89|-58573.9|-143274|-1.71761e+06|
- after update actions average regrets:10098.9|774.791|0|0|0|
- AI take action:check, probability:0.928808, regret:5853.05
- total pot:400
- python rec ai action: check
- -------------- game: 612 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 8sAs, 9hQs
- board: 8d9cKdJs6c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 52550
- AI position:1
- AI card:7c|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1545.58|6.82319|345.139|134.138|59.7239|48.597|0|0|
- after update actions regrets:1545.58|6.82319|345.139|134.138|59.7239|48.597|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.0627047, regret:134.138
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:Qh|Kh|9d|
- mycard:1, range:0.0626814
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:211.146|2.63449|0.0205868|0.19882|0|0|0|
- after update actions regrets:211.146|2.63449|0.0205868|0.19882|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.146
- total pot:1000
- python rec ai action: check
- opp action:raise 1000
- total pot:2000
- before update actions:d|l|1|2|n|
- before update actions regrets:213.965|0.0348442|0|0|0|
- after update actions regrets:213.965|0.0348442|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.965
- total pot:2000
- python rec ai action: fold
- -------------- game: 613 -----------------
- win_money: -500
- players: OpenStackTwo, Bot
- hand: , 5d7c
- board: QhKh9d
- action_history: 0:c,1:r500,0:c/1:c,0:r1000,1:f
- total_win: 52050
- AI position:0
- AI card:Ac|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.799439, regret:1710.22
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qh|Jc|9s|
- mycard:0, range:0.799166
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:156.348|51.8009|5.27171|0.512573|0.0667615|0|0|0|
- after update actions regrets:156.348|51.8009|5.27171|0.512573|0.0667615|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.735849, regret:156.348
- total pot:400
- python rec ai action: check
- community cards:Qh|Jc|9s|6d|
- mycard:0, range:0.583869
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.081|0|0.883144|0.0358442|0|
- mycard range:0.583869
- update strategy
- iter:12000
- after update actions regrets:213.081|-65650|-77375.1|-154410|-4.64252e+06|
- after update actions average regrets:10790|0|0|0|0|
- AI take action:check, probability:1, regret:213.081
- total pot:400
- python rec ai action: check
- community cards:Qh|Jc|9s|6d|7s|
- mycard:0, range:0.583869
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.623|0.336131|0|0.0413333|0|0|
- mycard range:0.583869
- update strategy
- iter:12000
- after update actions regrets:2986.79|-15805.5|-23839.8|-40870.8|-59634.8|-513302|
- after update actions average regrets:10724|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2986.79
- total pot:800
- python rec ai action: fold
- -------------- game: 614 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ac4h,
- board: QhJc9s6d7s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 51850
- AI position:1
- AI card:Ac|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.590824, regret:1262.76
- total pot:600
- python rec ai action: call
- community cards:8h|Js|3c|
- mycard:1, range:0.590076
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.333|0.90777|0.31995|0.306246|0.0399516|0.00829213|0|0.084809|
- after update actions regrets:212.333|0.90777|0.31995|0.306246|0.0399516|0.00829213|0|0.084809|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.333
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:143.505|53.7232|16.6492|0.122392|0|
- after update actions regrets:143.505|53.7232|16.6492|0.122392|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.25, regret:53.7232
- total pot:1800
- python rec ai action: call
- community cards:8h|Js|3c|Qs|
- mycard:1, range:0.14698
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:212.87|0.978697|0.136922|0.0143155|0|
- mycard range:0.14698
- update strategy
- iter:12000
- after update actions regrets:5558|-18834.9|-45100.7|-32165.9|-424004|
- after update actions average regrets:10281.2|417.475|0|0|0|
- AI take action:check, probability:0.961021, regret:5558
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:-30863.6|5155.6|-4245.63|-1734.92|-29698.8|
- mycard range:0.14698
- update strategy
- iter:12000
- after update actions regrets:-51916.6|5155.6|-10330.6|-17103.9|-79964.8|
- after update actions average regrets:0|20252.5|758.526|209.474|262.335|
- AI take action:call, probability:0.942787, regret:5155.6
- total pot:5400
- python rec ai action: call
- community cards:8h|Js|3c|Qs|4h|
- mycard:1, range:0.133156
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.133156
- update strategy
- iter:12000
- after update actions regrets:374.335|-72714.7|-84615.7|-189232|-356739|
- after update actions average regrets:10415|0|0|0|0|
- AI take action:check, probability:1, regret:374.335
- total pot:5400
- python rec ai action: check
- -------------- game: 615 -----------------
- win_money: 2700
- players: OpenStackTwo, Bot
- hand: Ts7s, ThAc
- board: 8hJs3cQs4h
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:c/1:c,0:c
- total_win: 54550
- AI position:0
- AI card:9c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.720898, regret:1542.2
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|Kh|3c|
- mycard:0, range:0.720654
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.659215|164.033|45.094|4.17816|0.0360841|0|0|0|
- after update actions regrets:0.659215|164.033|45.094|4.17816|0.0360841|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769953, regret:164.033
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qd|Kh|3c|8d|
- mycard:0, range:0.552386
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:198.908|9.4212|0.920001|4.7511|0|
- mycard range:0.552386
- update strategy
- iter:12000
- after update actions regrets:50510.5|-39713|-15894.5|19091.3|-1.43287e+06|
- after update actions average regrets:3504.13|27.3168|2771.69|4503.44|0|
- AI take action:check, probability:0.324294, regret:50510.5
- total pot:800
- python rec ai action: check
- community cards:Qd|Kh|3c|8d|Kd|
- mycard:0, range:0.179116
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:37.2602|71.6774|104.825|0.237332|0|
- mycard range:0.179116
- update strategy
- iter:12000
- after update actions regrets:3928.11|18704.5|-6248.32|3764.09|-942572|
- after update actions average regrets:534.671|6216.9|3092.55|825.501|0|
- AI take action:raise 400, probability:0.582732, regret:18704.5
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 616 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: 6d9c, 3sJc
- board: QdKh3c8dKd
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 53750
- AI position:1
- AI card:Tc|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2114.84|0|12.1685|0|0|12.7154|0.275604|0|
- after update actions regrets:2114.84|0|12.1685|0|0|12.7154|0.275604|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.988775, regret:2114.84
- total pot:200
- python rec ai action: check
- community cards:9s|7c|3c|
- mycard:1, range:0.988243
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.966|0.557948|0.475851|0|0|0|0|0|
- after update actions regrets:212.966|0.557948|0.475851|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.966
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.735|0.225411|0|0.0397899|0|
- after update actions regrets:213.735|0.225411|0|0.0397899|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.735
- total pot:400
- python rec ai action: fold
- -------------- game: 617 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2hTc
- board: 9s7c3c
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 53650
- AI position:0
- AI card:7d|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673527, regret:1440.57
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1925.51|214.487|0|
- after update actions regrets:0|1925.51|214.487|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.899953, regret:1925.51
- total pot:1200
- python rec ai action: call
- community cards:9c|9s|Ks|
- mycard:0, range:0.605696
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:123.061|90.2982|0.568642|0.0204332|0.0440433|0.00204573|0.00584838|
- after update actions regrets:123.061|90.2982|0.568642|0.0204332|0.0440433|0.00204573|0.00584838|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.577465, regret:123.061
- total pot:1200
- python rec ai action: check
- community cards:9c|9s|Ks|Ac|
- mycard:0, range:0.348306
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:27.3599|2.36353|93.0746|91.1763|0.0257368|
- mycard range:0.348306
- update strategy
- iter:12000
- after update actions regrets:188.94|125.943|-943.346|-3179.24|-13429.4|
- after update actions average regrets:10643.8|190.84|0|0|0|
- AI take action:check, probability:0.982461, regret:188.94
- total pot:1200
- python rec ai action: check
- community cards:9c|9s|Ks|Ac|3d|
- mycard:0, range:0.342171
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0|4.5261|203.859|5.61474|0|
- mycard range:0.342171
- update strategy
- iter:12000
- after update actions regrets:-2935.7|197.829|262.162|-391.082|-9540.7|
- after update actions average regrets:0|4738.93|5687.44|35.0984|0|
- AI take action:raise 1200, probability:0.54369, regret:262.162
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 618 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 7dAh,
- board: 9c9sKsAc3d
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 54250
- AI position:1
- AI card:Js|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1037.19|1102.81|0|0|0|0|0|0|0|
- after update actions regrets:1037.19|1102.81|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.484806, regret:1037.19
- total pot:400
- python rec ai action: fold
- -------------- game: 619 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Js7c
- board:
- action_history: 0:r300,1:f
- total_win: 54150
- AI position:0
- AI card:5c|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.607394, regret:1298.43
- total pot:300
- python rec ai action: raise 200
- -------------- game: 620 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5c3h,
- board:
- action_history: 0:r200,1:f
- total_win: 54250
- AI position:1
- AI card:Kc|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0978464, regret:209.461
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 621 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , QdKc
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 54350
- AI position:0
- AI card:Tc|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|126.632|1645.9|366.04|1.42932|0|0|0|0|
- after update actions regrets:0|126.632|1645.9|366.04|1.42932|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769411, regret:1645.9
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7s|8c|Kh|
- mycard:0, range:0.769111
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:198.62|13.8724|1.48691|0|0.020474|0|0|0|
- after update actions regrets:198.62|13.8724|1.48691|0|0.020474|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.933962, regret:198.62
- total pot:400
- python rec ai action: check
- community cards:7s|8c|Kh|Td|
- mycard:0, range:0.713837
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:128.666|84.4016|0.910873|0.0213043|0|
- mycard range:0.713837
- update strategy
- iter:12000
- after update actions regrets:4706.63|3391.37|39688|-3697.9|-2.48851e+06|
- after update actions average regrets:1000.52|4263.27|4191.62|1251.98|0|
- AI take action:raise 400, probability:0.391499, regret:39688
- total pot:800
- python rec ai action: raise 400
- -------------- game: 622 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9hTc,
- board: 7s8cKhTd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 54550
- AI position:1
- AI card:Qc|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.869443, regret:1858.18
- total pot:600
- python rec ai action: call
- community cards:Ad|Kc|8d|
- mycard:1, range:0.86831
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.18|2.33964|0.380661|0.0793061|0.0205227|0|0|0|
- after update actions regrets:211.18|2.33964|0.380661|0.0793061|0.0205227|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.18
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|Kc|8d|4d|
- mycard:1, range:0.856867
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:166.578|46.7812|0.503119|0.137726|0|
- mycard range:0.856867
- update strategy
- iter:12000
- after update actions regrets:9619.68|-42467.1|-76019.4|-120483|-1.63227e+06|
- after update actions average regrets:10271.6|8.50439|1.90101|0|0|
- AI take action:check, probability:0.999125, regret:9619.68
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|Kc|8d|4d|4h|
- mycard:1, range:0.856
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.856
- update strategy
- iter:12000
- after update actions regrets:4446.25|-86518.7|-121861|-210644|-504600|
- after update actions average regrets:10115|0|0|0|0|
- AI take action:check, probability:1, regret:4446.25
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3608.41|-333.032|-18176.4|-27826|-39487|
- mycard range:0.856
- update strategy
- iter:12000
- after update actions regrets:3679.94|-6581.5|-31821.9|-57582.5|-117334|
- after update actions average regrets:17043.5|3255.61|16.6653|0|0|
- AI take action:call, probability:0.160234, regret:-6581.5
- total pot:1800
- python rec ai action: call
- -------------- game: 623 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: 8sKs, 9hQc
- board: AdKc8d4d4h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 53650
- AI position:0
- AI card:Js|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.672591, regret:1438.15
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|9d|6h|
- mycard:0, range:0.672034
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.689079|46.2338|106.104|59.2769|1.69663|0|0|0|
- after update actions regrets:0.689079|46.2338|106.104|59.2769|1.69663|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.216981, regret:46.2338
- total pot:600
- python rec ai action: raise 200
- -------------- game: 624 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4hJs,
- board: As9d6h
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 53850
- AI position:1
- AI card:2c|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 625 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c4d
- board:
- action_history: 0:r300,1:f
- total_win: 53750
- AI position:0
- AI card:5h|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|128.935|1654.79|346.021|10.0141|0.239442|0|0|0|
- after update actions regrets:0|128.935|1654.79|346.021|10.0141|0.239442|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.059869, regret:128.935
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0.428948|1993.19|44.0511|102.325|0|
- after update actions regrets:0.428948|1993.19|44.0511|102.325|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.931744, regret:1993.19
- total pot:600
- python rec ai action: call
- community cards:2c|Ah|4s|
- mycard:0, range:0.0561167
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:169.233|8.01427|35.9696|0.783035|0|0|0|0|
- after update actions regrets:169.233|8.01427|35.9696|0.783035|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.79717, regret:169.233
- total pot:600
- python rec ai action: check
- community cards:2c|Ah|4s|5s|
- mycard:0, range:0.0443776
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.662|0.323612|0.0147253|0|0|
- mycard range:0.0443776
- update strategy
- iter:12000
- after update actions regrets:6119.48|-7009.97|-18148.3|-69938.3|-1.16994e+06|
- after update actions average regrets:5727.58|4810.88|53.9546|0|0|
- AI take action:raise 300, probability:0.454202, regret:-7009.97
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:2c|Ah|4s|5s|Ks|
- mycard:0, range:0.0201555
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0201555
- update strategy
- iter:12000
- after update actions regrets:1102.25|-57772.8|-119101|-160703|-1.00644e+06|
- after update actions average regrets:10567|0|0|0|0|
- AI take action:check, probability:1, regret:1102.25
- total pot:1200
- python rec ai action: check
- -------------- game: 626 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 8h5h, 7cAc
- board: 2cAh4s5sKs
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:r300,1:c/1:c,0:c
- total_win: 53150
- AI position:1
- AI card:9s|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.777345|1401.99|5.60506|17.526|691.211|18.7451|0.527675|0.546322|3.07269|
- after update actions regrets:0.777345|1401.99|5.60506|17.526|691.211|18.7451|0.527675|0.546322|3.07269|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.656206, regret:1401.99
- total pot:600
- python rec ai action: call
- community cards:Ks|5d|8d|
- mycard:1, range:0.655135
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:140.238|68.5399|4.77372|0.198578|0.0315504|0.125293|0.00641765|0.0870006|
- after update actions regrets:140.238|68.5399|4.77372|0.198578|0.0315504|0.125293|0.00641765|0.0870006|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.660377, regret:140.238
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|5d|8d|3d|
- mycard:1, range:0.42932
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:172.468|41.1189|0.337959|0.0401008|0.0348323|
- mycard range:0.42932
- update strategy
- iter:12000
- after update actions regrets:-7068.25|15911.4|-9522.38|-91667.7|-2.14059e+06|
- after update actions average regrets:1390.92|8710.47|206.055|0|0|
- AI take action:raise 300, probability:0.845139, regret:15911.4
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Ks|5d|8d|3d|7s|
- mycard:1, range:0.362804
- before update actions:l|1|2|4|n|
- before update actions regrets:35.444|163.951|10.157|4.44802|0|
- mycard range:0.362804
- update strategy
- iter:12000
- after update actions regrets:-33767.4|6414.09|-40397.7|-154844|-1.35678e+06|
- after update actions average regrets:28.8236|10623.9|0|0|0|
- AI take action:raise 600, probability:0.997371, regret:6414.09
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 627 -----------------
- win_money: -1200
- players: OpenStackTwo, Bot
- hand: TdTc, 9s9h
- board: Ks5d8d3d7s
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:c
- total_win: 51950
- AI position:0
- AI card:Qc|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|9h|7s|
- mycard:0, range:0.794211
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.48542|99.8897|105.726|6.88681|0.0115619|0|0|0|
- after update actions regrets:1.48542|99.8897|105.726|6.88681|0.0115619|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.469194, regret:99.8897
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8h|9h|7s|5c|
- mycard:0, range:0.370718
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.858|0.0598939|0.0478936|0.0346341|0|
- mycard range:0.370718
- update strategy
- iter:12000
- after update actions regrets:13467.4|32190.6|-35903.4|-67457.5|-965695|
- after update actions average regrets:1332.42|6309.34|3.3794|3182.11|0|
- AI take action:raise 1600, probability:0.293922, regret:-67457.5
- total pot:2400
- python rec ai action: raise 1600
- opp action:call
- total pot:4000
- community cards:8h|9h|7s|5c|3s|
- mycard:0, range:0.108953
- opp action:check
- total pot:4000
- before update actions:l|1|2|4|n|
- before update actions regrets:16.497|19.7311|176.89|0|0.882207|
- mycard range:0.108953
- update strategy
- iter:12000
- after update actions regrets:30102|-1.54513e+06|-2.56061e+06|-2.32293e+06|-1.53575e+06|
- after update actions average regrets:10903|0|0|0|0|
- AI take action:check, probability:1, regret:30102
- total pot:4000
- python rec ai action: check
- -------------- game: 628 -----------------
- win_money: -2000
- players: Bot, OpenStackTwo
- hand: 5dQc, 7d6c
- board: 8h9h7s5c3s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r1600,1:c/1:c,0:c
- total_win: 49950
- AI position:1
- AI card:9s|Jc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1363.98|10.2165|511.912|169.591|44.7486|39.5128|0.0421091|0|
- after update actions regrets:1363.98|10.2165|511.912|169.591|44.7486|39.5128|0.0421091|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.239232, regret:511.912
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Td|3s|3d|
- mycard:1, range:0.239211
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:25.7236|155.737|30.8929|1.64664|0|0|0|0|
- after update actions regrets:25.7236|155.737|30.8929|1.64664|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.734597, regret:155.737
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Td|3s|3d|2h|
- mycard:1, range:0.174084
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:27.8338|174.687|11.3604|0.119365|0|
- mycard range:0.174084
- update strategy
- iter:12000
- after update actions regrets:1497.47|-5936.68|-9484.01|-17505.2|-153597|
- after update actions average regrets:10476.6|200.984|0|0|0|
- AI take action:check, probability:0.981266, regret:1497.47
- total pot:1200
- python rec ai action: check
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|n|
- before update actions regrets:380.184|-7748.82|-4329.82|-5188.82|-24886.8|
- mycard range:0.174084
- update strategy
- iter:12000
- after update actions regrets:380.184|-11914.8|-9312.82|-9876.82|-38651.8|
- after update actions average regrets:21536|0|0|0|0|
- AI take action:fold, probability:1, regret:380.184
- total pot:2400
- python rec ai action: fold
- -------------- game: 629 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , 9sJc
- board: Td3s3d2h
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:c,0:r1200,1:f
- total_win: 49350
- AI position:0
- AI card:6s|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:800
- python rec ai action: fold
- -------------- game: 630 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Tc6s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 49150
- AI position:1
- AI card:9s|Ts
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:810.354|16.8157|840.63|278.393|89.9314|102.866|1.01028|0|
- after update actions regrets:810.354|16.8157|840.63|278.393|89.9314|102.866|1.01028|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.393258, regret:840.63
- total pot:400
- python rec ai action: raise 300
- -------------- game: 631 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Ts9s
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 49250
- AI position:0
- AI card:3s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.293402, regret:627.708
- total pot:400
- python rec ai action: raise 300
- -------------- game: 632 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3s5c,
- board:
- action_history: 0:r300,1:f
- total_win: 49350
- AI position:1
- AI card:Js|Qs
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2.19833|1196.05|5.11743|16.0483|912.129|7.38692|0.111828|0.069216|0.889798|
- after update actions regrets:2.19833|1196.05|5.11743|16.0483|912.129|7.38692|0.111828|0.069216|0.889798|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.426567, regret:912.129
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 633 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QsJs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 49650
- AI position:0
- AI card:9s|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.357043, regret:763.894
- total pot:400
- python rec ai action: raise 300
- -------------- game: 634 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ah9s,
- board:
- action_history: 0:r300,1:f
- total_win: 49750
- AI position:1
- AI card:Ks|7c
- -------------- game: 635 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7cKs
- board:
- action_history: 0:f
- total_win: 49800
- AI position:0
- AI card:2s|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36
- total pot:150
- python rec ai action: fold
- -------------- game: 636 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s8c,
- board:
- action_history: 0:f
- total_win: 49750
- AI position:1
- AI card:7c|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1102.88|8.97483|650.069|236.91|69.1335|71.225|0.802548|0|
- after update actions regrets:1102.88|8.97483|650.069|236.91|69.1335|71.225|0.802548|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.515918, regret:1102.88
- total pot:200
- python rec ai action: check
- community cards:8d|Kc|6c|
- mycard:1, range:0.515367
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:168.437|32.1511|11.6504|1.71203|0.0491999|0|0|0|
- after update actions regrets:168.437|32.1511|11.6504|1.71203|0.0491999|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.0518868, regret:11.6504
- total pot:400
- python rec ai action: raise 200
- opp action:call
- total pot:600
- community cards:8d|Kc|6c|8s|
- mycard:1, range:0.028057
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:150.128|0.370635|10.8936|52.6078|0|
- mycard range:0.028057
- update strategy
- iter:12000
- after update actions regrets:710.483|-10302.3|-17745.8|-26106|-305358|
- after update actions average regrets:10641.7|8.85425|0|0|0|
- AI take action:check, probability:0.999249, regret:710.483
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:366.302|-1727.64|-6438.76|-3909.93|-27835.8|
- mycard range:0.028057
- update strategy
- iter:12000
- after update actions regrets:366.302|-2892.64|-8438.76|-6253.93|-28799.8|
- after update actions average regrets:20995|0|0|0|0|
- AI take action:fold, probability:1, regret:366.302
- total pot:1200
- python rec ai action: fold
- -------------- game: 637 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7cAh
- board: 8dKc6c8s
- action_history: 0:c,1:c/1:r200,0:c/1:c,0:r600,1:f
- total_win: 49450
- AI position:0
- AI card:3s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96
- total pot:150
- python rec ai action: fold
- -------------- game: 638 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d3s,
- board:
- action_history: 0:f
- total_win: 49400
- AI position:1
- AI card:Qd|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.573144|16.9281|926.342|509.072|251.658|423.153|11.0755|1.19949|
- after update actions regrets:0.573144|16.9281|926.342|509.072|251.658|423.153|11.0755|1.19949|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.238184, regret:509.072
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:As|7h|Kc|
- mycard:1, range:0.237884
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:76.8355|136.483|0.652272|0.0157586|0.0136538|0|0|
- after update actions regrets:76.8355|136.483|0.652272|0.0157586|0.0136538|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.641509, regret:136.483
- total pot:1500
- python rec ai action: raise 500
- -------------- game: 639 -----------------
- win_money: 500
- players: OpenStackTwo, Bot
- hand: , QhQd
- board: As7hKc
- action_history: 0:c,1:r500,0:c/1:r500,0:f
- total_win: 49900
- AI position:0
- AI card:Qs|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.582592, regret:1245.54
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2138.56|0|1.4392|0|
- after update actions regrets:2138.56|0|1.4392|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.999532, regret:2138.56
- total pot:800
- python rec ai action: fold
- -------------- game: 640 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 2hQs,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 49700
- AI position:1
- AI card:Ac|9d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:867.044|8.7982|713.961|327.58|93.7989|128.817|0|0|
- after update actions regrets:867.044|8.7982|713.961|327.58|93.7989|128.817|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.333801, regret:713.961
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:6h|Js|3s|
- mycard:1, range:0.333626
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.092|3.08587|1.77491|0.00336085|0.0436124|0|0|0|
- after update actions regrets:209.092|3.08587|1.77491|0.00336085|0.0436124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981221, regret:209.092
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|Js|3s|5h|
- mycard:1, range:0.325975
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:41.8263|43.0358|121.457|7.68123|0|
- mycard range:0.325975
- update strategy
- iter:12000
- after update actions regrets:842.773|-2486.02|-5901.6|-20439.4|-276132|
- after update actions average regrets:10443.8|14.9486|0|0|0|
- AI take action:check, probability:0.998661, regret:842.773
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:537.38|-1421.79|-7071.76|-9743.98|-38199|
- mycard range:0.325975
- update strategy
- iter:12000
- after update actions regrets:537.38|-2417.79|-11882.8|-14460|-63698|
- after update actions average regrets:20884.6|232.784|0|0|0|
- AI take action:fold, probability:0.989013, regret:537.38
- total pot:1200
- python rec ai action: fold
- -------------- game: 641 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 9dAc
- board: 6hJs3s5h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 49400
- AI position:0
- AI card:Kd|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|9h|2s|
- mycard:0, range:0.615747
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:187.025|20.6058|3.39048|2.72027|0.1066|0.0150188|0.0296351|0.107119|
- after update actions regrets:187.025|20.6058|3.39048|2.72027|0.1066|0.0150188|0.0296351|0.107119|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.882075, regret:187.025
- total pot:400
- python rec ai action: check
- community cards:Ks|9h|2s|Jc|
- mycard:0, range:0.538132
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|136.695|74.6132|2.63035|0.061366|
- mycard range:0.538132
- update strategy
- iter:12000
- after update actions regrets:-116711|-55010.8|-20002.9|30104.1|-2.00335e+06|
- after update actions average regrets:0|102.288|2388.86|8072.51|0|
- AI take action:raise 800, probability:0.764249, regret:30104.1
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 642 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: KdQh,
- board: Ks9h2sJc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 49600
- AI position:1
- AI card:Ts|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.383427, regret:819.105
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 643 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AhTs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 49900
- AI position:0
- AI card:9s|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.233287, regret:499.576
- total pot:400
- python rec ai action: raise 300
- -------------- game: 644 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9sKd,
- board:
- action_history: 0:r300,1:f
- total_win: 50000
- AI position:1
- AI card:Jd|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2016.6|123.132|0.136838|0.13467|0|0|0|0|0|
- after update actions regrets:2016.6|123.132|0.136838|0.13467|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.942496, regret:2016.6
- total pot:400
- python rec ai action: fold
- -------------- game: 645 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jd6h
- board:
- action_history: 0:r300,1:f
- total_win: 49900
- AI position:0
- AI card:Ks|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656996, regret:1404.99
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8s|4c|Jh|
- mycard:0, range:0.656537
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.86597|117.783|58.3964|28.7995|6.70075|0.762058|0.226817|0.465551|
- after update actions regrets:0.86597|117.783|58.3964|28.7995|6.70075|0.762058|0.226817|0.465551|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.559809, regret:117.783
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8s|4c|Jh|Kc|
- mycard:0, range:0.36135
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|13.0862|195.128|5.77059|0.015|
- mycard range:0.36135
- update strategy
- iter:12000
- after update actions regrets:-714276|51545.1|13540.1|67173.8|-13237|
- after update actions average regrets:0|3046.72|1561.49|5822.69|336.652|
- AI take action:raise 400, probability:0.282954, regret:51545.1
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:8s|4c|Jh|Kc|Tc|
- mycard:0, range:0.102245
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:0|1.36912|211.35|1.26275|0.0184971|
- mycard range:0.102245
- update strategy
- iter:12000
- after update actions regrets:-1.04616e+06|-166351|14722.3|-200169|-3.43163e+06|
- after update actions average regrets:0|510.715|10296.7|11.103|0|
- AI take action:raise 1600, probability:0.951835, regret:14722.3
- total pot:3200
- python rec ai action: raise 1600
- -------------- game: 646 -----------------
- win_money: 800
- players: Bot, OpenStackTwo
- hand: KsJc,
- board: 8s4cJhKcTc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:r1600,1:f
- total_win: 50700
- AI position:1
- AI card:Ks|7d
- -------------- game: 647 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7dKs
- board:
- action_history: 0:f
- total_win: 50750
- AI position:0
- AI card:Jc|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6h|Ts|3h|
- mycard:0, range:0.729948
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:22.3703|25.4695|42.8211|112.911|10.3775|0.0505715|0|0|
- after update actions regrets:22.3703|25.4695|42.8211|112.911|10.3775|0.0505715|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.118483, regret:25.4695
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:6h|Ts|3h|Kd|
- mycard:0, range:0.0868759
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:197.987|0.536896|10.6421|4.83384|0|
- mycard range:0.0868759
- update strategy
- iter:12000
- after update actions regrets:34066.6|-21304.9|-16771.8|-13076.6|-2.53579e+06|
- after update actions average regrets:6690.51|1186.46|1424.47|1525.52|0|
- AI take action:check, probability:0.618014, regret:34066.6
- total pot:800
- python rec ai action: check
- community cards:6h|Ts|3h|Kd|8h|
- mycard:0, range:0.0536849
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:2.03104|97.2058|98.8583|15.9048|0|
- mycard range:0.0536849
- update strategy
- iter:12000
- after update actions regrets:15827.2|-4554.58|-18486.9|-38857.9|-407553|
- after update actions average regrets:5177.19|3068.19|2132.06|376.75|0|
- AI take action:raise 400, probability:0.285316, regret:-4554.58
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 648 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: 5hJc, Ad3d
- board: 6hTs3hKd8h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 49950
- AI position:1
- AI card:7d|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1197.41|11.8258|634.977|216.833|68.3805|10.4297|0.146432|0|
- after update actions regrets:1197.41|11.8258|634.977|216.833|68.3805|10.4297|0.146432|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.560393, regret:1197.41
- total pot:200
- python rec ai action: check
- community cards:4c|Ah|2d|
- mycard:1, range:0.559536
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.123|0.762571|0.0155173|0.0685106|0.0308947|0|0|0|
- after update actions regrets:213.123|0.762571|0.0155173|0.0685106|0.0308947|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.123
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4c|Ah|2d|5d|
- mycard:1, range:0.557242
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.931|0.9494|0.118188|0.000917431|0|
- mycard range:0.557242
- update strategy
- iter:12000
- after update actions regrets:1863.65|1928.67|1091.84|1603.72|-111349|
- after update actions average regrets:3699.76|3783.92|577.236|2360.16|0|
- AI take action:check, probability:0.355024, regret:1863.65
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1255.93|316.934|578.934|108.934|-25876.1|
- mycard range:0.557242
- update strategy
- iter:12000
- after update actions regrets:1202.78|390.781|843.781|185.781|-33147.2|
- after update actions average regrets:8663.92|4655.59|6789.96|1256.14|0|
- AI take action:raise 500, probability:0.317792, regret:843.781
- total pot:900
- python rec ai action: raise 500
- -------------- game: 649 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Jd7d
- board: 4cAh2d5d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:r500,0:f
- total_win: 50250
- AI position:0
- AI card:8c|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.758653, regret:1622.45
- total pot:300
- python rec ai action: raise 200
- -------------- game: 650 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8c9h,
- board:
- action_history: 0:r200,1:f
- total_win: 50350
- AI position:1
- AI card:4d|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:26.4712|1588.39|0.747931|4.31303|484.072|36.0038|0|0|0|
- after update actions regrets:26.4712|1588.39|0.747931|4.31303|484.072|36.0038|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.74275, regret:1588.39
- total pot:600
- python rec ai action: call
- community cards:Js|9s|5h|
- mycard:1, range:0.742239
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.7|1.2732|0.999001|0.0281471|0|0|0|0|
- after update actions regrets:211.7|1.2732|0.999001|0.0281471|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.7
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Js|9s|5h|3d|
- mycard:1, range:0.734261
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:5.90713|206.662|1.42003|0.0111913|0|
- mycard range:0.734261
- update strategy
- iter:12000
- after update actions regrets:14710.1|-8798.14|-7523.38|-46867.8|-1.09027e+06|
- after update actions average regrets:9427.79|862.466|66.1797|0|0|
- AI take action:check, probability:0.910381, regret:14710.1
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Js|9s|5h|3d|Td|
- mycard:1, range:0.668421
- before update actions:l|1|2|4|n|
- before update actions regrets:0|121.944|45.8763|46.1796|0|
- mycard range:0.668421
- update strategy
- iter:12000
- after update actions regrets:2835.48|6749.42|3492.36|-10900.3|-833805|
- after update actions average regrets:5194.52|3043.91|1988.92|159.281|0|
- AI take action:check, probability:0.500193, regret:2835.48
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:253.159|-126763|-23089.6|-24440.7|-214294|
- mycard range:0.668421
- update strategy
- iter:12000
- after update actions regrets:253.159|-244326|-35249.6|-48524.7|-419494|
- after update actions average regrets:20802|0|0|0|0|
- AI take action:fold, probability:1, regret:253.159
- total pot:1200
- python rec ai action: fold
- -------------- game: 651 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7d4d
- board: Js9s5h3dTd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 50050
- AI position:0
- AI card:3c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.555659, regret:1188.52
- total pot:300
- python rec ai action: raise 200
- -------------- game: 652 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3d3c,
- board:
- action_history: 0:r200,1:f
- total_win: 50150
- AI position:1
- AI card:9s|4c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 653 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4c9s
- board:
- action_history: 0:r300,1:f
- total_win: 50050
- AI position:0
- AI card:2c|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.27957, regret:598.173
- total pot:400
- python rec ai action: raise 300
- -------------- game: 654 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8c2c,
- board:
- action_history: 0:r300,1:f
- total_win: 50150
- AI position:1
- AI card:6c|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.866635, regret:1852.02
- total pot:600
- python rec ai action: call
- community cards:As|9s|3c|
- mycard:1, range:0.865432
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:179.781|25.0686|6.84038|1.6098|0.301482|0.214403|0.107826|0.0767175|
- after update actions regrets:179.781|25.0686|6.84038|1.6098|0.301482|0.214403|0.107826|0.0767175|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.848341, regret:179.781
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:As|9s|3c|Qc|
- mycard:1, range:0.727047
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:1.55741|71.5927|68.648|72.1967|0.0051974|
- mycard range:0.727047
- update strategy
- iter:12000
- after update actions regrets:14712.8|13750.8|5484.89|-45781.6|-1.24917e+06|
- after update actions average regrets:4668.61|2972.39|2706.71|0.462955|0|
- AI take action:raise 600, probability:0.26155, regret:5484.89
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 655 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6cAh
- board: As9s3cQc
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 50450
- AI position:0
- AI card:Qc|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6d|7c|3d|
- mycard:0, range:0.746393
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:28.8887|149.52|9.86633|21.8956|3.82943|0|0|0|
- after update actions regrets:28.8887|149.52|9.86633|21.8956|3.82943|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.709524, regret:149.52
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:6d|7c|3d|Kc|
- mycard:0, range:0.521498
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:163.651|39.2924|10.5135|0.542692|0|
- mycard range:0.521498
- update strategy
- iter:12000
- after update actions regrets:21302.3|-26314.1|19393.1|-57986.8|-1.63215e+06|
- after update actions average regrets:6263.77|75.1308|4485.75|28.6672|0|
- AI take action:raise 800, probability:0.413326, regret:19393.1
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 656 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 9dQc,
- board: 6d7c3dKc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 50850
- AI position:1
- AI card:5c|Tc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1355.12|8.77376|465.093|175.089|65.2976|70.5963|0.0350782|0|
- after update actions regrets:1355.12|8.77376|465.093|175.089|65.2976|70.5963|0.0350782|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.217493, regret:465.093
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9c|Th|Ks|
- mycard:1, range:0.217333
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:67.2013|142.075|4.48173|0.178638|0.0242277|0.0136029|0.0147487|0.0102571|
- after update actions regrets:67.2013|142.075|4.48173|0.178638|0.0242277|0.0136029|0.0147487|0.0102571|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.666667, regret:142.075
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:9c|Th|Ks|3d|
- mycard:1, range:0.144288
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:5.00953|208.751|0.238844|0.000682735|0|
- mycard range:0.144288
- update strategy
- iter:12000
- after update actions regrets:4972.12|-1524.14|-6738.65|-8659.89|-136245|
- after update actions average regrets:8788.17|718.801|417.265|563.91|0|
- AI take action:check, probability:0.83807, regret:4972.12
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:9c|Th|Ks|3d|4d|
- mycard:1, range:0.120901
- before update actions:l|1|2|4|n|
- before update actions regrets:0.949566|212.978|0.0638199|0.0087627|0|
- mycard range:0.120901
- update strategy
- iter:12000
- after update actions regrets:524.435|-3448.54|-17918.5|-55525.5|-152671|
- after update actions average regrets:10107.3|218.666|0|0|0|
- AI take action:check, probability:0.978886, regret:524.435
- total pot:1200
- python rec ai action: check
- -------------- game: 657 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: 9d7c, 5cTc
- board: 9cThKs3d4d
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:c,0:c/1:c,0:c
- total_win: 51450
- AI position:0
- AI card:7s|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.741815, regret:1586.79
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7h|7d|Ks|
- mycard:0, range:0.74149
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|78.141|73.9337|53.5416|8.33576|0.0287129|0|0.0192084|
- after update actions regrets:0|78.141|73.9337|53.5416|8.33576|0.0287129|0|0.0192084|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.367925, regret:78.141
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:0|63.9886|149.941|0.0708647|
- after update actions regrets:0|63.9886|149.941|0.0708647|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 3400, probability:0.70283, regret:149.941
- total pot:4800
- python rec ai action: raise 3400
- opp action:call
- total pot:7200
- community cards:7h|7d|Ks|Ts|
- mycard:0, range:0.189703
- turn subgame infoset node:207168
- opp action:check
- total pot:7200
- before update actions:l|1|2|4|n|
- before update actions regrets:79.0998|58.0364|75.2775|1.58634|0|
- mycard range:0.189703
- update strategy
- iter:12000
- after update actions regrets:-34223.8|10283.1|-1579.65|-66722.3|-115902|
- after update actions average regrets:0|10158.3|450.121|205.237|121.537|
- AI take action:raise 3600, probability:0.929029, regret:10283.1
- total pot:10800
- python rec ai action: raise 3600
- opp action:call
- total pot:14400
- community cards:7h|7d|Ks|Ts|8h|
- mycard:0, range:0.176226
- opp action:check
- total pot:14400
- before update actions:l|1|n|
- before update actions regrets:202.326|10.2601|1.4136|
- mycard range:0.176226
- update strategy
- iter:12000
- after update actions regrets:3428.73|-780591|-883598|
- after update actions average regrets:10952|0|0|
- AI take action:check, probability:1, regret:3428.73
- total pot:14400
- python rec ai action: check
- -------------- game: 658 -----------------
- win_money: -7200
- players: Bot, OpenStackTwo
- hand: Jh7s, 7cQc
- board: 7h7dKsTs8h
- action_history: 0:r200,1:c/1:c,0:r200,1:r1000,0:r3400,1:c/1:c,0:r3600,1:c/1:c,0:c
- total_win: 44250
- AI position:1
- AI card:Jc|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.652316, regret:1394.65
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 659 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AdJc
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 44550
- AI position:0
- AI card:Jd|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kh|9c|6c|
- mycard:0, range:0.737699
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:36.1841|165.127|12.2999|0.323007|0.0363739|0.00606232|0.0233428|0|
- after update actions regrets:36.1841|165.127|12.2999|0.323007|0.0363739|0.00606232|0.0233428|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.774648, regret:165.127
- total pot:600
- python rec ai action: raise 200
- -------------- game: 660 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jd6h,
- board: Kh9c6c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 44750
- AI position:1
- AI card:2c|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 661 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7h2c
- board:
- action_history: 0:r300,1:f
- total_win: 44650
- AI position:0
- AI card:4s|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.23|0|3.77305|0|
- after update actions regrets:2136.23|0|3.77305|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.23
- total pot:800
- python rec ai action: fold
- -------------- game: 662 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4sQc,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 44450
- AI position:1
- AI card:Qd|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.02
- total pot:400
- python rec ai action: fold
- -------------- game: 663 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qd3h
- board:
- action_history: 0:r300,1:f
- total_win: 44350
- AI position:0
- AI card:2s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|155.173|1396.49|576.314|11.4722|0.5533|0|0|0|
- after update actions regrets:0|155.173|1396.49|576.314|11.4722|0.5533|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.652947, regret:1396.49
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|2d|Jh|
- mycard:0, range:0.652564
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:153.872|60.0891|0.038587|0|0|0|0|0|
- after update actions regrets:153.872|60.0891|0.038587|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.71831, regret:153.872
- total pot:400
- python rec ai action: check
- community cards:8d|2d|Jh|4c|
- mycard:0, range:0.469213
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.469213
- update strategy
- iter:12000
- after update actions regrets:8502.95|2243.95|-12930|-61121|-2.84868e+06|
- after update actions average regrets:10667.4|326.508|3.12907|0|0|
- AI take action:check, probability:0.97008, regret:8502.95
- total pot:400
- python rec ai action: check
- community cards:8d|2d|Jh|4c|Kd|
- mycard:0, range:0.455148
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.998|0.00222222|0|0|0|
- mycard range:0.455148
- update strategy
- iter:12000
- after update actions regrets:8147.12|-89700.9|-115933|-154155|-1.66032e+06|
- after update actions average regrets:10996|0|0|0|0|
- AI take action:check, probability:1, regret:8147.12
- total pot:400
- python rec ai action: check
- -------------- game: 664 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2sAs, 6c5s
- board: 8d2dJh4cKd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 44550
- AI position:1
- AI card:2h|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1344.39|7.16722|457.05|211.135|71.5162|47.6344|1.10928|0|
- after update actions regrets:1344.39|7.16722|457.05|211.135|71.5162|47.6344|1.10928|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.213751, regret:457.05
- total pot:400
- python rec ai action: raise 300
- -------------- game: 665 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 2hQh
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 44650
- AI position:0
- AI card:2d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0635811, regret:136.278
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:9.38011|1934.87|56.7319|139.017|0|
- after update actions regrets:9.38011|1934.87|56.7319|139.017|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.904584, regret:1934.87
- total pot:600
- python rec ai action: call
- community cards:9h|As|8h|
- mycard:0, range:0.057577
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:0.1663|213.721|0.0558392|0|0.0178082|0|0.0392228|0|
- after update actions regrets:0.1663|213.721|0.0558392|0|0.0178082|0|0.0392228|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:call, probability:1, regret:213.721
- total pot:1800
- python rec ai action: call
- community cards:9h|As|8h|9d|
- mycard:0, range:0.0575019
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:187.396|26.6041|0|0|0|
- mycard range:0.0575019
- update strategy
- iter:12000
- after update actions regrets:422.292|-10386.5|-10633.1|-15677.1|-143896|
- after update actions average regrets:10654|0|0|0|0|
- AI take action:check, probability:1, regret:422.292
- total pot:1800
- python rec ai action: check
- community cards:9h|As|8h|9d|6s|
- mycard:0, range:0.0575019
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:193.092|20.9077|0|0|0|0|
- mycard range:0.0575019
- update strategy
- iter:12000
- after update actions regrets:1052.46|643.272|-386.636|-1923.64|-7097.64|-9033.64|
- after update actions average regrets:5527.64|4764.72|313.407|30.4959|0|0|
- AI take action:fold, probability:0.519748, regret:1052.46
- total pot:3600
- python rec ai action: fold
- -------------- game: 666 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 8d2d,
- board: 9hAs8h9d6s
- action_history: 0:c,1:r300,0:c/1:r600,0:c/1:c,0:c/1:r1800,0:f
- total_win: 43750
- AI position:1
- AI card:Jc|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:9.38926|21.1532|1075.81|497.478|201.809|320.175|11.9551|2.2274|
- after update actions regrets:9.38926|21.1532|1075.81|497.478|201.809|320.175|11.9551|2.2274|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.232678, regret:497.478
- total pot:600
- python rec ai action: raise 500
- -------------- game: 667 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , JcJd
- board:
- action_history: 0:c,1:r500,0:f
- total_win: 43850
- AI position:0
- AI card:6c|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.172043, regret:368.244
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:As|9s|Ks|
- mycard:0, range:0.172076
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:190.178|14.1655|7.99698|1.27563|0.242423|0.141334|0|0|
- after update actions regrets:190.178|14.1655|7.99698|1.27563|0.242423|0.141334|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.896226, regret:190.178
- total pot:600
- python rec ai action: check
- community cards:As|9s|Ks|4c|
- mycard:0, range:0.152921
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.863|0.0722418|0.0351218|0.0291667|0|
- mycard range:0.152921
- update strategy
- iter:12000
- after update actions regrets:4626.96|-94392.8|-100943|-184020|-3.61014e+06|
- after update actions average regrets:10777.6|0|2.64721|8.45986|0|
- AI take action:check, probability:0.999073, regret:4626.96
- total pot:600
- python rec ai action: check
- community cards:As|9s|Ks|4c|8d|
- mycard:0, range:0.152764
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.975|0.025|0|0|0|
- mycard range:0.152764
- update strategy
- iter:12000
- after update actions regrets:701.063|-37318.9|-71829.9|-174094|-2.32203e+06|
- after update actions average regrets:10760|0|0|0|0|
- AI take action:check, probability:1, regret:701.063
- total pot:600
- python rec ai action: check
- -------------- game: 668 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Qd6c, QcTd
- board: As9sKs4c8d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 43550
- AI position:1
- AI card:As|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.0636704, regret:136.566
- total pot:200
- python rec ai action: check
- community cards:Td|9d|5d|
- mycard:1, range:0.063816
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.917|3.04668|0.0212246|0.0150365|0|0|0|0|
- after update actions regrets:210.917|3.04668|0.0212246|0.0150365|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.917
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Td|9d|5d|Qh|
- mycard:1, range:0.0628966
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:178.872|34.9744|0.0680885|0.0853446|0|
- mycard range:0.0628966
- update strategy
- iter:12000
- after update actions regrets:1980.26|-2248.64|-582.546|-2251.53|-144416|
- after update actions average regrets:8351.79|1636.7|157.113|0|0|
- AI take action:check, probability:0.823245, regret:1980.26
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Td|9d|5d|Qh|Tc|
- mycard:1, range:0.0517761
- before update actions:l|1|2|4|n|
- before update actions regrets:213.946|0.0539474|0|0|0|
- mycard range:0.0517761
- update strategy
- iter:12000
- after update actions regrets:214.825|-6170.07|-7537.12|-9718.12|-21272.1|
- after update actions average regrets:10294|0|0|0|0|
- AI take action:check, probability:1, regret:214.825
- total pot:200
- python rec ai action: check
- -------------- game: 669 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: Ac8h, AsJh
- board: Td9d5dQhTc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 43650
- AI position:0
- AI card:Td|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|50.7039|1279.99|795.768|13.5389|0|0|0|0|
- after update actions regrets:0|50.7039|1279.99|795.768|13.5389|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.598503, regret:1279.99
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1817.89|322.111|0|
- after update actions regrets:0|1817.89|322.111|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.849462, regret:1817.89
- total pot:1200
- python rec ai action: call
- community cards:2h|6s|As|
- mycard:0, range:0.508096
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:184.235|7.31254|21.6057|0.654039|0.154107|0|0.0388019|
- after update actions regrets:184.235|7.31254|21.6057|0.654039|0.154107|0|0.0388019|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.867925, regret:184.235
- total pot:1200
- python rec ai action: check
- community cards:2h|6s|As|3h|
- mycard:0, range:0.437425
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.908|0.0234286|0.0684762|0|0|
- mycard range:0.437425
- update strategy
- iter:12000
- after update actions regrets:-504.567|263.341|-126.544|21.501|-731.567|-1388.57|
- after update actions average regrets:0|9440.1|254.695|1041.88|0|0|
- AI take action:call, probability:0.879367, regret:263.341
- total pot:3600
- python rec ai action: call
- community cards:2h|6s|As|3h|4h|
- mycard:0, range:0.384602
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.384602
- update strategy
- iter:12000
- after update actions regrets:214.496|-29.5036|-94.5036|-406.504|-2104.5|
- after update actions average regrets:10739.2|24.7689|0|0|0|
- AI take action:check, probability:0.99777, regret:214.496
- total pot:3600
- python rec ai action: check
- -------------- game: 670 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: TdAd, Ts9d
- board: 2h6sAs3h4h
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:c/1:c,0:c
- total_win: 45450
- AI position:1
- AI card:6d|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805893, regret:1723.03
- total pot:600
- python rec ai action: call
- community cards:8c|Jc|5s|
- mycard:1, range:0.805155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.765|4.70456|3.02912|0.431457|0.042046|0|0|0.0274627|
- after update actions regrets:205.765|4.70456|3.02912|0.431457|0.042046|0|0|0.0274627|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.765
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:212.725|0.496802|0.199339|0.578825|0|
- after update actions regrets:212.725|0.496802|0.199339|0.578825|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:212.725
- total pot:1200
- python rec ai action: fold
- -------------- game: 671 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 6dKh
- board: 8cJc5s
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 45150
- AI position:0
- AI card:8s|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.6319|1556.74|506.626|0|0|0|0|0|
- after update actions regrets:0|76.6319|1556.74|506.626|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.727783, regret:1556.74
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|6h|Tc|
- mycard:0, range:0.72745
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.082|0.080333|0.10156|4.51033|0.0078652|0.0172655|0.00209581|0.198823|
- after update actions regrets:209.082|0.080333|0.10156|4.51033|0.0078652|0.0172655|0.00209581|0.198823|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981221, regret:209.082
- total pot:400
- python rec ai action: check
- community cards:As|6h|Tc|3h|
- mycard:0, range:0.710731
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.710731
- update strategy
- iter:12000
- after update actions regrets:5456.71|-122736|-223101|-233771|-4.02802e+06|
- after update actions average regrets:10907.6|36.4463|0|0|0|
- AI take action:check, probability:0.99671, regret:5456.71
- total pot:400
- python rec ai action: check
- community cards:As|6h|Tc|3h|9s|
- mycard:0, range:0.708364
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0|0.1|0|0|
- mycard range:0.708364
- update strategy
- iter:12000
- after update actions regrets:2272.67|-60511.2|-68521.1|-170963|-931352|
- after update actions average regrets:10816|0|0|0|0|
- AI take action:check, probability:1, regret:2272.67
- total pot:400
- python rec ai action: check
- -------------- game: 672 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 8sKh, 4hTd
- board: As6hTc3h9s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 44950
- AI position:1
- AI card:Ac|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.904071, regret:1932.85
- total pot:600
- python rec ai action: call
- community cards:Ts|8c|9d|
- mycard:1, range:0.903203
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.731|0.973777|0.29536|0|0|0|0|0|
- after update actions regrets:212.731|0.973777|0.29536|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.731
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ts|8c|9d|Kh|
- mycard:1, range:0.897846
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:148.937|64.7851|0.238622|0.0303971|0.00864304|
- mycard range:0.897846
- update strategy
- iter:12000
- after update actions regrets:31912.2|81.8854|2892.34|-3686.87|-789685|
- after update actions average regrets:6007.88|1487.6|1658.94|1297.58|0|
- AI take action:raise 600, probability:0.158675, regret:2892.34
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 673 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ac4h
- board: Ts8c9dKh
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 45250
- AI position:0
- AI card:5c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.68|0|3.3175|0|
- after update actions regrets:2136.68|0|3.3175|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.68
- total pot:800
- python rec ai action: fold
- -------------- game: 674 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5cJd,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 45050
- AI position:1
- AI card:6s|Ts
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1341.45|10.5564|526.343|175.145|57.9621|28.542|0|0|
- after update actions regrets:1341.45|10.5564|526.343|175.145|57.9621|28.542|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.627515, regret:1341.45
- total pot:200
- python rec ai action: check
- community cards:Ah|Jd|6c|
- mycard:1, range:0.626847
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.38|4.64926|0.946402|0.0230149|0.00104085|0|0|0|
- after update actions regrets:208.38|4.64926|0.946402|0.0230149|0.00104085|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.38
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ah|Jd|6c|Kc|
- mycard:1, range:0.610385
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:33.2616|180.192|0.538892|0.00750661|0|
- mycard range:0.610385
- update strategy
- iter:12000
- after update actions regrets:1200.69|1311.62|-4228.71|-6324.56|-169312|
- after update actions average regrets:5967.16|4289.77|0|90.1254|0|
- AI take action:check, probability:0.576745, regret:1200.69
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:-694.546|772.658|-507.055|-907.392|-28490.1|
- mycard range:0.610385
- update strategy
- iter:12000
- after update actions regrets:-885.196|788.008|-97.7045|-964.042|-44291.7|
- after update actions average regrets:31.6513|21015.7|34.9845|0|0|
- AI take action:call, probability:0.996917, regret:788.008
- total pot:600
- python rec ai action: call
- community cards:Ah|Jd|6c|Kc|3c|
- mycard:1, range:0.350897
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.350897
- update strategy
- iter:12000
- after update actions regrets:214.724|-1276.28|-2568.28|-5623.28|-40996.3|
- after update actions average regrets:10836|0|0|0|0|
- AI take action:check, probability:1, regret:214.724
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:96.8414|177.043|-200.035|-427.035|-4919.99|
- mycard range:0.350897
- update strategy
- iter:12000
- after update actions regrets:78.3951|200.597|-557.481|-883.481|-8974.43|
- after update actions average regrets:6638.83|14779.1|0|17.8741|0|
- AI take action:call, probability:0.689512, regret:200.597
- total pot:1800
- python rec ai action: call
- -------------- game: 675 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: Kd6h, 6sTs
- board: AhJd6cKc3c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r600,1:c
- total_win: 44150
- AI position:0
- AI card:Qs|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5
- total pot:300
- python rec ai action: raise 200
- -------------- game: 676 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qs6d,
- board:
- action_history: 0:r200,1:f
- total_win: 44250
- AI position:1
- AI card:6s|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.866635, regret:1852.02
- total pot:600
- python rec ai action: call
- community cards:Jh|9d|Qc|
- mycard:1, range:0.865432
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.05|0.469333|0.35426|0.0226308|0.0683107|0.00278722|0.0324269|0|
- after update actions regrets:213.05|0.469333|0.35426|0.0226308|0.0683107|0.00278722|0.0324269|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.05
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jh|9d|Qc|7s|
- mycard:1, range:0.861591
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:86.7404|89.7358|11.1952|26.3286|0|
- mycard range:0.861591
- update strategy
- iter:12000
- after update actions regrets:6237.84|-49481.2|-43114.7|-82065.6|-929113|
- after update actions average regrets:10730.9|0|0.0982855|0|0|
- AI take action:check, probability:1, regret:6237.84
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3208.63|-29478.9|-32831.9|-41785.5|-186164|
- mycard range:0.861591
- update strategy
- iter:12000
- after update actions regrets:3208.63|-43457.9|-66398.9|-60670.5|-359633|
- after update actions average regrets:21143.7|0|0.330769|0|0|
- AI take action:fold, probability:1, regret:3208.63
- total pot:1200
- python rec ai action: fold
- -------------- game: 677 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 6sAc
- board: Jh9dQc7s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 43950
- AI position:0
- AI card:Ks|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.4106|1248.54|829.443|21.776|0.830893|0|0|0|
- after update actions regrets:0|39.4106|1248.54|829.443|21.776|0.830893|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.387927, regret:829.443
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7h|2s|5d|
- mycard:0, range:0.38759
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:0.307028|90.8792|67.8999|41.4552|13.4074|0.0149679|0.029689|0.00665658|
- after update actions regrets:0.307028|90.8792|67.8999|41.4552|13.4074|0.0149679|0.029689|0.00665658|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 4200, probability:0.0616114, regret:13.4074
- total pot:5400
- python rec ai action: raise 4200
- opp action:call
- total pot:9000
- community cards:7h|2s|5d|Jd|
- mycard:0, range:0.0242831
- turn subgame infoset node:165632
- opp action:check
- total pot:9000
- before update actions:l|1|2|n|
- before update actions regrets:197.236|15.8157|0.807562|0.14118|
- mycard range:0.0242831
- update strategy
- iter:12000
- after update actions regrets:1167.29|-1441.13|-7485.14|-15664.8|
- after update actions average regrets:8816.28|2071.84|0|0|
- AI take action:check, probability:0.809773, regret:1167.29
- total pot:9000
- python rec ai action: check
- community cards:7h|2s|5d|Jd|4c|
- mycard:0, range:0.0196624
- opp action:check
- total pot:9000
- before update actions:l|1|2|n|
- before update actions regrets:169.465|9.34178|34.9583|0.235108|
- mycard range:0.0196624
- update strategy
- iter:12000
- after update actions regrets:970.939|-3151.18|-2728.57|-5871.29|
- after update actions average regrets:10006.2|0|48.6207|903.161|
- AI take action:check, probability:0.913206, regret:970.939
- total pot:9000
- python rec ai action: check
- -------------- game: 678 -----------------
- win_money: -4500
- players: Bot, OpenStackTwo
- hand: KsAs, Ah7d
- board: 7h2s5dJd4c
- action_history: 0:r300,1:c/1:r600,0:r4200,1:c/1:c,0:c/1:c,0:c
- total_win: 39450
- AI position:1
- AI card:4c|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1992.89|1.66277|112.993|4.57445|5.37666|22.3668|0.141083|0|
- after update actions regrets:1992.89|1.66277|112.993|4.57445|5.37666|22.3668|0.141083|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.932584, regret:1992.89
- total pot:200
- python rec ai action: check
- community cards:9d|Th|Ad|
- mycard:1, range:0.931255
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.936|0.0431945|0.0204642|0|0|0|0|0|
- after update actions regrets:213.936|0.0431945|0.0204642|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.936
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9d|Th|Ad|3c|
- mycard:1, range:0.930978
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.336|0|0.663656|0|0|
- mycard range:0.930978
- update strategy
- iter:12000
- after update actions regrets:1622.62|-2955.72|-7042.05|-10464.7|-154807|
- after update actions average regrets:10153|0|0|0|0|
- AI take action:check, probability:1, regret:1622.62
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:309.057|-4789.94|-5805.94|-5928.94|-30968.9|
- mycard range:0.930978
- update strategy
- iter:12000
- after update actions regrets:309.057|-8351.94|-8694.94|-10625.9|-42431.9|
- after update actions average regrets:20967|0|0|1.9773|0|
- AI take action:fold, probability:0.999952, regret:309.057
- total pot:400
- python rec ai action: fold
- -------------- game: 679 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4c8h
- board: 9dThAd3c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 39350
- AI position:0
- AI card:5c|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.675714, regret:1444.57
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|8d|Qs|
- mycard:0, range:0.675031
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.913666|210.289|1.9879|0.5472|0.259852|0.00276968|0|0|
- after update actions regrets:0.913666|210.289|1.9879|0.5472|0.259852|0.00276968|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.995261, regret:210.289
- total pot:600
- python rec ai action: raise 200
- -------------- game: 680 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5cTd,
- board: Ks8dQs
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 39550
- AI position:1
- AI card:5s|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1890.89|5.72026|219.984|20.7474|0.307344|2.3547|0|0|
- after update actions regrets:1890.89|5.72026|219.984|20.7474|0.307344|2.3547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.884831, regret:1890.89
- total pot:200
- python rec ai action: check
- community cards:Jh|Ah|2s|
- mycard:1, range:0.883592
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.773|2.68968|0.413629|0.0800149|0.0437545|0|0|0|
- after update actions regrets:210.773|2.68968|0.413629|0.0800149|0.0437545|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.773
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jh|Ah|2s|Td|
- mycard:1, range:0.870267
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:98.7009|112.73|2.56907|0|0|
- mycard range:0.870267
- update strategy
- iter:12000
- after update actions regrets:2644.84|209.87|-431.291|-7962.86|-199298|
- after update actions average regrets:7203.75|2801.67|458.263|22.7261|0|
- AI take action:check, probability:0.687047, regret:2644.84
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jh|Ah|2s|Td|5c|
- mycard:1, range:0.59784
- before update actions:l|1|2|4|n|
- before update actions regrets:1.07944|161.092|51.4534|0.375102|0|
- mycard range:0.59784
- update strategy
- iter:12000
- after update actions regrets:1215.06|588.076|842.437|594.359|-102467|
- after update actions average regrets:2801.68|2083.4|2703|3023.72|0|
- AI take action:raise 200, probability:0.254689, regret:842.437
- total pot:400
- python rec ai action: raise 200
- -------------- game: 681 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 5sJd
- board: JhAh2sTd5c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r200,0:f
- total_win: 39650
- AI position:0
- AI card:Kd|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.733988, regret:1570.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4s|9h|8d|
- mycard:0, range:0.733733
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:144.828|10.0268|25.4131|32.7856|0.946674|0|0|0|
- after update actions regrets:144.828|10.0268|25.4131|32.7856|0.946674|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.682464, regret:144.828
- total pot:400
- python rec ai action: check
- community cards:4s|9h|8d|6c|
- mycard:0, range:0.496565
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.837054|165.555|46.0108|1.59714|0|
- mycard range:0.496565
- update strategy
- iter:12000
- after update actions regrets:-15994|26565.7|4011.18|5993.77|-3.06131e+06|
- after update actions average regrets:402.833|5351.88|1944.82|2781.74|0|
- AI take action:raise 200, probability:0.510689, regret:26565.7
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:4s|9h|8d|6c|8s|
- mycard:0, range:0.253553
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.253553
- update strategy
- iter:12000
- after update actions regrets:2844.98|-78026|-84033|-149442|-906394|
- after update actions average regrets:10574|0|0.0393511|0|0|
- AI take action:check, probability:1, regret:2844.98
- total pot:800
- python rec ai action: check
- -------------- game: 682 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 3hKd, Jh6s
- board: 4s9h8d6c8s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 39250
- AI position:1
- AI card:4s|Ah
- -------------- game: 683 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 4sAh
- board:
- action_history: 0:f
- total_win: 39300
- AI position:0
- AI card:9c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.380908, regret:814.431
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5s|7s|3c|
- mycard:0, range:0.380575
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:35.7072|160.547|14.2284|3.26122|0.256221|0|0|0|
- after update actions regrets:35.7072|160.547|14.2284|3.26122|0.256221|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.754717, regret:160.547
- total pot:600
- python rec ai action: raise 200
- -------------- game: 684 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9c4h,
- board: 5s7s3c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 39500
- AI position:1
- AI card:6h|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.303371, regret:648.989
- total pot:200
- python rec ai action: check
- community cards:Kd|Jd|5s|
- mycard:1, range:0.303266
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.727|0.781226|0.396722|0.0929074|0.00176719|0|0|0|
- after update actions regrets:212.727|0.781226|0.396722|0.0929074|0.00176719|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.727
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|Jd|5s|9c|
- mycard:1, range:0.301462
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.639|0.669601|0.458744|0.232818|0|
- mycard range:0.301462
- update strategy
- iter:12000
- after update actions regrets:1663.42|-1620.55|-3857.76|-6698.99|-285599|
- after update actions average regrets:10346|0|0|0|0|
- AI take action:check, probability:1, regret:1663.42
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|Jd|5s|9c|4s|
- mycard:1, range:0.301462
- before update actions:l|1|2|4|n|
- before update actions regrets:212.703|1.21729|0.0118451|0.0682139|0|
- mycard range:0.301462
- update strategy
- iter:12000
- after update actions regrets:219.506|-8613.98|-10943.2|-11878.1|-40608.2|
- after update actions average regrets:10079|0|0|0|0|
- AI take action:check, probability:1, regret:219.506
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:196.743|-518.487|-3235.63|-4332.43|-12798.4|
- mycard range:0.301462
- update strategy
- iter:12000
- after update actions regrets:196.743|-599.487|-4885.63|-8098.43|-45808.4|
- after update actions average regrets:20025.3|29.746|0|0|0|
- AI take action:fold, probability:0.998554, regret:196.743
- total pot:400
- python rec ai action: fold
- -------------- game: 685 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6hAh
- board: KdJd5s9c4s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 39400
- AI position:0
- AI card:8s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.757604, regret:1619.83
- total pot:300
- python rec ai action: raise 200
- -------------- game: 686 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qd8s,
- board:
- action_history: 0:r200,1:f
- total_win: 39500
- AI position:1
- AI card:4d|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.940626, regret:2012.68
- total pot:400
- python rec ai action: fold
- -------------- game: 687 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qh4d
- board:
- action_history: 0:r300,1:f
- total_win: 39400
- AI position:0
- AI card:4s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.23|0|3.77305|0|
- after update actions regrets:2136.23|0|3.77305|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.23
- total pot:800
- python rec ai action: fold
- -------------- game: 688 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4sQd,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 39200
- AI position:1
- AI card:Kc|5h
- -------------- game: 689 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Kc5h
- board:
- action_history: 0:f
- total_win: 39250
- AI position:0
- AI card:5c|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.22087, regret:472.958
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Jc|6s|6d|
- mycard:0, range:0.221008
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:178.863|7.14824|27.502|0.114846|0.334048|0.0290137|0|0.0089228|
- after update actions regrets:178.863|7.14824|27.502|0.114846|0.334048|0.0290137|0|0.0089228|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.839623, regret:178.863
- total pot:600
- python rec ai action: check
- community cards:Jc|6s|6d|8s|
- mycard:0, range:0.184721
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:177.588|33.5184|2.66448|0.228851|0|
- mycard range:0.184721
- update strategy
- iter:12000
- after update actions regrets:16450.9|1549.83|5746.97|-94898.5|-4.04808e+06|
- after update actions average regrets:8303.66|1174|1264.95|0|0|
- AI take action:check, probability:0.773019, regret:16450.9
- total pot:600
- python rec ai action: check
- community cards:Jc|6s|6d|8s|Ts|
- mycard:0, range:0.142782
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:82.3715|126.567|0.683505|4.22854|0.0807703|0.0692308|
- mycard range:0.142782
- update strategy
- iter:12000
- after update actions regrets:2618.9|5588.1|-11498.8|-15919.2|-30359.4|-150370|
- after update actions average regrets:746.146|10063|0|0|0|0|
- AI take action:call, probability:0.930977, regret:5588.1
- total pot:1800
- python rec ai action: call
- -------------- game: 690 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 5cTd, TcQd
- board: Jc6s6d8sTs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:c
- total_win: 38350
- AI position:1
- AI card:9c|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 691 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2d9c
- board:
- action_history: 0:r300,1:f
- total_win: 38250
- AI position:0
- AI card:Jc|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0561272, regret:120.181
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Ac|9h|4c|
- mycard:0, range:0.0561595
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:21.0751|169.098|15.0099|3.83055|4.98656|0|0|0|
- after update actions regrets:21.0751|169.098|15.0099|3.83055|4.98656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.79717, regret:169.098
- total pot:300
- python rec ai action: raise 100
- -------------- game: 692 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Jc5h,
- board: Ac9h4c
- action_history: 0:c,1:c/1:c,0:r100,1:f
- total_win: 38350
- AI position:1
- AI card:Ks|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966324, regret:2066.93
- total pot:400
- python rec ai action: fold
- -------------- game: 693 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2hKs
- board:
- action_history: 0:r300,1:f
- total_win: 38250
- AI position:0
- AI card:7d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|146.432|1382.63|596.677|13.3509|0.914293|0|0|0|
- after update actions regrets:0|146.432|1382.63|596.677|13.3509|0.914293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.278896, regret:596.677
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0.55775|1925.27|214.174|0|
- after update actions regrets:0.55775|1925.27|214.174|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.899953, regret:1925.27
- total pot:1800
- python rec ai action: call
- community cards:2s|Jd|7s|
- mycard:0, range:0.250843
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:213.674|0.178346|0.0682188|0.0113261|0|0.0622628|0.00578261|
- after update actions regrets:213.674|0.178346|0.0682188|0.0113261|0|0.0622628|0.00578261|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.674
- total pot:1800
- python rec ai action: check
- community cards:2s|Jd|7s|4h|
- mycard:0, range:0.250461
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.235535|150.993|62.7225|0.0492063|0|
- mycard range:0.250461
- update strategy
- iter:12000
- after update actions regrets:198.81|333.568|-1188.7|-3204.38|-35708.4|
- after update actions average regrets:3764.33|7059.55|0|0|0|
- AI take action:check, probability:0.347778, regret:198.81
- total pot:1800
- python rec ai action: check
- community cards:2s|Jd|7s|4h|Jh|
- mycard:0, range:0.0871054
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|3.79393|210.068|0.13856|0|
- mycard range:0.0871054
- update strategy
- iter:12000
- after update actions regrets:-3619.28|246.517|-1253.21|-1853.14|-30113.3|
- after update actions average regrets:0|9942.32|659.119|0|0|
- AI take action:raise 900, probability:0.937836, regret:246.517
- total pot:2700
- python rec ai action: raise 900
- -------------- game: 694 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 8d7d, As9s
- board: 2sJd7s4hJh
- action_history: 0:r300,1:r900,0:c/1:c,0:c/1:c,0:c/1:c,0:r900,1:c
- total_win: 40050
- AI position:1
- AI card:7c|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.671816, regret:1435.5
- total pot:200
- python rec ai action: check
- community cards:4h|5h|8s|
- mycard:1, range:0.670793
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.499|0.461506|0.0231903|0.0159843|0|0|0|0|
- after update actions regrets:213.499|0.461506|0.0231903|0.0159843|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.499
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4h|5h|8s|9s|
- mycard:1, range:0.669223
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:200.914|11.0307|2.04733|0.00829689|0|
- mycard range:0.669223
- update strategy
- iter:12000
- after update actions regrets:1142.58|-2771.3|-1929.28|-3318.32|-185739|
- after update actions average regrets:10408|0|0|0|0|
- AI take action:check, probability:1, regret:1142.58
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4h|5h|8s|9s|8c|
- mycard:1, range:0.669223
- before update actions:l|1|2|4|n|
- before update actions regrets:213.967|0.0331017|0|0|0|
- mycard range:0.669223
- update strategy
- iter:12000
- after update actions regrets:237.141|-4629.79|-6610.83|-5681.83|-12896.8|
- after update actions average regrets:10179|0|0|0|0|
- AI take action:check, probability:1, regret:237.141
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:261.139|116.422|13.7805|62.7805|-2123.22|
- mycard range:0.669223
- update strategy
- iter:12000
- after update actions regrets:317.21|315.492|137.851|138.851|-2904.15|
- after update actions average regrets:10533.7|8587.3|509.682|902.393|0|
- AI take action:fold, probability:0.513029, regret:317.21
- total pot:400
- python rec ai action: fold
- -------------- game: 695 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Kd7c
- board: 4h5h8s9s8c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 39950
- AI position:0
- AI card:Tc|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738541, regret:1579.33
- total pot:300
- python rec ai action: raise 200
- -------------- game: 696 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8hTc,
- board:
- action_history: 0:r200,1:f
- total_win: 40050
- AI position:1
- AI card:9s|2c
- -------------- game: 697 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9s2c
- board:
- action_history: 0:f
- total_win: 40100
- AI position:0
- AI card:9d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.723703, regret:1548.25
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7h|Kd|4h|
- mycard:0, range:0.723481
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.710581|123.119|80.113|9.11355|0.635649|0.120027|0.0742885|0.113547|
- after update actions regrets:0.710581|123.119|80.113|9.11355|0.635649|0.120027|0.0742885|0.113547|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.580189, regret:123.119
- total pot:600
- python rec ai action: raise 200
- -------------- game: 698 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Kh9d,
- board: 7hKd4h
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 40300
- AI position:1
- AI card:5d|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.889565, regret:1901.23
- total pot:600
- python rec ai action: call
- community cards:7s|Js|As|
- mycard:1, range:0.888424
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.057|56.8996|2.63582|0.121234|0.0530737|0.0815669|0.144741|0.00726872|
- after update actions regrets:154.057|56.8996|2.63582|0.121234|0.0530737|0.0815669|0.144741|0.00726872|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.264151, regret:56.8996
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:7s|Js|As|8h|
- mycard:1, range:0.236219
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:99.7005|113.726|0.464386|0.0462671|0.0631548|
- mycard range:0.236219
- update strategy
- iter:12000
- after update actions regrets:-13648.8|22978.2|4861.96|-62430.5|-1.22876e+06|
- after update actions average regrets:685.8|7229.56|2605.86|0|0|
- AI take action:raise 600, probability:0.687233, regret:22978.2
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:7s|Js|As|8h|6h|
- mycard:1, range:0.162316
- before update actions:l|1|2|4|n|
- before update actions regrets:62.4907|151.148|0.361241|0|0|
- mycard range:0.162316
- update strategy
- iter:12000
- after update actions regrets:7190.49|-35901.9|-464535|-463445|-599019|
- after update actions average regrets:10476|0|0|0|0|
- AI take action:check, probability:1, regret:7190.49
- total pot:2400
- python rec ai action: check
- -------------- game: 699 -----------------
- win_money: 1200
- players: OpenStackTwo, Bot
- hand: Jc9c, Ah5d
- board: 7sJsAs8h6h
- action_history: 0:r300,1:c/1:r300,0:c/1:r600,0:c/1:c,0:c
- total_win: 41500
- AI position:0
- AI card:Ac|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.799439, regret:1710.22
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:82.0908|1786.51|271.397|0|
- after update actions regrets:82.0908|1786.51|271.397|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.83497, regret:1786.51
- total pot:1200
- python rec ai action: call
- community cards:Td|9s|Qh|
- mycard:0, range:0.667159
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.737|0.142296|0.0927256|0.00135028|0|0.0266084|0|
- after update actions regrets:213.737|0.142296|0.0927256|0.00135028|0|0.0266084|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.737
- total pot:2400
- python rec ai action: fold
- -------------- game: 700 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Ac4h,
- board: Td9sQh
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 40900
- AI position:1
- AI card:7d|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:909.181|15.1844|852.709|272.084|87.7198|2.03814|1.08399|0|
- after update actions regrets:909.181|15.1844|852.709|272.084|87.7198|2.03814|1.08399|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.398503, regret:852.709
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qd|Qc|7c|
- mycard:1, range:0.398462
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:203.125|10.135|0.598958|0.10352|0.02767|0.00702104|0.00251765|0|
- after update actions regrets:203.125|10.135|0.598958|0.10352|0.02767|0.00702104|0.00251765|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.953052, regret:203.125
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qd|Qc|7c|6h|
- mycard:1, range:0.378214
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:49.6428|125.225|39.1321|0|0|
- mycard range:0.378214
- update strategy
- iter:12000
- after update actions regrets:952.964|901.546|3437.45|2175.32|-129832|
- after update actions average regrets:2302.27|1731.51|3358.29|2506.34|0|
- AI take action:raise 300, probability:0.174901, regret:901.546
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:94.7937|1758.7|860.483|-5764.68|
- mycard range:0.378214
- update strategy
- iter:12000
- after update actions regrets:-741.376|2221.53|-1065.69|-16341.8|
- after update actions average regrets:2991.46|14666.6|3224.66|0|
- AI take action:call, probability:0.702361, regret:2221.53
- total pot:3600
- python rec ai action: call
- community cards:Qd|Qc|7c|6h|Jc|
- mycard:1, range:0.0464663
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0464663
- update strategy
- iter:12000
- after update actions regrets:260.894|-6632.11|-17165.1|-29277.1|-59277.1|
- after update actions average regrets:10278|0|0|0|0|
- AI take action:check, probability:1, regret:260.894
- total pot:3600
- python rec ai action: check
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:551.284|-1713.14|-13064.2|-17536|-15193|
- mycard range:0.0464663
- update strategy
- iter:12000
- after update actions regrets:551.284|-3451.14|-26846.2|-31945|-29008|
- after update actions average regrets:19413.4|1340.65|0|0|0|
- AI take action:fold, probability:0.935431, regret:551.284
- total pot:7200
- python rec ai action: fold
- -------------- game: 701 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: , 7dKd
- board: QdQc7c6hJc
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r300,0:r1500,1:c/1:c,0:r3600,1:f
- total_win: 39100
- AI position:0
- AI card:5s|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.22087, regret:472.958
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ac|6d|Jh|
- mycard:0, range:0.221008
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:148.387|63.0665|1.92117|0.520043|0.105469|0|0|0|
- after update actions regrets:148.387|63.0665|1.92117|0.520043|0.105469|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.698113, regret:148.387
- total pot:600
- python rec ai action: check
- community cards:Ac|6d|Jh|Ks|
- mycard:0, range:0.153246
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.192|0.528526|0.051388|0.227868|0|
- mycard range:0.153246
- update strategy
- iter:12000
- after update actions regrets:36564.6|-12545.1|8287.41|-71873.4|-1.78898e+06|
- after update actions average regrets:6834.1|1683.66|2173.33|266.973|0|
- AI take action:check, probability:0.623768, regret:36564.6
- total pot:600
- python rec ai action: check
- community cards:Ac|6d|Jh|Ks|6s|
- mycard:0, range:0.0955736
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:97.2138|73.4114|41.4481|1.92669|0|
- mycard range:0.0955736
- update strategy
- iter:12000
- after update actions regrets:11561.1|9563.33|533.362|-13694.2|-493239|
- after update actions average regrets:5012.44|4483.42|207.17|1248.35|0|
- AI take action:raise 300, probability:0.409406, regret:9563.33
- total pot:900
- python rec ai action: raise 300
- -------------- game: 702 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Th5s,
- board: Ac6dJhKs6s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r300,1:f
- total_win: 39400
- AI position:1
- AI card:8d|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.84761|1639.09|3.32994|9.4043|461.98|16.3467|0|0|0|
- after update actions regrets:9.84761|1639.09|3.32994|9.4043|461.98|16.3467|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.766963, regret:1639.09
- total pot:600
- python rec ai action: call
- community cards:9s|Ks|4s|
- mycard:1, range:0.765931
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.915|1.06978|0.0153583|0|0|0|0|0|
- after update actions regrets:212.915|1.06978|0.0153583|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.915
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9s|Ks|4s|Th|
- mycard:1, range:0.762047
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:165.876|47.5057|0.36173|0.256864|0|
- mycard range:0.762047
- update strategy
- iter:12000
- after update actions regrets:11569.9|3745.56|-25682.6|-95536.7|-1.32144e+06|
- after update actions average regrets:7589.67|2624.31|0|0|0|
- AI take action:check, probability:0.743073, regret:11569.9
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:5984.1|5367.6|-11924.1|-18605.3|-165418|
- mycard range:0.762047
- update strategy
- iter:12000
- after update actions regrets:7854.04|5506.54|-29558.1|-17070.4|-233339|
- after update actions average regrets:11798.2|8528.73|492.071|203.914|0|
- AI take action:call, probability:0.40569, regret:5506.54
- total pot:1800
- python rec ai action: call
- community cards:9s|Ks|4s|Th|Kd|
- mycard:1, range:0.229721
- before update actions:l|1|2|4|n|
- before update actions regrets:213.991|0.00894517|0|0|0|
- mycard range:0.229721
- update strategy
- iter:12000
- after update actions regrets:1206.26|-33986.7|-138587|-306114|-849855|
- after update actions average regrets:10559|0|0|0|0|
- AI take action:check, probability:1, regret:1206.26
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:3131.17|-283.9|-18257.9|-23195.9|-61629.1|
- mycard range:0.229721
- update strategy
- iter:12000
- after update actions regrets:61.2034|5528.14|-22528.8|-29582.8|-127722|
- after update actions average regrets:10623.5|10631.5|0|0|0|
- AI take action:fold, probability:0.499812, regret:61.2034
- total pot:3600
- python rec ai action: fold
- -------------- game: 703 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , Td8d
- board: 9sKs4sThKd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:r1800,1:f
- total_win: 38500
- AI position:0
- AI card:Qd|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.753508, regret:1611.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|2c|Ts|
- mycard:0, range:0.752894
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2.64125|156.213|36.5375|17.7735|0.83477|0|0|0|
- after update actions regrets:2.64125|156.213|36.5375|17.7735|0.83477|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.170616, regret:36.5375
- total pot:800
- python rec ai action: raise 400
- -------------- game: 704 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7hQd,
- board: Ks2cTs
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 38700
- AI position:1
- AI card:8s|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.875994, regret:1872.71
- total pot:600
- python rec ai action: call
- community cards:Ac|Qc|2s|
- mycard:1, range:0.875099
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:190.559|18.0664|2.68242|2.54112|0.151185|0|0|0|
- after update actions regrets:190.559|18.0664|2.68242|2.54112|0.151185|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.896226, regret:190.559
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|Qc|2s|4d|
- mycard:1, range:0.779242
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:17.2534|166.097|29.2399|1.40977|0|
- mycard range:0.779242
- update strategy
- iter:12000
- after update actions regrets:5815.42|-61996.7|-96253.6|-127679|-1.41553e+06|
- after update actions average regrets:10790.9|2.47648|0.498743|0|0|
- AI take action:check, probability:0.999815, regret:5815.42
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|Qc|2s|4d|2h|
- mycard:1, range:0.779028
- before update actions:l|1|2|4|n|
- before update actions regrets:211.728|2.1652|0.0126186|0.0937042|0|
- mycard range:0.779028
- update strategy
- iter:12000
- after update actions regrets:823.292|-83539.3|-100862|-152873|-791725|
- after update actions average regrets:10403|0|0|0|0|
- AI take action:check, probability:1, regret:823.292
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3023.3|-410.613|-10005.2|-21496.1|-139386|
- mycard range:0.779028
- update strategy
- iter:12000
- after update actions regrets:3023.3|-6421.61|-16262.2|-48106.1|-217326|
- after update actions average regrets:17966.7|2847.43|0|0|0|
- AI take action:fold, probability:0.86321, regret:3023.3
- total pot:1200
- python rec ai action: fold
- -------------- game: 705 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 8sKc
- board: AcQc2s4d2h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 38400
- AI position:0
- AI card:As|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.55
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1292.37|847.629|0|
- after update actions regrets:0|1292.37|847.629|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.604021, regret:1292.37
- total pot:1200
- python rec ai action: call
- community cards:9s|Jh|Ah|
- mycard:0, range:0.347546
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:129.43|71.7795|8.75043|3.33999|0.60558|0.0943317|0|
- after update actions regrets:129.43|71.7795|8.75043|3.33999|0.60558|0.0943317|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.611374, regret:129.43
- total pot:1200
- python rec ai action: check
- community cards:9s|Jh|Ah|Qh|
- mycard:0, range:0.2102
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:9.13108|34.402|158.142|12.3253|0|
- mycard range:0.2102
- update strategy
- iter:12000
- after update actions regrets:-446.842|334.429|-436.831|-1045.65|-15633|
- after update actions average regrets:1629.12|8532.09|723.318|0|0|
- AI take action:raise 600, probability:0.783903, regret:334.429
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:9s|Jh|Ah|Qh|Ac|
- mycard:0, range:0.16477
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|70.6537|88.9083|53.844|0.594001|
- mycard range:0.16477
- update strategy
- iter:12000
- after update actions regrets:-39630.1|187.51|253.764|-3871.3|-15904.5|
- after update actions average regrets:0|10336|587.956|0|0|
- AI take action:raise 1200, probability:0.94626, regret:187.51
- total pot:3600
- python rec ai action: raise 1200
- -------------- game: 706 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: AsQd,
- board: 9sJhAhQhAc
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:r1200,1:f
- total_win: 39600
- AI position:1
- AI card:Qc|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.464419, regret:992.429
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8d|9d|Td|
- mycard:1, range:0.463752
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:113.442|98.9552|0.463572|0.731617|0.403183|0.00411837|0|0|
- after update actions regrets:113.442|98.9552|0.463572|0.731617|0.403183|0.00411837|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.535545, regret:113.442
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8d|9d|Td|5d|
- mycard:1, range:0.245837
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:5.33795|180.622|4.62944|23.4104|0|
- mycard range:0.245837
- update strategy
- iter:12000
- after update actions regrets:1495.3|1969.59|-587.405|-7312.62|-284435|
- after update actions average regrets:6246.49|3785.92|545.501|0|0|
- AI take action:check, probability:0.590582, regret:1495.3
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8d|9d|Td|5d|4d|
- mycard:1, range:0.145172
- before update actions:l|1|2|4|n|
- before update actions regrets:148.986|0.589658|63.9326|0.491382|0|
- mycard range:0.145172
- update strategy
- iter:12000
- after update actions regrets:2068.37|-2996.02|213.32|-20710.1|-155860|
- after update actions average regrets:7094.24|440.093|2581.84|0|0|
- AI take action:check, probability:0.701335, regret:2068.37
- total pot:600
- python rec ai action: check
- -------------- game: 707 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 3h9h, QcKd
- board: 8d9dTd5d4d
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 39900
- AI position:0
- AI card:6c|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|5c|8h|
- mycard:0, range:0.737699
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:4.45183|174.27|30.918|2.47902|1.78705|0.0939306|0|0|
- after update actions regrets:4.45183|174.27|30.918|2.47902|1.78705|0.0939306|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.824645, regret:174.27
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:2s|5c|8h|Qc|
- mycard:0, range:0.600743
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:1.31618|62.1002|149.214|1.36956|0|
- mycard range:0.600743
- update strategy
- iter:12000
- after update actions regrets:7837.37|21739.1|30665.3|15268.4|-2.31534e+06|
- after update actions average regrets:5489.51|3809.43|1074.36|334.994|0|
- AI take action:raise 800, probability:0.100318, regret:30665.3
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 708 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Jh6c,
- board: 2s5c8hQc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 40300
- AI position:1
- AI card:8s|Th
- -------------- game: 709 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8sTh
- board:
- action_history: 0:f
- total_win: 40350
- AI position:0
- AI card:Qs|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.270941, regret:579.796
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5h|2s|8c|
- mycard:0, range:0.270933
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.015|0.455547|0.039913|0.278074|0.200811|0.010515|0|0|
- after update actions regrets:213.015|0.455547|0.039913|0.278074|0.200811|0.010515|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.015
- total pot:600
- python rec ai action: check
- community cards:5h|2s|8c|5s|
- mycard:0, range:0.269686
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:4.07658|209.578|0.2337|0.0732189|0.0388889|
- mycard range:0.269686
- update strategy
- iter:12000
- after update actions regrets:-7738.17|8663.33|-51856|-201940|-4.46455e+06|
- after update actions average regrets:0|10933|0|0|0|
- AI take action:raise 300, probability:1, regret:8663.33
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:12297.3|-5421.98|-8822.64|-490270|
- mycard range:0.269686
- update strategy
- iter:12000
- after update actions regrets:12297.3|-23481|-39407.6|-607969|
- after update actions average regrets:17700.6|2779.47|1227.62|0|
- AI take action:fold, probability:0.815443, regret:12297.3
- total pot:2400
- python rec ai action: fold
- -------------- game: 710 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2dQs,
- board: 5h2s8c5s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:r1500,0:f
- total_win: 39750
- AI position:1
- AI card:Ad|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:610.192|12.0583|778.203|416.227|159.037|163.66|0.622506|0|
- after update actions regrets:610.192|12.0583|778.203|416.227|159.037|163.66|0.622506|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.363891, regret:778.203
- total pot:400
- python rec ai action: raise 300
- -------------- game: 711 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , AdTh
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 39850
- AI position:0
- AI card:6d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:982.008|1000.54|157.448|0|
- after update actions regrets:982.008|1000.54|157.448|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.459093, regret:982.008
- total pot:800
- python rec ai action: fold
- -------------- game: 712 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6dKh,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 39650
- AI position:1
- AI card:Ac|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.890501, regret:1903.05
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 713 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QdAc
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 39950
- AI position:0
- AI card:Js|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.565482, regret:1209.43
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5d|6d|Jc|
- mycard:0, range:0.565156
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:69.1068|124.882|15.0622|4.76098|0.0746893|0.0133091|0|0.100429|
- after update actions regrets:69.1068|124.882|15.0622|4.76098|0.0746893|0.0133091|0|0.100429|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.325472, regret:69.1068
- total pot:400
- python rec ai action: check
- community cards:5d|6d|Jc|3c|
- mycard:0, range:0.182505
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.792177|68.1018|139.023|6.06027|0.0224972|
- mycard range:0.182505
- update strategy
- iter:12000
- after update actions regrets:-108249|21637.5|7225.42|-35773.5|-2.71819e+06|
- after update actions average regrets:0|8997.36|1495.15|321.878|0|
- AI take action:raise 200, probability:0.832054, regret:21637.5
- total pot:600
- python rec ai action: raise 200
- -------------- game: 714 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: JsAh,
- board: 5d6dJc3c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 40150
- AI position:1
- AI card:Js|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.429307, regret:917.715
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ks|9h|Jh|
- mycard:1, range:0.428839
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:148.69|40.5985|24.6622|0.0497477|0|0|0|0|
- after update actions regrets:148.69|40.5985|24.6622|0.0497477|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.698113, regret:148.69
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|9h|Jh|7h|
- mycard:1, range:0.297962
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:36.2599|89.7294|88.0107|0|0|
- mycard range:0.297962
- update strategy
- iter:12000
- after update actions regrets:2591.76|2073.04|-1085.68|-7328.57|-216710|
- after update actions average regrets:6740.56|3048.61|668.789|40.8526|0|
- AI take action:check, probability:0.642149, regret:2591.76
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|9h|Jh|7h|8s|
- mycard:1, range:0.191301
- before update actions:l|1|2|4|n|
- before update actions regrets:1.34715|212.653|0|0|0|
- mycard range:0.191301
- update strategy
- iter:12000
- after update actions regrets:674.793|140.572|-6250.55|-16721.1|-111898|
- after update actions average regrets:8969.47|1634.33|0|0|0|
- AI take action:check, probability:0.845893, regret:674.793
- total pot:600
- python rec ai action: check
- -------------- game: 715 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: Ac7s, JsAh
- board: Ks9hJh7h8s
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 40450
- AI position:0
- AI card:7c|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|2s|5s|
- mycard:0, range:0.598868
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:148.966|38.3757|14.4884|11.7385|0.430954|0|0|0|
- after update actions regrets:148.966|38.3757|14.4884|11.7385|0.430954|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.0521327, regret:11.7385
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 716 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4d7c,
- board: 3h2s5s
- action_history: 0:r200,1:c/1:c,0:r800,1:f
- total_win: 40650
- AI position:1
- AI card:2s|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 717 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s7d
- board:
- action_history: 0:r300,1:f
- total_win: 40550
- AI position:0
- AI card:Ts|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.201123, regret:430.347
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|1910.84|229.165|0|
- after update actions regrets:0|1910.84|229.165|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.892941, regret:1910.84
- total pot:1800
- python rec ai action: call
- community cards:4h|9h|8h|
- mycard:0, range:0.179562
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:28.7613|47.6313|137.178|0.249578|0.114511|0.0468547|0.0186551|
- after update actions regrets:28.7613|47.6313|137.178|0.249578|0.114511|0.0468547|0.0186551|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 1800, probability:0.646226, regret:137.178
- total pot:3600
- python rec ai action: raise 1800
- -------------- game: 718 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: JcTs,
- board: 4h9h8h
- action_history: 0:r300,1:r900,0:c/1:c,0:r1800,1:f
- total_win: 41450
- AI position:1
- AI card:Td|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 719 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5hTd
- board:
- action_history: 0:r300,1:f
- total_win: 41350
- AI position:0
- AI card:Td|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.332086, regret:710.366
- total pot:400
- python rec ai action: raise 300
- -------------- game: 720 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: TdKd,
- board:
- action_history: 0:r300,1:f
- total_win: 41450
- AI position:1
- AI card:6h|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.697707, regret:1491.3
- total pot:600
- python rec ai action: call
- community cards:Tc|5h|Ts|
- mycard:1, range:0.696868
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.449|1.36506|0.0986645|0.0330146|0.00637329|0.0240516|0.0240516|0|
- after update actions regrets:212.449|1.36506|0.0986645|0.0330146|0.00637329|0.0240516|0.0240516|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.449
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|5h|Ts|6s|
- mycard:1, range:0.691817
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:16.431|196.864|0.563352|0.141826|0|
- mycard range:0.691817
- update strategy
- iter:12000
- after update actions regrets:12156.8|11878.3|14501|-32890.5|-1.25316e+06|
- after update actions average regrets:2704.08|4743.44|2404.23|5.33227|0|
- AI take action:raise 600, probability:0.243912, regret:14501
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 721 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6h7h
- board: Tc5hTs6s
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 41750
- AI position:0
- AI card:2s|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.225444, regret:482.462
- total pot:400
- python rec ai action: raise 300
- -------------- game: 722 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 2sKh,
- board:
- action_history: 0:r300,1:f
- total_win: 41850
- AI position:1
- AI card:As|4c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1592.44|9.57699|413.34|98.7948|18.8751|4.21433|2.7611|0|
- after update actions regrets:1592.44|9.57699|413.34|98.7948|18.8751|4.21433|2.7611|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.193352, regret:413.34
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:6h|5d|Js|
- mycard:1, range:0.193149
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.02|2.5376|0.431011|0.0118468|0|0|0|0|
- after update actions regrets:211.02|2.5376|0.431011|0.0118468|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.02
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|5d|Js|Kc|
- mycard:1, range:0.190459
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.403|0.567297|0|0.0295111|0|
- mycard range:0.190459
- update strategy
- iter:12000
- after update actions regrets:1488.58|198.746|2187.18|2696.21|-155244|
- after update actions average regrets:4905.56|1140|2474|1921.41|0|
- AI take action:raise 1200, probability:0.184004, regret:2696.21
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 723 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , As4c
- board: 6h5dJsKc
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r1200,0:f
- total_win: 42150
- AI position:0
- AI card:9d|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.877341, regret:1874.7
- total pot:150
- python rec ai action: fold
- -------------- game: 724 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 9d2h,
- board:
- action_history: 0:f
- total_win: 42100
- AI position:1
- AI card:8s|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 725 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8s2d
- board:
- action_history: 0:r300,1:f
- total_win: 42000
- AI position:0
- AI card:4h|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.240524, regret:514.85
- total pot:400
- python rec ai action: raise 300
- -------------- game: 726 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4h7h,
- board:
- action_history: 0:r300,1:f
- total_win: 42100
- AI position:1
- AI card:8c|3d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 727 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8c3d
- board:
- action_history: 0:r300,1:f
- total_win: 42000
- AI position:0
- AI card:2c|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.596819, regret:1276.41
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Td|4d|9d|
- mycard:0, range:0.596451
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:186.387|0.27078|3.61752|11.9689|11.4523|0.1|0.203668|0|
- after update actions regrets:186.387|0.27078|3.61752|11.9689|11.4523|0.1|0.203668|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.881517, regret:186.387
- total pot:400
- python rec ai action: check
- community cards:Td|4d|9d|Ks|
- mycard:0, range:0.519489
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:112.822|2.39861|98.7795|0|0|
- mycard range:0.519489
- update strategy
- iter:12000
- after update actions regrets:-58622.1|372.467|-33337.2|-115363|-5.24395e+06|
- after update actions average regrets:0|10926|0|0|0|
- AI take action:raise 200, probability:1, regret:372.467
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Td|4d|9d|Ks|Kc|
- mycard:0, range:0.519489
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:30.3196|13.5817|169.954|0.144743|0|
- mycard range:0.519489
- update strategy
- iter:12000
- after update actions regrets:-25333.3|19217.9|10821.3|23167.5|-279339|
- after update actions average regrets:315.156|4046.3|3075.29|3418.16|0|
- AI take action:raise 800, probability:0.283306, regret:10821.3
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 728 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: 6c2c, 9sQc
- board: Td4d9dKsKc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r800,1:c
- total_win: 40800
- AI position:1
- AI card:9s|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.83536, regret:1786.01
- total pot:600
- python rec ai action: call
- community cards:8d|Qh|2s|
- mycard:1, range:0.834583
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201.132|9.55873|2.74045|0.453107|0|0|0|0.115945|
- after update actions regrets:201.132|9.55873|2.74045|0.453107|0|0|0|0.115945|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.948113, regret:201.132
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8d|Qh|2s|6d|
- mycard:1, range:0.784398
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.673|0.0949885|0.201295|0.0306198|0|
- mycard range:0.784398
- update strategy
- iter:12000
- after update actions regrets:7896.16|11872.6|12043.7|-19696.5|-1.00168e+06|
- after update actions average regrets:5100.27|3038.85|2205.14|74.048|0|
- AI take action:check, probability:0.489584, regret:7896.16
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8d|Qh|2s|6d|9c|
- mycard:1, range:0.384001
- before update actions:l|1|2|4|n|
- before update actions regrets:1.06168|101.665|108.749|2.52436|0|
- mycard range:0.384001
- update strategy
- iter:12000
- after update actions regrets:-9980.61|-8128|5565.08|-6597.15|-1.1095e+06|
- after update actions average regrets:0|25.5692|10119.8|223.243|0|
- AI take action:raise 600, probability:0.976078, regret:5565.08
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 729 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Kd9s
- board: 8dQh2s6d9c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:f
- total_win: 41100
- AI position:0
- AI card:5c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|5s|Jd|
- mycard:0, range:0.794211
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:141.533|55.1054|16.7479|0.233228|0.352959|0|0|0.0276236|
- after update actions regrets:141.533|55.1054|16.7479|0.233228|0.352959|0|0|0.0276236|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.665094, regret:141.533
- total pot:400
- python rec ai action: check
- community cards:Ad|5s|Jd|Ac|
- mycard:0, range:0.525267
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.395|0.298245|0.227763|0.0788221|0|
- mycard range:0.525267
- update strategy
- iter:12000
- after update actions regrets:13160.8|14501.7|-10818.4|-189363|-4.87888e+06|
- after update actions average regrets:5404.03|3833.5|1616.07|0|0|
- AI take action:raise 200, probability:0.353174, regret:14501.7
- total pot:600
- python rec ai action: raise 200
- -------------- game: 730 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Qh5c,
- board: Ad5sJdAc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 41300
- AI position:1
- AI card:7s|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.832475, regret:1779.9
- total pot:600
- python rec ai action: call
- community cards:Jh|Js|7c|
- mycard:1, range:0.831728
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.23|1.15613|0.373328|0.0802711|0.0685458|0|0.0798669|0.0121312|
- after update actions regrets:212.23|1.15613|0.373328|0.0802711|0.0685458|0|0.0798669|0.0121312|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.23
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.824869|212.549|0.154306|0.191668|0.280311|
- after update actions regrets:0.824869|212.549|0.154306|0.191668|0.280311|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:1, regret:212.549
- total pot:1800
- python rec ai action: call
- community cards:Jh|Js|7c|6c|
- mycard:1, range:0.819254
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:211.945|1.91727|0|0.0560377|0.0812399|
- mycard range:0.819254
- update strategy
- iter:12000
- after update actions regrets:5601.03|-27256.8|-39242.7|-173723|-1.54165e+06|
- after update actions average regrets:10404.1|215.224|0|0|0|
- AI take action:check, probability:0.979753, regret:5601.03
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Jh|Js|7c|6c|Qh|
- mycard:1, range:0.80265
- before update actions:l|1|2|4|n|
- before update actions regrets:116.673|97.2721|0.0546192|0|0|
- mycard range:0.80265
- update strategy
- iter:12000
- after update actions regrets:1612.99|925.584|-11979.6|-46852.7|-178827|
- after update actions average regrets:6340.88|4128.33|36.722|0|0|
- AI take action:check, probability:0.60358, regret:1612.99
- total pot:1800
- python rec ai action: check
- -------------- game: 731 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 8h6s, 8c7s
- board: JhJs7c6cQh
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 42200
- AI position:0
- AI card:7d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|146.432|1382.63|596.677|13.3509|0.914293|0|0|0|
- after update actions regrets:0|146.432|1382.63|596.677|13.3509|0.914293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.646701, regret:1382.63
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1988.08|151.915|0|
- after update actions regrets:0|1988.08|151.915|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.929406, regret:1988.08
- total pot:1200
- python rec ai action: call
- community cards:5c|4c|9c|
- mycard:0, range:0.600222
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.939|0.0299756|0.0309911|0|0|0|0|
- after update actions regrets:213.939|0.0299756|0.0309911|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.939
- total pot:2400
- python rec ai action: fold
- -------------- game: 732 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 7d8d,
- board: 5c4c9c
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 41600
- AI position:1
- AI card:3c|8h
- -------------- game: 733 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3c8h
- board:
- action_history: 0:f
- total_win: 41650
- AI position:0
- AI card:5s|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.63
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Tc|7d|Ah|
- mycard:0, range:0.73768
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:185.306|26.1132|2.58079|0|0|0|0|0|
- after update actions regrets:185.306|26.1132|2.58079|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.868545, regret:185.306
- total pot:800
- python rec ai action: fold
- -------------- game: 734 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5sQs,
- board: Tc7dAh
- action_history: 0:r200,1:c/1:r400,0:f
- total_win: 41450
- AI position:1
- AI card:4h|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.80692|1580.89|3.42259|9.13412|530.411|8.60952|0|0.180386|0.547895|
- after update actions regrets:6.80692|1580.89|3.42259|9.13412|530.411|8.60952|0|0.180386|0.547895|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.7397, regret:1580.89
- total pot:600
- python rec ai action: call
- community cards:Ad|8c|9c|
- mycard:1, range:0.738733
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:194.93|18.2634|0.326494|0.210526|0.145307|0.063343|0|0.0612903|
- after update actions regrets:194.93|18.2634|0.326494|0.210526|0.145307|0.063343|0|0.0612903|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0849057, regret:18.2634
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Ad|8c|9c|4s|
- mycard:1, range:0.0630458
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:9.12193|109.695|45.4397|49.6628|0.0805584|
- mycard range:0.0630458
- update strategy
- iter:12000
- after update actions regrets:-16115.2|36422.4|26310.9|16148.4|-450286|
- after update actions average regrets:2093.68|3694.47|2712.3|1708.69|0|
- AI take action:raise 600, probability:0.361908, regret:36422.4
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:Ad|8c|9c|4s|8d|
- mycard:1, range:0.0228149
- before update actions:l|1|2|4|n|
- before update actions regrets:145.014|61.1514|7.68905|0.0998559|0.0456274|
- mycard range:0.0228149
- update strategy
- iter:12000
- after update actions regrets:8979.97|-69733.9|-392074|-568527|-3.37702e+06|
- after update actions average regrets:10197.7|49.8005|0|0|0|
- AI take action:check, probability:0.995218, regret:8979.97
- total pot:2400
- python rec ai action: check
- opp action:raise 2400
- total pot:4800
- before update actions:d|l|1|2|n|
- before update actions regrets:-101049|336.759|-133410|-194234|-347464|
- mycard range:0.0228149
- update strategy
- iter:12000
- after update actions regrets:-230165|336.759|-155933|-391457|-723278|
- after update actions average regrets:0|21248|0|0|0|
- AI take action:call, probability:1, regret:336.759
- total pot:7200
- python rec ai action: call
- -------------- game: 735 -----------------
- win_money: -3600
- players: OpenStackTwo, Bot
- hand: AcTd, 4hAh
- board: Ad8c9c4s8d
- action_history: 0:r300,1:c/1:r300,0:c/1:r600,0:c/1:c,0:r2400,1:c
- total_win: 37850
- AI position:0
- AI card:Qs|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54
- total pot:300
- python rec ai action: raise 200
- -------------- game: 736 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4cQs,
- board:
- action_history: 0:r200,1:f
- total_win: 37950
- AI position:1
- AI card:2c|5c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1329.41|4.87225|416.877|211.157|85.7068|91.6576|0.316575|0|
- after update actions regrets:1329.41|4.87225|416.877|211.157|85.7068|91.6576|0.316575|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.039794, regret:85.7068
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 737 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 2c5c
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 38050
- AI position:0
- AI card:Th|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.632834, regret:1353.51
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|Ts|8d|
- mycard:0, range:0.632479
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:13.4427|186.295|6.14645|7.89168|0.0804665|0.0229881|0.0156221|0.104692|
- after update actions regrets:13.4427|186.295|6.14645|7.89168|0.0804665|0.0229881|0.0156221|0.104692|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.0613208, regret:13.4427
- total pot:400
- python rec ai action: check
- community cards:9d|Ts|8d|5c|
- mycard:0, range:0.0397299
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:55.1137|65.7088|92.9898|0.106956|0.0807615|
- mycard range:0.0397299
- update strategy
- iter:12000
- after update actions regrets:-8331.64|30612|1292.23|-38447.7|-3.71764e+06|
- after update actions average regrets:1558.16|8056.47|1035.23|0.14543|0|
- AI take action:raise 200, probability:0.756503, regret:30612
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:9d|Ts|8d|5c|Td|
- mycard:0, range:0.0300547
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|2.84816|96.6975|114.454|0|
- mycard range:0.0300547
- update strategy
- iter:12000
- after update actions regrets:-784910|-53954.1|-48819.3|7090.48|-1.31197e+06|
- after update actions average regrets:0|0|27.9328|10763.4|0|
- AI take action:raise 1600, probability:1, regret:7090.48
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 738 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: ThKh,
- board: 9dTs8d5cTd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r1600,1:f
- total_win: 38450
- AI position:1
- AI card:As|6c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.587465, regret:1256.29
- total pot:200
- python rec ai action: check
- community cards:3d|2d|Ah|
- mycard:1, range:0.587049
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.353|57.1745|2.04061|0.231818|0.10425|0.0136727|0.0243367|0.0576011|
- after update actions regrets:154.353|57.1745|2.04061|0.231818|0.10425|0.0136727|0.0243367|0.0576011|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.267606, regret:57.1745
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:3d|2d|Ah|6h|
- mycard:1, range:0.156842
- turn subgame infoset node:4057280
- before update actions:l|1|2|4|n|
- before update actions regrets:14.3763|35.2875|47.7079|116.628|0|
- mycard range:0.156842
- update strategy
- iter:12000
- after update actions regrets:3040.17|4938.08|2732.5|978.423|-63600.2|
- after update actions average regrets:3601.65|3298.09|2587.1|793.002|0|
- AI take action:raise 400, probability:0.251678, regret:2732.5
- total pot:800
- python rec ai action: raise 400
- -------------- game: 739 -----------------
- win_money: 200
- players: OpenStackTwo, Bot
- hand: , 6cAs
- board: 3d2dAh6h
- action_history: 0:c,1:c/1:r100,0:c/1:r400,0:f
- total_win: 38650
- AI position:0
- AI card:8d|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.215622, regret:461.855
- total pot:400
- python rec ai action: raise 300
- -------------- game: 740 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8dTh,
- board:
- action_history: 0:r300,1:f
- total_win: 38750
- AI position:1
- AI card:3s|6s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:820.612|1070.32|0.201744|0.241804|234.95|13.6768|0|0|0|
- after update actions regrets:820.612|1070.32|0.201744|0.241804|234.95|13.6768|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.500702, regret:1070.32
- total pot:600
- python rec ai action: call
- community cards:5d|Jc|Ac|
- mycard:1, range:0.500149
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.078|1.71941|1.19697|0.00605019|0|0|0|0|
- after update actions regrets:211.078|1.71941|1.19697|0.00605019|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.078
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5d|Jc|Ac|Ad|
- mycard:1, range:0.493318
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.225|0.704425|0.0195855|0.0513113|0|
- mycard range:0.493318
- update strategy
- iter:12000
- after update actions regrets:7263.78|868.263|-16145.4|-10473.4|-1.29873e+06|
- after update actions average regrets:10415.9|232.123|0|0|0|
- AI take action:check, probability:0.97821, regret:7263.78
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:1752.64|-35346.3|-27335.3|-43427.3|-217974|
- mycard range:0.493318
- update strategy
- iter:12000
- after update actions regrets:1752.64|-53445.3|-43385.3|-55386.3|-273740|
- after update actions average regrets:21708|0|0|0|0|
- AI take action:fold, probability:1, regret:1752.64
- total pot:1200
- python rec ai action: fold
- -------------- game: 741 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 6s3s
- board: 5dJcAcAd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 38450
- AI position:0
- AI card:7s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|111.836|1255.9|761.315|10.8997|0.0532512|0|0|0|
- after update actions regrets:0|111.836|1255.9|761.315|10.8997|0.0532512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.356107, regret:761.315
- total pot:400
- python rec ai action: raise 300
- -------------- game: 742 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7sAs,
- board:
- action_history: 0:r300,1:f
- total_win: 38550
- AI position:1
- AI card:6h|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:18.7937|1839.15|2.13715|5.87727|264.002|10.0393|0|0|0|
- after update actions regrets:18.7937|1839.15|2.13715|5.87727|264.002|10.0393|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.86015, regret:1839.15
- total pot:600
- python rec ai action: call
- community cards:Td|3c|Kd|
- mycard:1, range:0.859416
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.084|1.4245|0.131527|0.0617455|0.0839074|0.0414305|0.0582882|0.114777|
- after update actions regrets:212.084|1.4245|0.131527|0.0617455|0.0839074|0.0414305|0.0582882|0.114777|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.084
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Td|3c|Kd|4c|
- mycard:1, range:0.851721
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:26.3037|186.495|1.0849|0.0165505|0.1|
- mycard range:0.851721
- update strategy
- iter:12000
- after update actions regrets:19632.1|3332.26|-21301.2|-80207.2|-1.05153e+06|
- after update actions average regrets:8825.37|1229.39|348.133|0|0|
- AI take action:check, probability:0.848395, regret:19632.1
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Td|3c|Kd|4c|3s|
- mycard:1, range:0.722564
- before update actions:l|1|2|4|n|
- before update actions regrets:65.6272|147.437|0.93552|0|0|
- mycard range:0.722564
- update strategy
- iter:12000
- after update actions regrets:4696.16|9540.62|-10641.8|-69126.8|-847310|
- after update actions average regrets:3884.91|5356.25|701.958|0|0|
- AI take action:raise 300, probability:0.538779, regret:9540.62
- total pot:900
- python rec ai action: raise 300
- -------------- game: 743 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6hTh
- board: Td3cKd4c3s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 38850
- AI position:0
- AI card:Kc|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:982.008|1000.54|157.448|0|
- after update actions regrets:982.008|1000.54|157.448|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.467508, regret:1000.54
- total pot:1200
- python rec ai action: call
- community cards:7d|Th|4s|
- mycard:0, range:0.36016
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.947|0.0526718|0|0|0|0|0|
- after update actions regrets:213.947|0.0526718|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.947
- total pot:2400
- python rec ai action: fold
- -------------- game: 744 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 6dKc,
- board: 7dTh4s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 38250
- AI position:1
- AI card:5s|7s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:13.6376|1434.09|1.80702|8.53372|644.729|37.2038|0|0|0|
- after update actions regrets:13.6376|1434.09|1.80702|8.53372|644.729|37.2038|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.671034, regret:1434.09
- total pot:600
- python rec ai action: call
- community cards:5h|Kd|6h|
- mycard:1, range:0.670135
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:172.588|35.2382|5.97076|0.168654|0.0148513|0|0.0159553|0.00406342|
- after update actions regrets:172.588|35.2382|5.97076|0.168654|0.0148513|0|0.0159553|0.00406342|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.811321, regret:172.588
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|Kd|6h|6d|
- mycard:1, range:0.540453
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:140.374|73.57|0.0550188|0.000996241|0|
- mycard range:0.540453
- update strategy
- iter:12000
- after update actions regrets:13575.5|2377.91|-66332.6|-183583|-2.49338e+06|
- after update actions average regrets:9649.02|1046.94|0|0|0|
- AI take action:check, probability:0.902197, regret:13575.5
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|Kd|6h|6d|Td|
- mycard:1, range:0.487552
- before update actions:l|1|2|4|n|
- before update actions regrets:47.567|166.372|0.0384989|0.0225094|0|
- mycard range:0.487552
- update strategy
- iter:12000
- after update actions regrets:5589.67|-6430.52|-74423.9|-117740|-551356|
- after update actions average regrets:10346.3|91.0941|0|0|0|
- AI take action:check, probability:0.991281, regret:5589.67
- total pot:600
- python rec ai action: check
- -------------- game: 745 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 8cTc, 5s7s
- board: 5hKd6h6dTd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 37950
- AI position:0
- AI card:6c|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.740879, regret:1584.4
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:40.7661|1896.87|202.368|0|
- after update actions regrets:40.7661|1896.87|202.368|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.88681, regret:1896.87
- total pot:1200
- python rec ai action: call
- community cards:9c|Th|4d|
- mycard:0, range:0.656255
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:28.0444|58.8961|80.6922|46.3511|0.0162855|0|0|
- after update actions regrets:28.0444|58.8961|80.6922|46.3511|0.0162855|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.132075, regret:28.0444
- total pot:1200
- python rec ai action: check
- community cards:9c|Th|4d|9d|
- mycard:0, range:0.0860012
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.947|0.0217054|0.0140727|0.0171139|0|
- mycard range:0.0860012
- update strategy
- iter:12000
- after update actions regrets:307.868|34.9425|39.9348|-1148.06|-26180.1|
- after update actions average regrets:6711.71|2574.36|1346.24|0.017199|0|
- AI take action:check, probability:0.631267, regret:307.868
- total pot:1200
- python rec ai action: check
- community cards:9c|Th|4d|9d|3d|
- mycard:0, range:0.0542887
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:210.342|0.582069|0|2.82562|0.250636|0|
- mycard range:0.0542887
- update strategy
- iter:12000
- after update actions regrets:225.231|-45.5282|101.89|-113.285|-837.86|-2967.11|
- after update actions average regrets:6988.81|239.886|3289.63|183.836|0|0|
- AI take action:fold, probability:0.653145, regret:225.231
- total pot:2400
- python rec ai action: fold
- -------------- game: 746 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Ad6c,
- board: 9cTh4d9d3d
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:c,0:c/1:r1200,0:f
- total_win: 37350
- AI position:1
- AI card:2s|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.822264, regret:1758.86
- total pot:600
- python rec ai action: call
- community cards:Jh|4h|9h|
- mycard:1, range:0.821898
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.568|21.0926|0.310378|0.00656333|0.0226097|0|0|0|
- after update actions regrets:192.568|21.0926|0.310378|0.00656333|0.0226097|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0985915, regret:21.0926
- total pot:900
- python rec ai action: raise 300
- -------------- game: 747 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ah2s
- board: Jh4h9h
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 37650
- AI position:0
- AI card:9h|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.367166, regret:785.61
- total pot:400
- python rec ai action: raise 300
- -------------- game: 748 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ah9h,
- board:
- action_history: 0:r300,1:f
- total_win: 37750
- AI position:1
- AI card:7s|9s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:13.2246|1544.01|2.37366|8.3375|548.722|23.3351|0|0|0|
- after update actions regrets:13.2246|1544.01|2.37366|8.3375|548.722|23.3351|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.72217, regret:1544.01
- total pot:600
- python rec ai action: call
- community cards:Kd|4d|7c|
- mycard:1, range:0.721499
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.299|24.1663|1.35466|0.101702|0.0269086|0.0146838|0|0.0372099|
- after update actions regrets:188.299|24.1663|1.35466|0.101702|0.0269086|0.0146838|0|0.0372099|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.112676, regret:24.1663
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kd|4d|7c|5d|
- mycard:1, range:0.0814763
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:176.831|37.1223|0.0463802|0|0|
- mycard range:0.0814763
- update strategy
- iter:12000
- after update actions regrets:9456.69|-11897|-41797.1|-155971|-2.4941e+06|
- after update actions average regrets:10387.7|143.093|0|0|0|
- AI take action:check, probability:0.98642, regret:9456.69
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:Kd|4d|7c|5d|Qd|
- mycard:1, range:0.0803692
- before update actions:l|1|2|4|n|
- before update actions regrets:213.91|0.0559149|0.0336241|0|0|
- mycard range:0.0803692
- update strategy
- iter:12000
- after update actions regrets:1844.05|-14888.8|-64144.8|-154145|-529366|
- after update actions average regrets:10451|0|0|0|0|
- AI take action:check, probability:1, regret:1844.05
- total pot:1200
- python rec ai action: check
- -------------- game: 749 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: 8c6c, 7s9s
- board: Kd4d7c5dQd
- action_history: 0:r300,1:c/1:r300,0:c/1:c,0:c/1:c,0:c
- total_win: 37150
- AI position:0
- AI card:8d|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.337857, regret:722.452
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3s|Kd|9d|
- mycard:0, range:0.337595
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.243|0.266716|0.0556016|0.0383468|0.342596|0|0|0.0536585|
- after update actions regrets:213.243|0.266716|0.0556016|0.0383468|0.342596|0|0|0.0536585|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.243
- total pot:600
- python rec ai action: check
- community cards:3s|Kd|9d|8s|
- mycard:0, range:0.3364
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.103207|213.763|0.0355938|0.0934577|0.00495868|0|
- mycard range:0.3364
- update strategy
- iter:12000
- after update actions regrets:-585.532|10191.1|18028.4|-5019.54|-50065.6|-1.18378e+06|
- after update actions average regrets:130.831|6659.71|3412.6|362.797|0|0|
- AI take action:call, probability:0.630408, regret:10191.1
- total pot:1800
- python rec ai action: call
- community cards:3s|Kd|9d|8s|Js|
- mycard:0, range:0.212033
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:8.70878|205.168|0.0785549|0.0441964|0|0|
- mycard range:0.212033
- update strategy
- iter:12000
- after update actions regrets:2444.36|-24419.2|-60507.3|-120515|-169215|-136291|
- after update actions average regrets:10602.6|142.542|0|0|0|0|
- AI take action:fold, probability:0.986783, regret:2444.36
- total pot:3600
- python rec ai action: fold
- -------------- game: 750 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 8dAh,
- board: 3sKd9d8sJs
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:r1800,0:f
- total_win: 36250
- AI position:1
- AI card:5c|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:551.227|1483.04|0.0531949|0.0744228|97.8811|7.72903|0|0|0|
- after update actions regrets:551.227|1483.04|0.0531949|0.0744228|97.8811|7.72903|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.693639, regret:1483.04
- total pot:600
- python rec ai action: call
- community cards:8h|6h|9h|
- mycard:1, range:0.693007
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.888|12.8854|0.22667|0|0|0|0|0|
- after update actions regrets:200.888|12.8854|0.22667|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.888
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8h|6h|9h|Kh|
- mycard:1, range:0.650546
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.313|1.26465|0.245774|0.176156|0|
- mycard range:0.650546
- update strategy
- iter:12000
- after update actions regrets:9981.13|-57945.9|-148755|-191375|-2.19957e+06|
- after update actions average regrets:10320.9|438.687|0|0|0|
- AI take action:check, probability:0.959286, regret:9981.13
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8h|6h|9h|Kh|2s|
- mycard:1, range:0.624022
- before update actions:l|1|2|4|n|
- before update actions regrets:213.623|0.346752|0|0.0305759|0|
- mycard range:0.624022
- update strategy
- iter:12000
- after update actions regrets:4030.41|-68294.9|-148387|-216418|-553941|
- after update actions average regrets:10585|0|0|0|0|
- AI take action:check, probability:1, regret:4030.41
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3431.57|953.307|-4998.93|5018.87|-228196|
- mycard range:0.624022
- update strategy
- iter:12000
- after update actions regrets:7003.41|6998.15|1873.91|238.71|-450979|
- after update actions average regrets:8354.7|8376.48|183.601|3811.62|0|
- AI take action:fold, probability:0.403108, regret:7003.41
- total pot:1200
- python rec ai action: fold
- -------------- game: 751 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Kd5c
- board: 8h6h9hKh2s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 35950
- AI position:0
- AI card:7s|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.715154, regret:1529.43
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ac|Tc|5d|
- mycard:0, range:0.714688
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:136.34|76.8216|0.707984|0.0412455|0.0887404|0|0|0|
- after update actions regrets:136.34|76.8216|0.707984|0.0412455|0.0887404|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.358491, regret:76.8216
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ac|Tc|5d|9s|
- mycard:0, range:0.256558
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:28.2951|0.157892|169.234|16.3129|0|
- mycard range:0.256558
- update strategy
- iter:12000
- after update actions regrets:32998.7|-29784.5|-26031.4|-119004|-1.50408e+06|
- after update actions average regrets:9041.83|1752.86|172.799|0|0|
- AI take action:check, probability:0.824533, regret:32998.7
- total pot:800
- python rec ai action: check
- community cards:Ac|Tc|5d|9s|5h|
- mycard:0, range:0.211512
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:110.049|31.6051|70.7676|1.57807|0|
- mycard range:0.211512
- update strategy
- iter:12000
- after update actions regrets:13859.7|-72972.7|-83624.6|-44789.8|-760963|
- after update actions average regrets:9822.12|66.607|150.413|907.94|0|
- AI take action:check, probability:0.897396, regret:13859.7
- total pot:800
- python rec ai action: check
- -------------- game: 752 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 7s6h, TsJh
- board: AcTc5d9s5h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 35550
- AI position:1
- AI card:3c|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.753156, regret:1611.36
- total pot:400
- python rec ai action: fold
- -------------- game: 753 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3cKd
- board:
- action_history: 0:r300,1:f
- total_win: 35450
- AI position:0
- AI card:2d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.651706, regret:1394.22
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Tc|8h|Ts|
- mycard:0, range:0.651505
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.988|16.527|0.325335|0.0499247|0.00383315|0|0.00439684|0.101713|
- after update actions regrets:196.988|16.527|0.325335|0.0499247|0.00383315|0|0.00439684|0.101713|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.988
- total pot:400
- python rec ai action: check
- community cards:Tc|8h|Ts|9s|
- mycard:0, range:0.599713
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:198.693|15.2046|0.0369833|0.0651385|0|
- mycard range:0.599713
- update strategy
- iter:12000
- after update actions regrets:5031.23|-23286.3|-94539.4|-231429|-3.09105e+06|
- after update actions average regrets:10632|0|0|0|0|
- AI take action:check, probability:1, regret:5031.23
- total pot:400
- python rec ai action: check
- community cards:Tc|8h|Ts|9s|3d|
- mycard:0, range:0.599713
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:131.964|81.7468|0|0.289596|0|0|
- mycard range:0.599713
- update strategy
- iter:12000
- after update actions regrets:-52482.2|4174.63|-33111.1|-60779.8|-50080.1|-266647|
- after update actions average regrets:0|10739|0|0|0|0|
- AI take action:call, probability:1, regret:4174.63
- total pot:1200
- python rec ai action: call
- -------------- game: 754 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 8d2d, 4cJh
- board: Tc8hTs9s3d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 36050
- AI position:1
- AI card:Qs|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.0305388|5.05588|23.1233|1956.88|152.278|0.0599932|0.383428|2.19157|
- after update actions regrets:0|0.0305388|5.05588|23.1233|1956.88|152.278|0.0599932|0.383428|2.19157|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.914874, regret:1956.88
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 755 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QsQh
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 36350
- AI position:0
- AI card:3d|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.281104, regret:601.27
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kh|Td|8d|
- mycard:0, range:0.280967
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.978|22.7101|10.1157|0.0258393|0.0527076|0.00247525|0.0249175|0.0904087|
- after update actions regrets:180.978|22.7101|10.1157|0.0258393|0.0527076|0.00247525|0.0249175|0.0904087|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.849057, regret:180.978
- total pot:600
- python rec ai action: check
- community cards:Kh|Td|8d|Ts|
- mycard:0, range:0.237612
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:35.5123|178.206|0.281312|0|0|
- mycard range:0.237612
- update strategy
- iter:12000
- after update actions regrets:38148.1|-19695.2|-9380.16|-83963.4|-3.19955e+06|
- after update actions average regrets:6857.53|2844.56|1097.15|0|0|
- AI take action:check, probability:0.635025, regret:38148.1
- total pot:600
- python rec ai action: check
- community cards:Kh|Td|8d|Ts|Kd|
- mycard:0, range:0.150884
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0495017|205.683|7.49614|0.771333|0|
- mycard range:0.150884
- update strategy
- iter:12000
- after update actions regrets:-306744|6511.31|5177.12|8227.4|-3.16922e+06|
- after update actions average regrets:0|1228.08|3077.97|6331.3|0|
- AI take action:raise 600, probability:0.2893, regret:5177.12
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 756 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: 3dAd, Ac5d
- board: KhTd8dTsKd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 37250
- AI position:1
- AI card:Jc|2d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.989705, regret:2115.62
- total pot:200
- python rec ai action: check
- community cards:8c|Ts|4d|
- mycard:1, range:0.988609
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:197.326|13.2106|3.01896|0.433078|0.0110685|0|0|0|
- after update actions regrets:197.326|13.2106|3.01896|0.433078|0.0110685|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924883, regret:197.326
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8c|Ts|4d|7h|
- mycard:1, range:0.911582
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:2.9017|58.6007|147.489|5.00904|0|
- mycard range:0.911582
- update strategy
- iter:12000
- after update actions regrets:682.673|-2734.63|-2808.74|-3221.22|-194467|
- after update actions average regrets:10241|0|0|0|0|
- AI take action:check, probability:1, regret:682.673
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8c|Ts|4d|7h|6s|
- mycard:1, range:0.911582
- before update actions:l|1|2|4|n|
- before update actions regrets:36.8152|115|56.2608|5.92362|0|
- mycard range:0.911582
- update strategy
- iter:12000
- after update actions regrets:301.703|206.382|155.642|-1247.69|-36188.6|
- after update actions average regrets:7037.25|1372.29|1985.91|0|0|
- AI take action:raise 200, probability:0.190976, regret:155.642
- total pot:400
- python rec ai action: raise 200
- -------------- game: 757 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 2dJc
- board: 8cTs4d7h6s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r200,0:f
- total_win: 37350
- AI position:0
- AI card:5c|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.607394, regret:1298.43
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1463.33|676.671|0|0|
- after update actions regrets:1463.33|676.671|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.683964, regret:1463.33
- total pot:800
- python rec ai action: fold
- -------------- game: 758 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5c3h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 37150
- AI position:1
- AI card:2d|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966324, regret:2066.93
- total pot:400
- python rec ai action: fold
- -------------- game: 759 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2dKh
- board:
- action_history: 0:r300,1:f
- total_win: 37050
- AI position:0
- AI card:Kc|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656996, regret:1404.99
- total pot:300
- python rec ai action: raise 200
- -------------- game: 760 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: JdKc,
- board:
- action_history: 0:r200,1:f
- total_win: 37150
- AI position:1
- AI card:Th|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:434.443|18.5815|1065.58|441.077|141.483|38.8394|0|0|
- after update actions regrets:434.443|18.5815|1065.58|441.077|141.483|38.8394|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.203088, regret:434.443
- total pot:200
- python rec ai action: check
- community cards:Js|8c|8s|
- mycard:1, range:0.203011
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.581|2.20782|0.165043|0.0462608|0|0|0|0|
- after update actions regrets:211.581|2.20782|0.165043|0.0462608|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.581
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Js|8c|8s|Ts|
- mycard:1, range:0.200716
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:140.64|73.3531|0.00658905|0|0|
- mycard range:0.200716
- update strategy
- iter:12000
- after update actions regrets:1060.61|-4164.68|-5486.03|-11471|-173728|
- after update actions average regrets:10235|0|0|0|0|
- AI take action:check, probability:1, regret:1060.61
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Js|8c|8s|Ts|Qc|
- mycard:1, range:0.200716
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.200716
- update strategy
- iter:12000
- after update actions regrets:300.12|-900.88|-5583.88|-8378.88|-29327.9|
- after update actions average regrets:10532|0|0|0|0|
- AI take action:check, probability:1, regret:300.12
- total pot:200
- python rec ai action: check
- -------------- game: 761 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: 7dKc, ThKh
- board: Js8c8sTsQc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 37250
- AI position:0
- AI card:5s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.577|1452.13|549.814|8.07874|0.403074|0|0|0|
- after update actions regrets:0|129.577|1452.13|549.814|8.07874|0.403074|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.256782, regret:549.814
- total pot:400
- python rec ai action: raise 300
- -------------- game: 762 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ks5s,
- board:
- action_history: 0:r300,1:f
- total_win: 37350
- AI position:1
- AI card:9s|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.777345|1401.99|5.60506|17.526|691.211|18.7451|0.527675|0.546322|3.07269|
- after update actions regrets:0.777345|1401.99|5.60506|17.526|691.211|18.7451|0.527675|0.546322|3.07269|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.323653, regret:691.211
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:8c|8h|4h|
- mycard:1, range:0.322996
- before update actions:l|1|2|4|8|n|
- before update actions regrets:192.464|16.6454|4.42325|0.274115|0.16331|0.0297488|
- after update actions regrets:192.464|16.6454|4.42325|0.274115|0.16331|0.0297488|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.90566, regret:192.464
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:8c|8h|4h|6d|
- mycard:1, range:0.290491
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:211.575|1.63491|0.608259|0.159607|0.0219072|
- mycard range:0.290491
- update strategy
- iter:12000
- after update actions regrets:-58467.4|25310.7|62104.6|85377.2|-602968|
- after update actions average regrets:1262.92|2295.88|1944.05|4997.71|0|
- AI take action:raise 1500, probability:0.218613, regret:25310.7
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:8c|8h|4h|6d|Jd|
- mycard:1, range:0.0635139
- before update actions:l|1|2|4|n|
- before update actions regrets:211.042|2.9148|0.0432831|0|0|
- mycard range:0.0635139
- update strategy
- iter:12000
- after update actions regrets:-125114|38991.4|34717.5|-302330|-839588|
- after update actions average regrets:0|6887.8|3690.44|0|0|
- AI take action:raise 3000, probability:0.65113, regret:38991.4
- total pot:9000
- python rec ai action: raise 3000
- -------------- game: 763 -----------------
- win_money: 3000
- players: OpenStackTwo, Bot
- hand: , 9c9s
- board: 8c8h4h6dJd
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:r1500,0:c/1:r3000,0:f
- total_win: 40350
- AI position:0
- AI card:8h|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.654|1548.01|444.94|6.39756|0|0|0|0|
- after update actions regrets:0|140.654|1548.01|444.94|6.39756|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.724041, regret:1548.01
- total pot:300
- python rec ai action: raise 200
- -------------- game: 764 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8hQh,
- board:
- action_history: 0:r200,1:f
- total_win: 40450
- AI position:1
- AI card:2s|2c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:555.104|14.136|981.547|483.864|104.655|0.694289|0|0|
- after update actions regrets:555.104|14.136|981.547|483.864|104.655|0.694289|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.25971, regret:555.104
- total pot:200
- python rec ai action: check
- community cards:6c|5s|9h|
- mycard:1, range:0.259394
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.658|1.04557|1.20208|1.09385|0|0|0|0|
- after update actions regrets:210.658|1.04557|1.20208|1.09385|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.658
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.655|0.0299354|0.315515|0|0|
- after update actions regrets:213.655|0.0299354|0.315515|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.655
- total pot:400
- python rec ai action: fold
- -------------- game: 765 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s2c
- board: 6c5s9h
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 40350
- AI position:0
- AI card:5c|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.408|1428.33|566.805|11.0879|0.365185|0|0|0|
- after update actions regrets:0|133.408|1428.33|566.805|11.0879|0.365185|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.667914, regret:1428.33
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|Td|8s|
- mycard:0, range:0.667446
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:6.3405|187.32|11.1629|6.24582|2.93113|0|0|0|
- after update actions regrets:6.3405|187.32|11.1629|6.24582|2.93113|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.882075, regret:187.32
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:2d|Td|8s|9d|
- mycard:0, range:0.584232
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0|0|0.1|0|
- mycard range:0.584232
- update strategy
- iter:12000
- after update actions regrets:35039.6|8079.7|-5143.3|13936.8|-3.0572e+06|
- after update actions average regrets:7036.32|1014.51|1649.83|1115.5|0|
- AI take action:check, probability:0.650638, regret:35039.6
- total pot:800
- python rec ai action: check
- community cards:2d|Td|8s|9d|Th|
- mycard:0, range:0.380065
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:111.09|31.4696|71.4407|0|0|
- mycard range:0.380065
- update strategy
- iter:12000
- after update actions regrets:2751.73|-12069.9|-20476.9|-26455.4|-685845|
- after update actions average regrets:10709.7|0|0|87.7259|0|
- AI take action:check, probability:0.991941, regret:2751.73
- total pot:800
- python rec ai action: check
- -------------- game: 766 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 6c5c, 2hKd
- board: 2dTd8s9dTh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 39950
- AI position:1
- AI card:8s|9h
- -------------- game: 767 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8s9h
- board:
- action_history: 0:f
- total_win: 40000
- AI position:0
- AI card:Qs|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.159027, regret:340.43
- total pot:400
- python rec ai action: raise 300
- -------------- game: 768 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5cQs,
- board:
- action_history: 0:r300,1:f
- total_win: 40100
- AI position:1
- AI card:2s|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 769 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s4d
- board:
- action_history: 0:r300,1:f
- total_win: 40000
- AI position:0
- AI card:4s|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625351, regret:1337.26
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|9d|8c|
- mycard:0, range:0.624888
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:140.641|59.048|9.52079|4.77879|0.0110264|0|0|0|
- after update actions regrets:140.641|59.048|9.52079|4.77879|0.0110264|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.660377, regret:140.641
- total pot:400
- python rec ai action: check
- community cards:9s|9d|8c|Ah|
- mycard:0, range:0.410678
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.314303|179.986|30.7164|2.98295|0|
- mycard range:0.410678
- update strategy
- iter:12000
- after update actions regrets:7206.26|7101.93|-25048.3|-69038.1|-6.51588e+06|
- after update actions average regrets:3339.06|7603.37|39.6685|0|0|
- AI take action:check, probability:0.304071, regret:7206.26
- total pot:400
- python rec ai action: check
- community cards:9s|9d|8c|Ah|Kd|
- mycard:0, range:0.124865
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:135.298|55.6984|21.4118|1.59161|0|
- mycard range:0.124865
- update strategy
- iter:12000
- after update actions regrets:3356.38|-16375.2|-20051.5|-69573.3|-5.52271e+06|
- after update actions average regrets:10399.9|179.84|346.879|0|0|
- AI take action:check, probability:0.951941, regret:3356.38
- total pot:400
- python rec ai action: check
- -------------- game: 770 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4sTh, 3cKh
- board: 9s9d8cAhKd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 39800
- AI position:1
- AI card:7d|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 771 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7d4h
- board:
- action_history: 0:r300,1:f
- total_win: 39700
- AI position:0
- AI card:8d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0360318, regret:77.6677
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:5d|8c|4s|
- mycard:0, range:0.0362933
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.109781|162.831|39.8207|11.0479|0.140333|0.0268846|0.00841186|0.0150598|
- after update actions regrets:0.109781|162.831|39.8207|11.0479|0.140333|0.0268846|0.00841186|0.0150598|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.764151, regret:162.831
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:5d|8c|4s|Kd|
- mycard:0, range:0.0276153
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:57.711|22.8001|133.454|0.0347864|0|
- mycard range:0.0276153
- update strategy
- iter:12000
- after update actions regrets:-15578.1|-557.027|17351.6|-40343.8|-1.71325e+06|
- after update actions average regrets:83.7342|2667.67|7687.02|89.7942|0|
- AI take action:raise 400, probability:0.730287, regret:17351.6
- total pot:800
- python rec ai action: raise 400
- -------------- game: 772 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8dQh,
- board: 5d8c4sKd
- action_history: 0:c,1:c/1:c,0:r100,1:c/1:c,0:r400,1:f
- total_win: 39900
- AI position:1
- AI card:5c|Qc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1298.74|12.386|578.632|185.6|58.3845|5.50194|0.750178|0|
- after update actions regrets:1298.74|12.386|578.632|185.6|58.3845|5.50194|0.750178|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.0866105, regret:185.6
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:4s|3h|3s|
- mycard:1, range:0.0867292
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:114.63|0.497839|98.8338|0.0318329|0|0.00640618|0|
- after update actions regrets:114.63|0.497839|98.8338|0.0318329|0|0.00640618|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 1000, probability:0.462264, regret:98.8338
- total pot:2000
- python rec ai action: raise 1000
- -------------- game: 773 -----------------
- win_money: 500
- players: OpenStackTwo, Bot
- hand: , 5cQc
- board: 4s3h3s
- action_history: 0:c,1:r500,0:c/1:r1000,0:f
- total_win: 40400
- AI position:0
- AI card:3s|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769878, regret:1646.19
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ts|2s|Kc|
- mycard:0, range:0.769247
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.798|0.575127|0.588248|0.0388883|0|0|0|0|
- after update actions regrets:212.798|0.575127|0.588248|0.0388883|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.798
- total pot:400
- python rec ai action: check
- community cards:Ts|2s|Kc|5s|
- mycard:0, range:0.764925
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.897|0.0947861|0|0.00848538|0|
- mycard range:0.764925
- update strategy
- iter:12000
- after update actions regrets:26139.7|1858.91|25132.8|6409.82|-2.37452e+06|
- after update actions average regrets:3143.3|1818.61|3428.7|2573.65|0|
- AI take action:check, probability:0.286718, regret:26139.7
- total pot:400
- python rec ai action: check
- community cards:Ts|2s|Kc|5s|Jh|
- mycard:0, range:0.219293
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.219293
- update strategy
- iter:12000
- after update actions regrets:2416.8|-66943.2|-82050.2|-183373|-699477|
- after update actions average regrets:10986|0|0|0|0|
- AI take action:check, probability:1, regret:2416.8
- total pot:400
- python rec ai action: check
- -------------- game: 774 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3sAd, 5h8c
- board: Ts2sKc5sJh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 40200
- AI position:1
- AI card:7c|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1539.1|7.68586|425.212|104.594|24.0099|39.3972|0|0|
- after update actions regrets:1539.1|7.68586|425.212|104.594|24.0099|39.3972|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.0182413, regret:39.3972
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 775 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Th7c
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 40300
- AI position:0
- AI card:8s|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.6319|1556.74|506.626|0|0|0|0|0|
- after update actions regrets:0|76.6319|1556.74|506.626|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.727783, regret:1556.74
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:378.754|1461.08|300.162|0|
- after update actions regrets:378.754|1461.08|300.162|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.140252, regret:300.162
- total pot:2400
- python rec ai action: raise 1800
- opp action:call
- total pot:3600
- community cards:4d|Qh|2s|
- mycard:0, range:0.102034
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|8|n|
- before update actions regrets:2.06647|121.074|81.1507|9.67958|0.0293478|0|
- after update actions regrets:2.06647|121.074|81.1507|9.67958|0.0293478|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1800, probability:0.568075, regret:121.074
- total pot:5400
- python rec ai action: raise 1800
- -------------- game: 776 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 8sKh,
- board: 4dQh2s
- action_history: 0:r200,1:r600,0:r1800,1:c/1:c,0:r1800,1:f
- total_win: 42100
- AI position:1
- AI card:Js|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805335, regret:1721.24
- total pot:600
- python rec ai action: call
- community cards:Jc|Th|9c|
- mycard:1, range:0.804318
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:155.328|58.197|0.237633|0.157321|0.0211854|0.029941|0.0291681|0|
- after update actions regrets:155.328|58.197|0.237633|0.157321|0.0211854|0.029941|0.0291681|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.7277, regret:155.328
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jc|Th|9c|8h|
- mycard:1, range:0.583798
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:89.7382|124.105|0.06144|0.0955929|0|
- mycard range:0.583798
- update strategy
- iter:12000
- after update actions regrets:7208.65|9667.02|-10331.4|-63564|-1.42264e+06|
- after update actions average regrets:6918|3758.75|0.645025|0|0|
- AI take action:raise 300, probability:0.352004, regret:9667.02
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Jc|Th|9c|8h|7d|
- mycard:1, range:0.205514
- before update actions:l|1|2|4|n|
- before update actions regrets:130.782|26.6401|43.8948|12.6833|0|
- mycard range:0.205514
- update strategy
- iter:12000
- after update actions regrets:5792.67|3891.53|10174.8|-127815|-4.74498e+06|
- after update actions average regrets:5604.63|2538.69|2050.04|0|0|
- AI take action:check, probability:0.549843, regret:5792.67
- total pot:1200
- python rec ai action: check
- -------------- game: 777 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: 4h5h, JsTc
- board: JcTh9c8h7d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 42100
- AI position:0
- AI card:8d|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623772, regret:1333.97
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1808.54|331.458|0|
- after update actions regrets:0|1808.54|331.458|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.845255, regret:1808.54
- total pot:1200
- python rec ai action: call
- community cards:Th|3c|4h|
- mycard:0, range:0.5268
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:211.084|2.91579|0|0|0|0|0|
- after update actions regrets:211.084|2.91579|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.99061, regret:211.084
- total pot:2400
- python rec ai action: fold
- -------------- game: 778 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Ah8d,
- board: Th3c4h
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 41500
- AI position:1
- AI card:Qs|4c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.940626, regret:2012.68
- total pot:400
- python rec ai action: fold
- -------------- game: 779 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4cQs
- board:
- action_history: 0:r300,1:f
- total_win: 41400
- AI position:0
- AI card:8c|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.292797, regret:626.645
- total pot:400
- python rec ai action: raise 300
- -------------- game: 780 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8h8c,
- board:
- action_history: 0:r300,1:f
- total_win: 41500
- AI position:1
- AI card:9d|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2090.04|0.0620251|2.96926|0|0.0983135|46.2103|0.619044|0|
- after update actions regrets:2090.04|0.0620251|2.96926|0|0.0983135|46.2103|0.619044|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.977549, regret:2090.04
- total pot:200
- python rec ai action: check
- community cards:Td|2c|Ks|
- mycard:1, range:0.976655
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.092|21.849|0.0587174|0|0|0|0|0|
- after update actions regrets:192.092|21.849|0.0587174|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.901408, regret:192.092
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Td|2c|Ks|7d|
- mycard:1, range:0.876672
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:157.465|56.5352|0|0|0|
- mycard range:0.876672
- update strategy
- iter:12000
- after update actions regrets:1938.25|586.324|254.788|229.788|-122721|
- after update actions average regrets:9289.03|181.139|568.891|137.532|0|
- AI take action:check, probability:0.912924, regret:1938.25
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Td|2c|Ks|7d|6h|
- mycard:1, range:0.800212
- before update actions:l|1|2|4|n|
- before update actions regrets:213.815|0.0924747|0.0922018|0|0|
- mycard range:0.800212
- update strategy
- iter:12000
- after update actions regrets:762.357|-4013.37|-10887.4|-15001.5|-60027.5|
- after update actions average regrets:9900.62|122.755|0|0|0|
- AI take action:check, probability:0.987827, regret:762.357
- total pot:200
- python rec ai action: check
- -------------- game: 781 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: 4cAh, 9d2h
- board: Td2cKs7d6h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 41600
- AI position:0
- AI card:3s|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.266|1500.56|486.757|7.41741|0|0|0|0|
- after update actions regrets:0|145.266|1500.56|486.757|7.41741|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.70159, regret:1500.56
- total pot:300
- python rec ai action: raise 200
- -------------- game: 782 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qs3s,
- board:
- action_history: 0:r200,1:f
- total_win: 41700
- AI position:1
- AI card:2s|Ks
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1348.06|9.40623|488.985|210.357|64.4577|17.9817|0.749485|0|
- after update actions regrets:1348.06|9.40623|488.985|210.357|64.4577|17.9817|0.749485|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.228464, regret:488.985
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Tc|Jd|9h|
- mycard:1, range:0.228498
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.183|4.56228|2.69283|0.562138|0|0|0|0|
- after update actions regrets:206.183|4.56228|2.69283|0.562138|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.183
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|Jd|9h|Js|
- mycard:1, range:0.220151
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.871|0.129306|0|0|0|
- mycard range:0.220151
- update strategy
- iter:12000
- after update actions regrets:739.935|1192.19|514.064|-6468.94|-229140|
- after update actions average regrets:2195.44|7381.75|1121.91|0|0|
- AI take action:check, probability:0.205198, regret:739.935
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|Jd|9h|Js|Jh|
- mycard:1, range:0.0451747
- before update actions:l|1|2|4|n|
- before update actions regrets:206.239|6.81193|0.945071|0|0.00360536|
- mycard range:0.0451747
- update strategy
- iter:12000
- after update actions regrets:209.324|-8022.1|-9147.97|-14752.9|-71311.9|
- after update actions average regrets:10765|0|0|0|0|
- AI take action:check, probability:1, regret:209.324
- total pot:600
- python rec ai action: check
- -------------- game: 783 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 4s5d, 2sKs
- board: TcJd9hJsJh
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 42000
- AI position:0
- AI card:8d|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599626, regret:1282.05
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5c|9h|6s|
- mycard:0, range:0.599088
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.60939|116.139|75.8334|16.9399|3.47766|0.0003276|0|0|
- after update actions regrets:1.60939|116.139|75.8334|16.9399|3.47766|0.0003276|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.35545, regret:75.8334
- total pot:800
- python rec ai action: raise 400
- -------------- game: 784 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ad8d,
- board: 5c9h6s
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 42200
- AI position:1
- AI card:5s|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.889565, regret:1901.23
- total pot:600
- python rec ai action: call
- community cards:3h|6d|Kd|
- mycard:1, range:0.888424
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.858|2.76815|0.274159|0.0826354|0.0117135|0|0|0.00483878|
- after update actions regrets:210.858|2.76815|0.274159|0.0826354|0.0117135|0|0|0.00483878|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.858
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:202.802|10.4727|0.620994|0.0672776|0.0370955|
- after update actions regrets:202.802|10.4727|0.620994|0.0672776|0.0370955|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.95283, regret:202.802
- total pot:1200
- python rec ai action: fold
- -------------- game: 785 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Ac5s
- board: 3h6dKd
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 41900
- AI position:0
- AI card:4s|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.380908, regret:814.431
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|5h|Qd|
- mycard:0, range:0.380575
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:84.2243|78.778|41.3639|9.51117|0.12271|0|0|0|
- after update actions regrets:84.2243|78.778|41.3639|9.51117|0.12271|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.367925, regret:78.778
- total pot:600
- python rec ai action: raise 200
- -------------- game: 786 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4s9d,
- board: 3s5hQd
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 42100
- AI position:1
- AI card:Ks|8d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.659803, regret:1410.38
- total pot:200
- python rec ai action: check
- community cards:6s|Jd|7h|
- mycard:1, range:0.659057
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.917|0.0436784|0.0397728|0|0|0|0|0|
- after update actions regrets:213.917|0.0436784|0.0397728|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.917
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6s|Jd|7h|7s|
- mycard:1, range:0.6588
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.614|0.383389|0.00288323|0|0|
- mycard range:0.6588
- update strategy
- iter:12000
- after update actions regrets:2409.52|260.29|-2361.09|-4306.09|-156520|
- after update actions average regrets:8609.28|1863.81|0|0|0|
- AI take action:check, probability:0.822097, regret:2409.52
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6s|Jd|7h|7s|6d|
- mycard:1, range:0.541559
- before update actions:l|1|2|4|n|
- before update actions regrets:111.169|102.831|0|0|0|
- mycard range:0.541559
- update strategy
- iter:12000
- after update actions regrets:295.716|-2216.62|-4701.45|-7193.45|-20505.5|
- after update actions average regrets:10228.9|93.0073|0|0|0|
- AI take action:check, probability:0.990989, regret:295.716
- total pot:200
- python rec ai action: check
- -------------- game: 787 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: Tc5c, 8dKs
- board: 6sJd7h7s6d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 42200
- AI position:0
- AI card:6s|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49
- total pot:300
- python rec ai action: raise 200
- -------------- game: 788 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6sKc,
- board:
- action_history: 0:r200,1:f
- total_win: 42300
- AI position:1
- AI card:9s|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.133832, regret:286.391
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 789 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9s8c
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 42600
- AI position:0
- AI card:6s|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.36|1414.01|608.237|5.1808|0|0.208236|0|0|
- after update actions regrets:0|112.36|1414.01|608.237|5.1808|0|0.208236|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.284245, regret:608.237
- total pot:400
- python rec ai action: raise 300
- -------------- game: 790 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6s6d,
- board:
- action_history: 0:r300,1:f
- total_win: 42700
- AI position:1
- AI card:Jc|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2016.6|123.132|0.136838|0.13467|0|0|0|0|0|
- after update actions regrets:2016.6|123.132|0.136838|0.13467|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.942496, regret:2016.6
- total pot:400
- python rec ai action: fold
- -------------- game: 791 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jc6d
- board:
- action_history: 0:r300,1:f
- total_win: 42600
- AI position:0
- AI card:Js|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.5776|1359.45|678.484|9.49292|0|0|0|0|
- after update actions regrets:0|92.5776|1359.45|678.484|9.49292|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.317119, regret:678.484
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ad|Ts|Td|
- mycard:0, range:0.317048
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:137.322|76.043|0.164713|0.243209|0.182453|0.00995531|0.00194986|0.0325905|
- after update actions regrets:137.322|76.043|0.164713|0.243209|0.182453|0.00995531|0.00194986|0.0325905|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.643192, regret:137.322
- total pot:600
- python rec ai action: check
- community cards:Ad|Ts|Td|6s|
- mycard:0, range:0.203448
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:127.293|86.2385|0.35334|0.0148718|0.1|
- mycard range:0.203448
- update strategy
- iter:12000
- after update actions regrets:-33424|12512|-2776.91|-38994.2|-2.13136e+06|
- after update actions average regrets:699.119|9790.29|454.015|0|0|
- AI take action:raise 300, probability:0.894636, regret:12512
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Ad|Ts|Td|6s|8c|
- mycard:0, range:0.18201
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.952|0.0296296|0.0185185|0|0|
- mycard range:0.18201
- update strategy
- iter:12000
- after update actions regrets:495.385|-109775|-199242|-229918|-515964|
- after update actions average regrets:10934|0|0|0|0|
- AI take action:check, probability:1, regret:495.385
- total pot:1200
- python rec ai action: check
- -------------- game: 792 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: QsJs, 3d3h
- board: AdTsTd6s8c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:c/1:c,0:c
- total_win: 42000
- AI position:1
- AI card:9c|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 793 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5h9c
- board:
- action_history: 0:r300,1:f
- total_win: 41900
- AI position:0
- AI card:9c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1805.29|334.708|0|
- after update actions regrets:0|1805.29|334.708|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.843852, regret:1805.29
- total pot:1200
- python rec ai action: call
- community cards:Jc|Jd|2d|
- mycard:0, range:0.629653
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:98.9385|13.1311|97.902|4.02842|0|0|0|
- after update actions regrets:98.9385|13.1311|97.902|4.02842|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.462264, regret:98.9385
- total pot:2400
- python rec ai action: fold
- -------------- game: 794 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Qh9c,
- board: JcJd2d
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 41300
- AI position:1
- AI card:8c|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1510.24|8.75477|464.675|109.12|21.6679|25.4342|0.105905|0|
- after update actions regrets:1510.24|8.75477|464.675|109.12|21.6679|25.4342|0.105905|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.706598, regret:1510.24
- total pot:200
- python rec ai action: check
- community cards:6c|4c|Ks|
- mycard:1, range:0.705721
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:184.104|20.6657|7.60735|1.38684|0.235927|0|0|0|
- after update actions regrets:184.104|20.6657|7.60735|1.38684|0.235927|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.0943396, regret:20.6657
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:6c|4c|Ks|7s|
- mycard:1, range:0.0681506
- turn subgame infoset node:4057280
- before update actions:l|1|2|4|n|
- before update actions regrets:1.48452|34.8814|152.464|25.1699|0|
- mycard range:0.0681506
- update strategy
- iter:12000
- after update actions regrets:2522.02|226.421|-4732|-13529.3|-414951|
- after update actions average regrets:7896.82|2045.18|93.9543|0|0|
- AI take action:raise 200, probability:0.203807, regret:226.421
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:6c|4c|Ks|7s|4d|
- mycard:1, range:0.0138881
- before update actions:l|1|2|4|n|
- before update actions regrets:80.6748|102.723|15.7222|14.8803|0|
- mycard range:0.0138881
- update strategy
- iter:12000
- after update actions regrets:992.148|239.196|-3685.8|-5070.65|-44532.5|
- after update actions average regrets:9421|801.076|14.095|0|0|
- AI take action:check, probability:0.920371, regret:992.148
- total pot:800
- python rec ai action: check
- -------------- game: 795 -----------------
- win_money: -400
- players: OpenStackTwo, Bot
- hand: 7h8s, Qh8c
- board: 6c4cKs7s4d
- action_history: 0:c,1:c/1:r100,0:c/1:r200,0:c/1:c,0:c
- total_win: 40900
- AI position:0
- AI card:9c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.184752, regret:395.573
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:2c|As|5h|
- mycard:0, range:0.184847
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:5.1636|165.96|26.1865|13.3418|2.99153|0.356475|0|0|
- after update actions regrets:5.1636|165.96|26.1865|13.3418|2.99153|0.356475|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.781991, regret:165.96
- total pot:900
- python rec ai action: raise 300
- -------------- game: 796 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Jd9c,
- board: 2cAs5h
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 41200
- AI position:1
- AI card:7c|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.7927, regret:1694.54
- total pot:600
- python rec ai action: call
- community cards:Th|Ad|Qs|
- mycard:1, range:0.791839
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:166.486|45.6306|1.702|0.137403|0.0444024|0|0|0|
- after update actions regrets:166.486|45.6306|1.702|0.137403|0.0444024|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.783019, regret:166.486
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:212.752|1.13229|0.0202621|0|0.0953754|
- after update actions regrets:212.752|1.13229|0.0202621|0|0.0953754|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.995305, regret:212.752
- total pot:1200
- python rec ai action: fold
- -------------- game: 797 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7c9d
- board: ThAdQs
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 40900
- AI position:0
- AI card:4s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.685688, regret:1466.85
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:392.549|1747.15|0.300901|0|
- after update actions regrets:392.549|1747.15|0.300901|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.183263, regret:392.549
- total pot:800
- python rec ai action: fold
- -------------- game: 798 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5c4s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 40700
- AI position:1
- AI card:2s|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 799 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s5h
- board:
- action_history: 0:r300,1:f
- total_win: 40600
- AI position:0
- AI card:7c|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|146.796|1461.45|522.461|8.82982|0.466691|0|0|0|
- after update actions regrets:0|146.796|1461.45|522.461|8.82982|0.466691|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0683201, regret:146.796
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:2c|6s|Td|
- mycard:0, range:0.0685961
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.755936|100.716|86.0623|16.4313|9.69686|0.337726|0|0|
- after update actions regrets:0.755936|100.716|86.0623|16.4313|9.69686|0.337726|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.407583, regret:86.0623
- total pot:400
- python rec ai action: raise 200
- -------------- game: 800 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9c7c,
- board: 2c6sTd
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 40700
- AI position:1
- AI card:Ac|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:12.8107|12.4632|928.292|518.185|254.12|405.535|6.70633|1.8881|
- after update actions regrets:12.8107|12.4632|928.292|518.185|254.12|405.535|6.70633|1.8881|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.118914, regret:254.12
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 801 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , QhAc
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 40800
- AI position:0
- AI card:Ks|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.404584, regret:865.762
- total pot:400
- python rec ai action: raise 300
- -------------- game: 802 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: AdKs,
- board:
- action_history: 0:r300,1:f
- total_win: 40900
- AI position:1
- AI card:Jc|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.714888, regret:1527.98
- total pot:600
- python rec ai action: call
- community cards:5h|4h|Qs|
- mycard:1, range:0.71401
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:186.404|26.4886|0.451606|0.394579|0.186497|0|0.00523935|0.0694502|
- after update actions regrets:186.404|26.4886|0.451606|0.394579|0.186497|0|0.00523935|0.0694502|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.877358, regret:186.404
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|4h|Qs|7d|
- mycard:1, range:0.621936
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:113.847|79.8487|20.2918|0.0125457|0|
- mycard range:0.621936
- update strategy
- iter:12000
- after update actions regrets:25659.3|14595.6|-1158.95|6136.78|-1.44924e+06|
- after update actions average regrets:4695.12|3782.47|906.492|700.021|0|
- AI take action:raise 300, probability:0.375087, regret:14595.6
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:5h|4h|Qs|7d|Kc|
- mycard:1, range:0.233283
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0460907|208.163|5.57353|0.217592|0|
- mycard range:0.233283
- update strategy
- iter:12000
- after update actions regrets:-4795.56|10681.6|-2796.03|-84046.4|-1.13867e+06|
- after update actions average regrets:828.977|9045.52|400.074|0|0|
- AI take action:raise 600, probability:0.880463, regret:10681.6
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 803 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , JcQd
- board: 5h4hQs7dKc
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:f
- total_win: 41500
- AI position:0
- AI card:8c|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|4d|2h|
- mycard:0, range:0.690958
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:182.544|5.40637|8.97963|16.2702|0.767016|0.0324837|0|0|
- after update actions regrets:182.544|5.40637|8.97963|16.2702|0.767016|0.0324837|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.862559, regret:182.544
- total pot:400
- python rec ai action: check
- community cards:2d|4d|2h|5s|
- mycard:0, range:0.589395
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0238754|213.899|0|0.0773607|0|0|
- mycard range:0.589395
- update strategy
- iter:12000
- after update actions regrets:-119366|9582.36|12254.5|-21369.5|-26929.5|-1.14514e+06|
- after update actions average regrets:0|5072.19|5367.93|37.1903|18.7142|0|
- AI take action:raise 1000, probability:0.511435, regret:12254.5
- total pot:1800
- python rec ai action: raise 1000
- opp action:call
- total pot:2400
- community cards:2d|4d|2h|5s|5c|
- mycard:0, range:0.301431
- opp action:raise 2400
- total pot:4800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|15.3|11.2874|108.117|4.7|74.5959|
- mycard range:0.301431
- update strategy
- iter:12000
- after update actions regrets:-72088.4|2171.92|-4161.09|-9896.26|-15508.7|-15628.8|
- after update actions average regrets:0|10387.4|0|0|155.723|191.998|
- AI take action:raise 16800, probability:0.0144414, regret:-15508.7
- total pot:21600
- python rec ai action: raise 16800
- -------------- game: 804 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: 5d8c, 5hAc
- board: 2d4d2h5s5c
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:r1000,1:c/1:r2400,0:r16800,1:c
- total_win: 41500
- AI position:1
- AI card:Ks|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.50013|1275.43|3.65082|13.5448|810.846|31.7423|0|0|0.289018|
- after update actions regrets:4.50013|1275.43|3.65082|13.5448|810.846|31.7423|0|0|0.289018|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.59691, regret:1275.43
- total pot:600
- python rec ai action: call
- community cards:Ah|Qd|As|
- mycard:1, range:0.595994
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.154|27.0631|2.74663|0.632051|0.309466|0.0924526|0|0.0021098|
- after update actions regrets:183.154|27.0631|2.74663|0.632051|0.309466|0.0924526|0|0.0021098|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.863208, regret:183.154
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ah|Qd|As|Jh|
- mycard:1, range:0.510088
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:3.71564|150.298|59.7757|0.14472|0.0663026|
- mycard range:0.510088
- update strategy
- iter:12000
- after update actions regrets:14783.6|887.19|-6479.33|-26308|-779181|
- after update actions average regrets:6869.14|3394.71|327.532|0|0|
- AI take action:check, probability:0.648631, regret:14783.6
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-30106.1|6836.03|-568.514|-2029.03|-125966|
- mycard range:0.510088
- update strategy
- iter:12000
- after update actions regrets:-73519.3|7417.78|-14259.8|-115.281|-286762|
- after update actions average regrets:185.266|19768.6|809.266|352.775|0|
- AI take action:call, probability:0.936251, regret:7417.78
- total pot:1800
- python rec ai action: call
- community cards:Ah|Qd|As|Jh|9h|
- mycard:1, range:0.309714
- before update actions:l|1|2|4|n|
- before update actions regrets:213.94|0.00673557|0.0278707|0.0105369|0.0147587|
- mycard range:0.309714
- update strategy
- iter:12000
- after update actions regrets:2134.29|-90752.6|-157766|-196763|-293559|
- after update actions average regrets:10475|0|0|0|0|
- AI take action:check, probability:1, regret:2134.29
- total pot:1800
- python rec ai action: check
- -------------- game: 805 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: Ac7c, KsJd
- board: AhQdAsJh9h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 40600
- AI position:0
- AI card:6d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5
- total pot:300
- python rec ai action: raise 200
- -------------- game: 806 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qh6d,
- board:
- action_history: 0:r200,1:f
- total_win: 40700
- AI position:1
- AI card:Jc|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.69
- total pot:400
- python rec ai action: fold
- -------------- game: 807 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jc4d
- board:
- action_history: 0:r300,1:f
- total_win: 40600
- AI position:0
- AI card:8s|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656688, regret:1404.53
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Th|Ad|6h|
- mycard:0, range:0.656322
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.849|6.90106|0.153896|0.014331|0|0.041018|0.0263473|0.0141971|
- after update actions regrets:206.849|6.90106|0.153896|0.014331|0|0.041018|0.0263473|0.0141971|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.849
- total pot:400
- python rec ai action: check
- community cards:Th|Ad|6h|2s|
- mycard:0, range:0.634391
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:212.592|0.760011|0.608103|0.0394548|0|
- mycard range:0.634391
- update strategy
- iter:12000
- after update actions regrets:17546.3|-28989.6|-33410.7|-177077|-3.73216e+06|
- after update actions average regrets:8882.63|1724|337.634|0|0|
- AI take action:check, probability:0.811735, regret:17546.3
- total pot:400
- python rec ai action: check
- community cards:Th|Ad|6h|2s|Js|
- mycard:0, range:0.514887
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:8.29733|205.661|0.0411765|0|0|
- mycard range:0.514887
- update strategy
- iter:12000
- after update actions regrets:-35135.6|2092.76|-3263.86|-146304|-1.49626e+06|
- after update actions average regrets:0|10391|501.807|0|0|
- AI take action:raise 200, probability:0.953999, regret:2092.76
- total pot:600
- python rec ai action: raise 200
- -------------- game: 808 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 8h8s, Tc9h
- board: ThAd6h2sJs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 40200
- AI position:1
- AI card:9c|3h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2131.07|0.0357246|0|0|0.0926091|8.80199|0|0|
- after update actions regrets:2131.07|0.0357246|0|0|0.0926091|8.80199|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99626, regret:2131.07
- total pot:200
- python rec ai action: check
- community cards:Ac|Kd|3s|
- mycard:1, range:0.995827
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.024|0.73768|0.216979|0.0215132|0|0|0|0|
- after update actions regrets:213.024|0.73768|0.216979|0.0215132|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.024
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ac|Kd|3s|2s|
- mycard:1, range:0.991284
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:141.864|72.0004|0.135499|0|0|
- mycard range:0.991284
- update strategy
- iter:12000
- after update actions regrets:2750.54|870.676|-302.189|-4464.32|-168858|
- after update actions average regrets:6879.03|2861.53|249.917|209.315|0|
- AI take action:check, probability:0.674544, regret:2750.54
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ac|Kd|3s|2s|4c|
- mycard:1, range:0.668551
- before update actions:l|1|2|4|n|
- before update actions regrets:213.941|0.0280916|0.0308319|0|0|
- mycard range:0.668551
- update strategy
- iter:12000
- after update actions regrets:892.957|-2233.96|-3570.95|-9310.98|-62612|
- after update actions average regrets:10075.9|116.579|0|0|0|
- AI take action:check, probability:0.988617, regret:892.957
- total pot:200
- python rec ai action: check
- -------------- game: 809 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: Qd9h, 9c3h
- board: AcKd3s2s4c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 40300
- AI position:0
- AI card:4c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.339878, regret:727.009
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3c|6d|2h|
- mycard:0, range:0.339724
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:148.99|64.3529|0.119558|0.0440551|0.241394|0.0111801|0.0292609|0.211423|
- after update actions regrets:148.99|64.3529|0.119558|0.0440551|0.241394|0.0111801|0.0292609|0.211423|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.301887, regret:64.3529
- total pot:900
- python rec ai action: raise 300
- -------------- game: 810 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 4c4h,
- board: 3c6d2h
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 40600
- AI position:1
- AI card:6d|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.05689|1741.59|5.37137|12.5361|374.332|0.925116|0|0.141166|0.048244|
- after update actions regrets:5.05689|1741.59|5.37137|12.5361|374.332|0.925116|0|0.141166|0.048244|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.814693, regret:1741.59
- total pot:600
- python rec ai action: call
- community cards:Qd|Jh|Ac|
- mycard:1, range:0.813827
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.686|2.52199|0.572005|0.14347|0.0556767|0.0208902|0|0|
- after update actions regrets:210.686|2.52199|0.572005|0.14347|0.0556767|0.0208902|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.686
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qd|Jh|Ac|Ks|
- mycard:1, range:0.801224
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:72.2406|91.7182|14.8129|35.2141|0.0142084|
- mycard range:0.801224
- update strategy
- iter:12000
- after update actions regrets:8178.04|-79823.5|-79620.4|-122491|-5.36848e+06|
- after update actions average regrets:10371.1|0.985028|55.1796|0|0|
- AI take action:check, probability:0.994725, regret:8178.04
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3366.96|-3041.73|-31988.4|-112272|-1.89857e+06|
- mycard range:0.801224
- update strategy
- iter:12000
- after update actions regrets:3366.96|-12858.7|-52074.4|-235683|-3.85426e+06|
- after update actions average regrets:20948.5|423.885|0|0|0|
- AI take action:fold, probability:0.980207, regret:3366.96
- total pot:1200
- python rec ai action: fold
- -------------- game: 811 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 6d6h
- board: QdJhAcKs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 40300
- AI position:0
- AI card:2s|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.299017, regret:639.614
- total pot:400
- python rec ai action: raise 300
- -------------- game: 812 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Jd2s,
- board:
- action_history: 0:r300,1:f
- total_win: 40400
- AI position:1
- AI card:7s|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 813 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7s2d
- board:
- action_history: 0:r300,1:f
- total_win: 40300
- AI position:0
- AI card:Qs|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.172043, regret:368.244
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3h|Ad|Td|
- mycard:0, range:0.172076
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:90.7187|108.758|9.72576|4.79703|0|0|0|0|
- after update actions regrets:90.7187|108.758|9.72576|4.79703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.511848, regret:108.758
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:3h|Ad|Td|9s|
- mycard:0, range:0.0874522
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:207.747|1.49705|4.19921|0.555626|0.00102041|
- mycard range:0.0874522
- update strategy
- iter:12000
- after update actions regrets:39162|-59444.2|-42693.5|-93483.1|-2.019e+06|
- after update actions average regrets:9539.35|810.175|381.512|98.069|0|
- AI take action:check, probability:0.880957, regret:39162
- total pot:1200
- python rec ai action: check
- community cards:3h|Ad|Td|9s|9d|
- mycard:0, range:0.0770366
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.0770366
- update strategy
- iter:12000
- after update actions regrets:4526.78|-121525|-22098.2|-34737.2|-47348.2|-95558.2|
- after update actions average regrets:10939|0|0|0|0|0|
- AI take action:fold, probability:1, regret:4526.78
- total pot:2400
- python rec ai action: fold
- -------------- game: 814 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Qs6c,
- board: 3hAdTd9s9d
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:c/1:r1200,0:f
- total_win: 39700
- AI position:1
- AI card:4s|9s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1068.91|1064.31|0|0.0866789|6.68756|0|0|0|0|
- after update actions regrets:1068.91|1064.31|0|0.0866789|6.68756|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.499532, regret:1068.91
- total pot:400
- python rec ai action: fold
- -------------- game: 815 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4s9s
- board:
- action_history: 0:r300,1:f
- total_win: 39600
- AI position:0
- AI card:Qs|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|4c|Ks|
- mycard:0, range:0.746393
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.979|6.27764|0.261841|0.193408|0.288177|0|0|0|
- after update actions regrets:206.979|6.27764|0.261841|0.193408|0.288177|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.979
- total pot:400
- python rec ai action: check
- community cards:Ah|4c|Ks|Jh|
- mycard:0, range:0.721904
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.855|0.145349|0|0|0|
- mycard range:0.721904
- update strategy
- iter:12000
- after update actions regrets:15585.3|-31051.5|-55687.6|-96467.6|-2.14865e+06|
- after update actions average regrets:10616.1|51.9876|135.454|91.9678|0|
- AI take action:check, probability:0.974571, regret:15585.3
- total pot:400
- python rec ai action: check
- community cards:Ah|4c|Ks|Jh|Qh|
- mycard:0, range:0.703392
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.872|0.128497|0|0|0|
- mycard range:0.703392
- update strategy
- iter:12000
- after update actions regrets:2786.56|-16445.2|-19848.3|-44345.3|-1.58296e+06|
- after update actions average regrets:10747.5|60.252|0|0|0|
- AI take action:check, probability:0.994448, regret:2786.56
- total pot:400
- python rec ai action: check
- -------------- game: 816 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Qs9h, 4s9s
- board: Ah4cKsJhQh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 39800
- AI position:1
- AI card:2s|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 817 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s8h
- board:
- action_history: 0:r300,1:f
- total_win: 39700
- AI position:0
- AI card:3s|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17
- total pot:150
- python rec ai action: fold
- -------------- game: 818 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7d3s,
- board:
- action_history: 0:f
- total_win: 39650
- AI position:1
- AI card:Ts|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.833879, regret:1782.61
- total pot:600
- python rec ai action: call
- community cards:8d|9s|4h|
- mycard:1, range:0.832994
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.062|7.53897|1.00922|0.354801|0.0245627|0.000608519|0.00784188|0.00189482|
- after update actions regrets:205.062|7.53897|1.00922|0.354801|0.0245627|0.000608519|0.00784188|0.00189482|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962441, regret:205.062
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8d|9s|4h|Jh|
- mycard:1, range:0.798203
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:90.9624|93.0127|8.54653|21.4783|0|
- mycard range:0.798203
- update strategy
- iter:12000
- after update actions regrets:32605.4|13436.5|20179|4530.96|-104316|
- after update actions average regrets:4304.84|1647.48|2476.3|2034.75|0|
- AI take action:raise 1200, probability:0.194436, regret:4530.96
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 819 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QdTs
- board: 8d9s4hJh
- action_history: 0:r300,1:c/1:c,0:c/1:r1200,0:f
- total_win: 39950
- AI position:0
- AI card:Qs|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0425631, regret:91.8393
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:21|1842.55|38.1677|238.286|0|
- after update actions regrets:21|1842.55|38.1677|238.286|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.86115, regret:1842.55
- total pot:600
- python rec ai action: call
- community cards:7h|5c|8c|
- mycard:0, range:0.0369504
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.4|1.05377|0.546714|0|0|0|0|0|
- after update actions regrets:212.4|1.05377|0.546714|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.4
- total pot:600
- python rec ai action: check
- community cards:7h|5c|8c|Ac|
- mycard:0, range:0.0366741
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:88.0965|125.89|0.0131148|0|0|
- mycard range:0.0366741
- update strategy
- iter:12000
- after update actions regrets:4083.51|-16234.7|-16523.6|-30133.6|-900833|
- after update actions average regrets:10653.3|0|258.074|0|0|
- AI take action:check, probability:0.976354, regret:4083.51
- total pot:600
- python rec ai action: check
- community cards:7h|5c|8c|Ac|8d|
- mycard:0, range:0.0358067
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.278279|122.364|91.3575|0|0|
- mycard range:0.0358067
- update strategy
- iter:12000
- after update actions regrets:480.154|-1227.76|1429.23|-17029.1|-668466|
- after update actions average regrets:8800.45|234.13|1755.81|0|0|
- AI take action:check, probability:0.815646, regret:480.154
- total pot:600
- python rec ai action: check
- -------------- game: 820 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Qs7c, Ad2d
- board: 7h5c8cAc8d
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 39650
- AI position:1
- AI card:6s|2c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2049.27|0|19.9589|11.675|12.7901|46.304|0|0|
- after update actions regrets:2049.27|0|19.9589|11.675|12.7901|46.304|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.958821, regret:2049.27
- total pot:200
- python rec ai action: check
- community cards:4c|Ah|2s|
- mycard:1, range:0.957604
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.493|6.16511|0.813565|0.510549|0.014509|0.00347441|0|0|
- after update actions regrets:206.493|6.16511|0.813565|0.510549|0.014509|0.00347441|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.493
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4c|Ah|2s|9s|
- mycard:1, range:0.924011
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:211.241|2.75897|0|0|0|
- mycard range:0.924011
- update strategy
- iter:12000
- after update actions regrets:1790.24|3294.76|363.998|-1850|-59646|
- after update actions average regrets:3213.24|5211.01|1201.99|733.962|0|
- AI take action:raise 100, probability:0.503089, regret:3294.76
- total pot:300
- python rec ai action: raise 100
- -------------- game: 821 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 2c6s
- board: 4cAh2s9s
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 39750
- AI position:0
- AI card:4d|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.240524, regret:514.85
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Td|2c|Qs|
- mycard:0, range:0.240584
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:46.3218|73.2834|60.235|30.9944|2.75685|0.408545|0|0|
- after update actions regrets:46.3218|73.2834|60.235|30.9944|2.75685|0.408545|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.28436, regret:60.235
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 822 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 7d4d,
- board: Td2cQs
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 40050
- AI position:1
- AI card:5d|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.84
- total pot:400
- python rec ai action: fold
- -------------- game: 823 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jh5d
- board:
- action_history: 0:r300,1:f
- total_win: 39950
- AI position:0
- AI card:Ad|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.598503, regret:1279.89
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|5h|Ts|
- mycard:0, range:0.598078
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.481|25.3132|0.115722|0.016722|0|0|0|0.0737169|
- after update actions regrets:188.481|25.3132|0.115722|0.016722|0|0|0|0.0737169|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.882629, regret:188.481
- total pot:400
- python rec ai action: check
- community cards:Ah|5h|Ts|2h|
- mycard:0, range:0.526757
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:111.383|98.6031|3.88377|0.129604|0|
- mycard range:0.526757
- update strategy
- iter:12000
- after update actions regrets:29766|-52279.8|-30211.8|-94328.6|-3.09287e+06|
- after update actions average regrets:7149.33|659.512|2843.91|0|0|
- AI take action:check, probability:0.671205, regret:29766
- total pot:400
- python rec ai action: check
- community cards:Ah|5h|Ts|2h|6h|
- mycard:0, range:0.35352
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.135941|0.136422|212.947|0.781135|0|
- mycard range:0.35352
- update strategy
- iter:12000
- after update actions regrets:-168079|-8115.38|14206.4|-120175|-2.99923e+06|
- after update actions average regrets:0|1775.95|8521.04|306.291|0|
- AI take action:raise 400, probability:0.803716, regret:14206.4
- total pot:800
- python rec ai action: raise 400
- -------------- game: 824 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ad9h,
- board: Ah5hTs2h6h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 40150
- AI position:1
- AI card:Ks|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.045569|5.18574|21.6866|1984.43|126.026|0.207768|0.243459|2.17829|
- after update actions regrets:0|0.045569|5.18574|21.6866|1984.43|126.026|0.207768|0.243459|2.17829|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.92797, regret:1984.43
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:5c|5d|Ts|
- mycard:1, range:0.927302
- before update actions:l|1|2|4|8|n|
- before update actions regrets:11.9528|96.0682|103.165|2.6163|0.070389|0.12783|
- after update actions regrets:11.9528|96.0682|103.165|2.6163|0.070389|0.12783|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 3000, probability:0.485849, regret:103.165
- total pot:6000
- python rec ai action: raise 3000
- opp action:call
- total pot:9000
- community cards:5c|5d|Ts|3h|
- mycard:1, range:0.447031
- turn subgame infoset node:165632
- before update actions:l|1|2|n|
- before update actions regrets:54.0536|65.6254|94.062|0.258942|
- mycard range:0.447031
- update strategy
- iter:12000
- after update actions regrets:-13483.7|54907.9|-131694|-774522|
- after update actions average regrets:699.758|9811.96|215.113|0|
- AI take action:check, probability:0.0651748, regret:-13483.7
- total pot:9000
- python rec ai action: check
- opp action:check
- total pot:9000
- community cards:5c|5d|Ts|3h|8s|
- mycard:1, range:0.0291618
- before update actions:l|1|2|n|
- before update actions regrets:88.3813|96.9026|27.2361|1.48007|
- mycard range:0.0291618
- update strategy
- iter:12000
- after update actions regrets:-252298|-83484.5|-69566.2|41713.2|
- after update actions average regrets:47.1554|499.122|696.615|9476.73|
- AI take action:allin, probability:0.88412, regret:41713.2
- total pot:24500
- python rec ai action: allin
- -------------- game: 825 -----------------
- win_money: 4500
- players: OpenStackTwo, Bot
- hand: , KsKh
- board: 5c5dTs3h8s
- action_history: 0:r300,1:r1500,0:c/1:r3000,0:c/1:c,0:c/1:r15500,0:f
- total_win: 44650
- AI position:0
- AI card:9s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.312909, regret:669.864
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8h|2s|5d|
- mycard:0, range:0.313021
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.629|37.8517|21.4012|0.039768|0.0297297|0.00596184|0.0203498|0.021831|
- after update actions regrets:154.629|37.8517|21.4012|0.039768|0.0297297|0.00596184|0.0203498|0.021831|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.726415, regret:154.629
- total pot:600
- python rec ai action: check
- community cards:8h|2s|5d|Qh|
- mycard:0, range:0.226178
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:92.2936|0.655694|120.975|0|0.0753968|
- mycard range:0.226178
- update strategy
- iter:12000
- after update actions regrets:5993.35|-29755.3|20606|-145733|-2.58302e+06|
- after update actions average regrets:2776.47|61.3612|8041.08|0|0|
- AI take action:raise 600, probability:0.739198, regret:20606
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:8h|2s|5d|Qh|8c|
- mycard:0, range:0.167178
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:212.406|1.03451|0.449842|0.0708875|0.0388889|
- mycard range:0.167178
- update strategy
- iter:12000
- after update actions regrets:8183.67|-411851|-591813|-164672|-1.99681e+06|
- after update actions average regrets:10864|0|0|0|0|
- AI take action:check, probability:1, regret:8183.67
- total pot:1800
- python rec ai action: check
- -------------- game: 826 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: 9s9h, 6d5h
- board: 8h2s5dQh8c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 45550
- AI position:1
- AI card:5c|4d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0360318, regret:77.2024
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 827 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 5c4d
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 45650
- AI position:0
- AI card:2s|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.679607, regret:1453.56
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2066.08|58.377|15.5385|0|
- after update actions regrets:2066.08|58.377|15.5385|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.965872, regret:2066.08
- total pot:800
- python rec ai action: fold
- -------------- game: 828 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kd2s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 45450
- AI position:1
- AI card:8s|2c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2081.33|0|1.93567|0.60497|1.0736|54.4117|0.647336|0|
- after update actions regrets:2081.33|0|1.93567|0.60497|1.0736|54.4117|0.647336|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.973795, regret:2081.33
- total pot:200
- python rec ai action: check
- community cards:4c|5d|9d|
- mycard:1, range:0.972583
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.383|0.574817|0.0417581|0|0|0|0|0|
- after update actions regrets:213.383|0.574817|0.0417581|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.383
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214|0|0|0|0|
- after update actions regrets:214|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:214
- total pot:400
- python rec ai action: fold
- -------------- game: 829 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c8s
- board: 4c5d9d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 45350
- AI position:0
- AI card:6s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77
- total pot:150
- python rec ai action: fold
- -------------- game: 830 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 6s2d,
- board:
- action_history: 0:f
- total_win: 45300
- AI position:1
- AI card:Qd|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.904319|5.89633|28.6983|2020.28|82.8168|0.0546063|0.0692199|1.27638|
- after update actions regrets:0|0.904319|5.89633|28.6983|2020.28|82.8168|0.0546063|0.0692199|1.27638|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.945693, regret:2020.28
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:Ts|3s|6h|
- mycard:1, range:0.944058
- before update actions:l|1|2|4|8|n|
- before update actions regrets:123.301|71.1903|16.7548|2.39827|0.00895293|0.347049|
- after update actions regrets:123.301|71.1903|16.7548|2.39827|0.00895293|0.347049|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.334906, regret:71.1903
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:Ts|3s|6h|7c|
- mycard:1, range:0.314055
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:2.28405|101.013|110.703|0|0|
- mycard range:0.314055
- update strategy
- iter:12000
- after update actions regrets:104271|-32585.1|-105690|-188995|-191237|
- after update actions average regrets:9298.61|531.681|59.8118|186.444|453.393|
- AI take action:check, probability:0.883253, regret:104271
- total pot:6000
- python rec ai action: check
- opp action:check
- total pot:6000
- community cards:Ts|3s|6h|7c|Kd|
- mycard:1, range:0.277331
- before update actions:l|1|2|4|n|
- before update actions regrets:197.518|0|16.4818|0|0|
- mycard range:0.277331
- update strategy
- iter:12000
- after update actions regrets:56549.1|-103534|8453.09|-21246.4|-90937.4|
- after update actions average regrets:8246.93|24.3268|2087.16|0|0|
- AI take action:check, probability:0.796176, regret:56549.1
- total pot:6000
- python rec ai action: check
- opp action:raise 6000
- total pot:12000
- before update actions:d|l|1|n|
- before update actions regrets:8708.81|-85965.9|-95963|-205839|
- mycard range:0.277331
- update strategy
- iter:12000
- after update actions regrets:8708.81|-175019|-362260|-292636|
- after update actions average regrets:20522.7|158.03|0|0|
- AI take action:fold, probability:0.99236, regret:8708.81
- total pot:12000
- python rec ai action: fold
- -------------- game: 831 -----------------
- win_money: -3000
- players: OpenStackTwo, Bot
- hand: , AdQd
- board: Ts3s6h7cKd
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:c/1:c,0:c/1:c,0:r6000,1:f
- total_win: 42300
- AI position:0
- AI card:5d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.63
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|8c|6s|
- mycard:0, range:0.73768
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:49.9448|97.3404|15.511|48.9551|2.11529|0.133428|0|0|
- after update actions regrets:49.9448|97.3404|15.511|48.9551|2.11529|0.133428|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.459716, regret:97.3404
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Jh|8c|6s|3s|
- mycard:0, range:0.335542
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:210.137|1.57319|1.57113|0.718442|0|
- mycard range:0.335542
- update strategy
- iter:12000
- after update actions regrets:46716.1|-57467.5|-13122.5|-6017.33|-1.57291e+06|
- after update actions average regrets:6726.43|315.739|914.984|2863.77|0|
- AI take action:check, probability:0.621742, regret:46716.1
- total pot:800
- python rec ai action: check
- community cards:Jh|8c|6s|3s|2s|
- mycard:0, range:0.208577
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.862|0|0|0.138132|0|0|
- mycard range:0.208577
- update strategy
- iter:12000
- after update actions regrets:2149.51|-284497|-94941.4|-122793|-272439|-562354|
- after update actions average regrets:10554|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2149.51
- total pot:1600
- python rec ai action: fold
- -------------- game: 832 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: Qd5d,
- board: Jh8c6s3s2s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:f
- total_win: 41900
- AI position:1
- AI card:Js|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.858212, regret:1834.11
- total pot:600
- python rec ai action: call
- community cards:3c|3d|Td|
- mycard:1, range:0.857062
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.907|1.74952|0.168885|0.117233|0.0178155|0|0.00449716|0.0352578|
- after update actions regrets:211.907|1.74952|0.168885|0.117233|0.0178155|0|0.00449716|0.0352578|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.907
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3c|3d|Td|4c|
- mycard:1, range:0.848678
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:1.93925|15.8514|185.515|10.694|0|
- mycard range:0.848678
- update strategy
- iter:12000
- after update actions regrets:11352.3|-5557.83|-20180.2|-38534|-693389|
- after update actions average regrets:9259.76|1224.13|0.577701|0|0|
- AI take action:check, probability:0.88324, regret:11352.3
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3c|3d|Td|4c|Qh|
- mycard:1, range:0.749543
- before update actions:l|1|2|4|n|
- before update actions regrets:213.3|0.568017|0.131983|0|0|
- mycard range:0.749543
- update strategy
- iter:12000
- after update actions regrets:7854.35|2227.62|-2880.82|-8257.95|-148816|
- after update actions average regrets:5168.39|3128.21|1371.42|690.802|0|
- AI take action:check, probability:0.498986, regret:7854.35
- total pot:600
- python rec ai action: check
- -------------- game: 833 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: AsJd, Js9h
- board: 3c3dTd4cQh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 41600
- AI position:0
- AI card:7s|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12
- total pot:150
- python rec ai action: fold
- -------------- game: 834 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2h7s,
- board:
- action_history: 0:f
- total_win: 41550
- AI position:1
- AI card:7s|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:43.8418|1861.31|0.77603|2.39067|214.055|17.6224|0|0|0|
- after update actions regrets:43.8418|1861.31|0.77603|2.39067|214.055|17.6224|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.870847, regret:1861.31
- total pot:600
- python rec ai action: call
- community cards:5c|5h|Ah|
- mycard:1, range:0.869773
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:182.773|25.8283|2.90502|1.99248|0.491024|0|0.0101503|0|
- after update actions regrets:182.773|25.8283|2.90502|1.99248|0.491024|0|0.0101503|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.866667, regret:182.773
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|5h|Ah|Tc|
- mycard:1, range:0.742855
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.695|1.9027|0.195544|0.206312|0|
- mycard range:0.742855
- update strategy
- iter:12000
- after update actions regrets:6927.32|-30972.5|-106277|-101571|-547797|
- after update actions average regrets:10241.4|211.696|0.304272|0|0|
- AI take action:check, probability:0.979812, regret:6927.32
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|5h|Ah|Tc|Qs|
- mycard:1, range:0.72779
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.72779
- update strategy
- iter:12000
- after update actions regrets:3155.39|-78164.6|-125397|-128659|-344594|
- after update actions average regrets:10326|0|0|0|0|
- AI take action:check, probability:1, regret:3155.39
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:2577.16|1224.71|-14941.9|-2330.19|-83129.8|
- mycard range:0.72779
- update strategy
- iter:12000
- after update actions regrets:5083.38|3096.93|-24705.7|-820.966|-155332|
- after update actions average regrets:9623.09|10360.9|0|758.821|0|
- AI take action:call, probability:0.499494, regret:3096.93
- total pot:1800
- python rec ai action: call
- -------------- game: 835 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: 2sAs, Kh7s
- board: 5c5hAhTcQs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 40650
- AI position:0
- AI card:As|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.184839, regret:395.991
- total pot:400
- python rec ai action: raise 300
- -------------- game: 836 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: As2h,
- board:
- action_history: 0:r300,1:f
- total_win: 40750
- AI position:1
- AI card:Ks|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.045569|5.18574|21.6866|1984.43|126.026|0.207768|0.243459|2.17829|
- after update actions regrets:0|0.045569|5.18574|21.6866|1984.43|126.026|0.207768|0.243459|2.17829|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 2700, probability:0.0589336, regret:126.026
- total pot:3000
- python rec ai action: raise 2700
- -------------- game: 837 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KsKc
- board:
- action_history: 0:r300,1:r2700,0:f
- total_win: 41050
- AI position:0
- AI card:Ks|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.563143, regret:1204.15
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|Qs|7d|
- mycard:0, range:0.562686
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|116.579|49.0303|42.394|4.46884|0.524134|0.722968|0.280758|
- after update actions regrets:0|116.579|49.0303|42.394|4.46884|0.524134|0.722968|0.280758|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.549763, regret:116.579
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:As|Qs|7d|2h|
- mycard:0, range:0.306529
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|109.944|103.112|0.879741|0.0635135|
- mycard range:0.306529
- update strategy
- iter:12000
- after update actions regrets:-79871.9|22144.1|34009.2|-2245.99|-2.52975e+06|
- after update actions average regrets:0|2439.66|7550.17|869.876|0|
- AI take action:raise 800, probability:0.69534, regret:34009.2
- total pot:1600
- python rec ai action: raise 800
- opp action:call
- total pot:2400
- community cards:As|Qs|7d|2h|9s|
- mycard:0, range:0.213113
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:125.572|87.9748|0.420658|0.0324324|0|
- mycard range:0.213113
- update strategy
- iter:12000
- after update actions regrets:-68838.7|51470.7|32863.2|-79323.2|-4.35307e+06|
- after update actions average regrets:358.567|8806.27|1747.27|0|0|
- AI take action:raise 1200, probability:0.807075, regret:51470.7
- total pot:3600
- python rec ai action: raise 1200
- -------------- game: 838 -----------------
- win_money: 2400
- players: Bot, OpenStackTwo
- hand: KsAh, JhAc
- board: AsQs7d2h9s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:c/1:c,0:r1200,1:c
- total_win: 43450
- AI position:1
- AI card:7s|4d
- -------------- game: 839 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7s4d
- board:
- action_history: 0:f
- total_win: 43500
- AI position:0
- AI card:7c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:565.366|1298.83|275.799|0|
- after update actions regrets:565.366|1298.83|275.799|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.264266, regret:565.366
- total pot:800
- python rec ai action: fold
- -------------- game: 840 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kh7c,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 43300
- AI position:1
- AI card:6s|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.389799, regret:833.847
- total pot:600
- python rec ai action: call
- community cards:9d|9h|6c|
- mycard:1, range:0.389648
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.899|32.3745|0.560041|0.0933382|0.00606129|0.0330379|0.0343558|0|
- after update actions regrets:180.899|32.3745|0.560041|0.0933382|0.00606129|0.0330379|0.0343558|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.849057, regret:180.899
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9d|9h|6c|7s|
- mycard:1, range:0.329378
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:183.578|29.8838|0.429356|0.0692685|0.0392933|
- mycard range:0.329378
- update strategy
- iter:12000
- after update actions regrets:10628.1|15521.4|-10032.1|-57856.4|-1.16174e+06|
- after update actions average regrets:2307.51|5673.57|2335.77|0|0|
- AI take action:raise 300, probability:0.549976, regret:15521.4
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:9d|9h|6c|7s|5c|
- mycard:1, range:0.181136
- before update actions:l|1|2|4|n|
- before update actions regrets:31.425|179.226|2.21424|1.13481|0|
- mycard range:0.181136
- update strategy
- iter:12000
- after update actions regrets:-3686.02|9610.78|169.768|-81877.3|-861728|
- after update actions average regrets:927.73|8612.79|930.011|0|0|
- AI take action:raise 600, probability:0.822619, regret:9610.78
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 841 -----------------
- win_money: 1200
- players: OpenStackTwo, Bot
- hand: ThAd, 6s8d
- board: 9d9h6c7s5c
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:c
- total_win: 44500
- AI position:0
- AI card:6d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.67
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|4s|3d|
- mycard:0, range:0.688165
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2.2175|38.0373|119.412|52.2408|2.09265|0|0|0|
- after update actions regrets:2.2175|38.0373|119.412|52.2408|2.09265|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.558685, regret:119.412
- total pot:800
- python rec ai action: raise 400
- -------------- game: 842 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8d6d,
- board: 2s4s3d
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 44700
- AI position:1
- AI card:5h|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.91218|1333.18|4.03338|12.1245|775.138|10.4489|0.159888|0|0|
- after update actions regrets:4.91218|1333.18|4.03338|12.1245|775.138|10.4489|0.159888|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.62348, regret:1333.18
- total pot:600
- python rec ai action: call
- community cards:4s|6d|7h|
- mycard:1, range:0.622983
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:198.072|9.78324|5.82486|0.211426|0.064003|0.0443149|0|0|
- after update actions regrets:198.072|9.78324|5.82486|0.211426|0.064003|0.0443149|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0424528, regret:9.78324
- total pot:900
- python rec ai action: raise 300
- -------------- game: 843 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ah5h
- board: 4s6d7h
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 45000
- AI position:0
- AI card:8c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.76088, regret:1626.99
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:589.272|1353.56|197.164|0|
- after update actions regrets:589.272|1353.56|197.164|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.632539, regret:1353.56
- total pot:1200
- python rec ai action: call
- community cards:2d|Kh|Ad|
- mycard:0, range:0.480878
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:62.8843|119.861|18.6829|12.5718|0|0|0|
- after update actions regrets:62.8843|119.861|18.6829|12.5718|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.293839, regret:62.8843
- total pot:2400
- python rec ai action: fold
- -------------- game: 844 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Jd8c,
- board: 2dKhAd
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 44400
- AI position:1
- AI card:7d|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:43.8418|1861.31|0.77603|2.39067|214.055|17.6224|0|0|0|
- after update actions regrets:43.8418|1861.31|0.77603|2.39067|214.055|17.6224|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.870847, regret:1861.31
- total pot:600
- python rec ai action: call
- community cards:3h|5h|4s|
- mycard:1, range:0.869773
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.406|10.9081|0.572506|0.096147|0.0174452|0|0|0|
- after update actions regrets:202.406|10.9081|0.572506|0.096147|0.0174452|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.406
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|5h|4s|8h|
- mycard:1, range:0.82265
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.646|1.2261|0.0726941|0.0556531|0|
- mycard range:0.82265
- update strategy
- iter:12000
- after update actions regrets:22209.3|6308.13|-8339.02|-39485|-960139|
- after update actions average regrets:7569.12|2564.84|215.9|72.2156|0|
- AI take action:check, probability:0.726392, regret:22209.3
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|5h|4s|8h|2c|
- mycard:1, range:0.597456
- before update actions:l|1|2|4|n|
- before update actions regrets:24.7985|107.311|25.1645|56.7255|0|
- mycard range:0.597456
- update strategy
- iter:12000
- after update actions regrets:7701.09|10656.6|3138.45|3740.01|-12708.7|
- after update actions average regrets:7051.09|2238.4|650.206|437.273|67.4829|
- AI take action:check, probability:0.675189, regret:7701.09
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:596.362|-36790.4|-27005.5|-9181.21|-26849.3|
- mycard range:0.597456
- update strategy
- iter:12000
- after update actions regrets:596.362|-71915.4|-32645.5|-11349.2|-23926.3|
- after update actions average regrets:20975|0|0|0|0|
- AI take action:fold, probability:1, regret:596.362
- total pot:1200
- python rec ai action: fold
- -------------- game: 845 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Kh7d
- board: 3h5h4s8h2c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 44100
- AI position:0
- AI card:7h|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.797|1557.18|432.403|4.62357|0|0|0|0|
- after update actions regrets:0|145.797|1557.18|432.403|4.62357|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.202058, regret:432.403
- total pot:400
- python rec ai action: raise 300
- -------------- game: 846 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7hQh,
- board:
- action_history: 0:r300,1:f
- total_win: 44200
- AI position:1
- AI card:9s|Td
- -------------- game: 847 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9sTd
- board:
- action_history: 0:f
- total_win: 44250
- AI position:0
- AI card:5s|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.244153, regret:522.906
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:1861.31|278.689|0|0|
- after update actions regrets:1861.31|278.689|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.870033, regret:1861.31
- total pot:1200
- python rec ai action: fold
- -------------- game: 848 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 7h5s,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 43950
- AI position:1
- AI card:7c|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.7927, regret:1694.54
- total pot:600
- python rec ai action: call
- community cards:4h|Qs|Tc|
- mycard:1, range:0.791839
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.883|0.857191|0.148765|0.110794|0|0|0|0|
- after update actions regrets:212.883|0.857191|0.148765|0.110794|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.883
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.83|0.0675975|0.0226966|0.0485079|0.0309514|
- after update actions regrets:213.83|0.0675975|0.0226966|0.0485079|0.0309514|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.83
- total pot:1200
- python rec ai action: fold
- -------------- game: 849 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7c9h
- board: 4hQsTc
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 43650
- AI position:0
- AI card:Tc|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625351, regret:1337.26
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|Qc|3d|
- mycard:0, range:0.624888
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:97.131|90.2358|25.7159|0.917287|0|0|0|0|
- after update actions regrets:97.131|90.2358|25.7159|0.917287|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.117925, regret:25.7159
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:2s|Qc|3d|9d|
- mycard:0, range:0.0750912
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:58.025|7.77463|97.9638|50.2366|0|
- mycard range:0.0750912
- update strategy
- iter:12000
- after update actions regrets:-14401.4|-3350.63|47453.6|-98040.1|-2.25875e+06|
- after update actions average regrets:5535.1|199.008|4401.81|593.908|0|
- AI take action:check, probability:0.51594, regret:-14401.4
- total pot:1200
- python rec ai action: check
- community cards:2s|Qc|3d|9d|Kh|
- mycard:0, range:0.0387366
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.557|0.0642857|0.0429847|0.0357143|0.3|0|
- mycard range:0.0387366
- update strategy
- iter:12000
- after update actions regrets:418.695|-74018.8|-34650.8|-34220.8|-45427.6|-73750.9|
- after update actions average regrets:10860|0|0|0|0|0|
- AI take action:fold, probability:1, regret:418.695
- total pot:2400
- python rec ai action: fold
- -------------- game: 850 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Tc4d,
- board: 2sQc3d9dKh
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:r1200,0:f
- total_win: 43050
- AI position:1
- AI card:3s|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 851 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9d3s
- board:
- action_history: 0:r300,1:f
- total_win: 42950
- AI position:0
- AI card:8s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36
- total pot:150
- python rec ai action: fold
- -------------- game: 852 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 8s2d,
- board:
- action_history: 0:f
- total_win: 42900
- AI position:1
- AI card:9s|Ah
- -------------- game: 853 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9sAh
- board:
- action_history: 0:f
- total_win: 42950
- AI position:0
- AI card:Ts|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.16
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1939.75|200.252|0|
- after update actions regrets:0|1939.75|200.252|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.906498, regret:1939.75
- total pot:1200
- python rec ai action: call
- community cards:Jh|Js|5s|
- mycard:0, range:0.521474
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:89.3108|13.7414|94.7642|16.1618|0|0|0.0218321|
- after update actions regrets:89.3108|13.7414|94.7642|16.1618|0|0|0.0218321|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 4800, probability:0.0754717, regret:16.1618
- total pot:7200
- python rec ai action: raise 4800
- -------------- game: 854 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: TsAh,
- board: JhJs5s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:r4800,1:f
- total_win: 44750
- AI position:1
- AI card:6c|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2016.6|123.132|0.136838|0.13467|0|0|0|0|0|
- after update actions regrets:2016.6|123.132|0.136838|0.13467|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.942496, regret:2016.6
- total pot:400
- python rec ai action: fold
- -------------- game: 855 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jh6c
- board:
- action_history: 0:r300,1:f
- total_win: 44650
- AI position:0
- AI card:Js|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.27209, regret:582.273
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qh|Qs|4s|
- mycard:0, range:0.27209
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201.769|0.0112909|12.1268|0|0|0|0|0.0925926|
- after update actions regrets:201.769|0.0112909|12.1268|0|0|0|0|0.0925926|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943662, regret:201.769
- total pot:600
- python rec ai action: check
- community cards:Qh|Qs|4s|5h|
- mycard:0, range:0.256539
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.944|0.05625|0|0|0|0|
- mycard range:0.256539
- update strategy
- iter:12000
- after update actions regrets:2840.48|-248785|-207037|-228665|-182948|-3.08009e+06|
- after update actions average regrets:10832|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2840.48
- total pot:1200
- python rec ai action: fold
- -------------- game: 856 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 3dJs,
- board: QhQs4s5h
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 44350
- AI position:1
- AI card:9s|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.0336921, regret:72.6767
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 857 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9s7d
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 44650
- AI position:0
- AI card:6c|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.692|1406.07|577.256|10.4302|0.549312|0|0|0|
- after update actions regrets:0|145.692|1406.07|577.256|10.4302|0.549312|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.657624, regret:1406.07
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5d|8s|Ah|
- mycard:0, range:0.657043
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:81.024|40.8006|91.4651|0|0.710429|0|0|0|
- after update actions regrets:81.024|40.8006|91.4651|0|0.710429|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.429245, regret:91.4651
- total pot:800
- python rec ai action: raise 400
- -------------- game: 858 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6c7c,
- board: 5d8sAh
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 44850
- AI position:1
- AI card:7s|Td
- -------------- game: 859 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7sTd
- board:
- action_history: 0:f
- total_win: 44900
- AI position:0
- AI card:2s|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.274556, regret:587.779
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:3.24604|1856.94|279.812|0|
- after update actions regrets:3.24604|1856.94|279.812|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.868101, regret:1856.94
- total pot:1800
- python rec ai action: call
- community cards:7c|Kh|Ah|
- mycard:0, range:0.238333
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:211.174|2.80617|0.0200549|0|0|0|
- after update actions regrets:211.174|2.80617|0.0200549|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:fold, probability:0.99061, regret:211.174
- total pot:3600
- python rec ai action: fold
- -------------- game: 860 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 2sQs,
- board: 7cKhAh
- action_history: 0:r300,1:r900,0:c/1:r1800,0:f
- total_win: 44000
- AI position:1
- AI card:Kc|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.719325|14.3314|905.363|519.017|301.017|390.945|8.60781|0|
- after update actions regrets:0.719325|14.3314|905.363|519.017|301.017|390.945|8.60781|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.423491, regret:905.363
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5h|Kd|7d|
- mycard:1, range:0.423067
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:88.9368|87.8523|22.5782|12.6346|1.8228|0.0466068|0.0130908|0.115632|
- after update actions regrets:88.9368|87.8523|22.5782|12.6346|1.8228|0.0466068|0.0130908|0.115632|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.104762, regret:22.5782
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 861 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KcKh
- board: 5hKd7d
- action_history: 0:c,1:r300,0:c/1:r600,0:f
- total_win: 44300
- AI position:0
- AI card:9d|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.59261, regret:1267.47
- total pot:300
- python rec ai action: raise 200
- -------------- game: 862 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ad9d,
- board:
- action_history: 0:r200,1:f
- total_win: 44400
- AI position:1
- AI card:Ks|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.38781|1491.57|3.18708|11.2588|598.537|28.0127|0.046584|0|0|
- after update actions regrets:7.38781|1491.57|3.18708|11.2588|598.537|28.0127|0.046584|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.697381, regret:1491.57
- total pot:600
- python rec ai action: call
- community cards:8s|5s|3c|
- mycard:1, range:0.696995
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:190.834|19.9908|1.22672|1.80867|0.125595|0|0|0.0145891|
- after update actions regrets:190.834|19.9908|1.22672|1.80867|0.125595|0|0|0.0145891|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.900474, regret:190.834
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:60.9673|135.035|12.2868|5.71112|0|
- after update actions regrets:60.9673|135.035|12.2868|5.71112|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.283019, regret:60.9673
- total pot:1200
- python rec ai action: fold
- -------------- game: 863 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , KsTd
- board: 8s5s3c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 44100
- AI position:0
- AI card:Kc|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.7927, regret:1694.93
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5h|Jd|Kd|
- mycard:0, range:0.792023
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:3.40899|125.165|74.7123|9.7267|0.834916|0.0758158|0|0.0766206|
- after update actions regrets:3.40899|125.165|74.7123|9.7267|0.834916|0.0758158|0|0.0766206|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.592417, regret:125.165
- total pot:600
- python rec ai action: raise 200
- -------------- game: 864 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Kc5d,
- board: 5hJdKd
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 44300
- AI position:1
- AI card:Qc|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140
- total pot:400
- python rec ai action: fold
- -------------- game: 865 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2dQc
- board:
- action_history: 0:r300,1:f
- total_win: 44200
- AI position:0
- AI card:Qs|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|44.6501|1332.07|749.384|13.8971|0|0|0|0|
- after update actions regrets:0|44.6501|1332.07|749.384|13.8971|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623012, regret:1332.07
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qh|5d|8c|
- mycard:0, range:0.622462
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.18908|118.976|75.3928|17.9733|0.0931371|0.235997|0.126275|0.0136275|
- after update actions regrets:1.18908|118.976|75.3928|17.9733|0.0931371|0.235997|0.126275|0.0136275|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.559242, regret:118.976
- total pot:600
- python rec ai action: raise 200
- -------------- game: 866 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: QsKs,
- board: Qh5d8c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 44400
- AI position:1
- AI card:2s|8s
- -------------- game: 867 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 2s8s
- board:
- action_history: 0:f
- total_win: 44450
- AI position:0
- AI card:3s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96
- total pot:150
- python rec ai action: fold
- -------------- game: 868 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d3s,
- board:
- action_history: 0:f
- total_win: 44400
- AI position:1
- AI card:5c|9h
- -------------- game: 869 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 5c9h
- board:
- action_history: 0:f
- total_win: 44450
- AI position:0
- AI card:4c|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.699252, regret:1495.13
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Tc|Ac|As|
- mycard:0, range:0.69866
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:129.725|7.22699|62.5105|13.8858|0.61079|0.0409924|0|0|
- after update actions regrets:129.725|7.22699|62.5105|13.8858|0.61079|0.0409924|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.611374, regret:129.725
- total pot:400
- python rec ai action: check
- community cards:Tc|Ac|As|2h|
- mycard:0, range:0.423521
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:94.5189|7.86524|108.563|3.05334|0|
- mycard range:0.423521
- update strategy
- iter:12000
- after update actions regrets:8152.98|16973.3|7341.02|-11112.5|-2.82567e+06|
- after update actions average regrets:5792.91|4745.81|317.19|26.6991|0|
- AI take action:raise 200, probability:0.436121, regret:16973.3
- total pot:600
- python rec ai action: raise 200
- -------------- game: 870 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4c6c,
- board: TcAcAs2h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 44650
- AI position:1
- AI card:3c|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.98013|1839.09|3.84585|7.28546|282.422|1.37868|0|0|0|
- after update actions regrets:5.98013|1839.09|3.84585|7.28546|282.422|1.37868|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.860552, regret:1839.09
- total pot:600
- python rec ai action: call
- community cards:5h|7s|Jd|
- mycard:1, range:0.859387
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.632|0.784986|0.425588|0.124089|0.0122398|0|0|0.0209117|
- after update actions regrets:212.632|0.784986|0.425588|0.124089|0.0122398|0|0|0.0209117|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.632
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|7s|Jd|8s|
- mycard:1, range:0.853894
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.211|1.65332|0.113269|0.0225528|0|
- mycard range:0.853894
- update strategy
- iter:12000
- after update actions regrets:9261.12|-94769.4|-112159|-195895|-2.00979e+06|
- after update actions average regrets:10225.8|0|2.09166|0|0|
- AI take action:check, probability:0.999804, regret:9261.12
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|7s|Jd|8s|Ts|
- mycard:1, range:0.853719
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.853719
- update strategy
- iter:12000
- after update actions regrets:1890.68|-94172.3|-126151|-131664|-511990|
- after update actions average regrets:10307|0|0|0|0|
- AI take action:check, probability:1, regret:1890.68
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:1057.74|-10548.3|-40597.8|-14437.8|-79821.8|
- mycard range:0.853719
- update strategy
- iter:12000
- after update actions regrets:1057.74|-31490.3|-60149.8|-44699.8|-239565|
- after update actions average regrets:20583.2|16.8105|0|0|0|
- AI take action:fold, probability:0.999223, regret:1057.74
- total pot:1200
- python rec ai action: fold
- -------------- game: 871 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 3h3c
- board: 5h7sJd8sTs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 44350
- AI position:0
- AI card:8d|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.215622, regret:461.855
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:723.507|1355.1|61.3947|0|
- after update actions regrets:723.507|1355.1|61.3947|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.633474, regret:1355.1
- total pot:1800
- python rec ai action: call
- community cards:9h|7c|Qh|
- mycard:0, range:0.136663
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:182.184|23.7513|7.86364|0.0353591|0.156406|0|0.0096967|
- after update actions regrets:182.184|23.7513|7.86364|0.0353591|0.156406|0|0.0096967|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.108491, regret:23.7513
- total pot:2700
- python rec ai action: raise 900
- opp action:call
- total pot:3600
- community cards:9h|7c|Qh|Jh|
- mycard:0, range:0.0151678
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0177572|0.0956384|17.1589|196.663|0.064905|
- mycard range:0.0151678
- update strategy
- iter:12000
- after update actions regrets:221.028|-284.894|571.169|-1154.33|-4328.93|
- after update actions average regrets:3025.84|189.78|7010.9|533.507|0|
- AI take action:raise 3600, probability:0.651669, regret:571.169
- total pot:7200
- python rec ai action: raise 3600
- opp action:call
- total pot:10800
- community cards:9h|7c|Qh|Jh|3h|
- mycard:0, range:0.0098829
- opp action:check
- total pot:10800
- before update actions:l|1|2|n|
- before update actions regrets:0|59.2618|153.848|0.890023|
- mycard range:0.0098829
- update strategy
- iter:12000
- after update actions regrets:-5834.25|-751.988|200.598|-359.36|
- after update actions average regrets:0|120.866|10671.8|55.783|
- AI take action:raise 10800, probability:0.983865, regret:200.598
- total pot:21600
- python rec ai action: raise 10800
- -------------- game: 872 -----------------
- win_money: 5400
- players: Bot, OpenStackTwo
- hand: 8dTh,
- board: 9h7cQhJh3h
- action_history: 0:r300,1:r900,0:c/1:c,0:r900,1:c/1:c,0:r3600,1:c/1:c,0:r10800,1:f
- total_win: 49750
- AI position:1
- AI card:Js|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.302761, regret:647.198
- total pot:600
- python rec ai action: call
- community cards:Qs|7h|7s|
- mycard:1, range:0.302429
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:191.442|15.0625|6.84412|0.467378|0.0280684|0.0286282|0.0241106|0.103531|
- after update actions regrets:191.442|15.0625|6.84412|0.467378|0.0280684|0.0286282|0.0241106|0.103531|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.900943, regret:191.442
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qs|7h|7s|Ks|
- mycard:1, range:0.270549
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.755|1.98973|0.164094|0.091069|0|
- mycard range:0.270549
- update strategy
- iter:12000
- after update actions regrets:10855|-19084.8|-39549.6|-52105.7|-624957|
- after update actions average regrets:10622.6|74.8751|0|0|0|
- AI take action:check, probability:0.993082, regret:10855
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qs|7h|7s|Ks|5h|
- mycard:1, range:0.268655
- before update actions:l|1|2|4|n|
- before update actions regrets:213.916|0.0205013|0.0446285|0.0185318|0|
- mycard range:0.268655
- update strategy
- iter:12000
- after update actions regrets:6629.39|-58958.5|-91296.5|-128493|-388172|
- after update actions average regrets:10563.2|15.5074|0|0|0|
- AI take action:check, probability:0.998582, regret:6629.39
- total pot:600
- python rec ai action: check
- -------------- game: 873 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: Td9d, AdJs
- board: Qs7h7sKs5h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 50050
- AI position:0
- AI card:Qc|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.139448, regret:298.825
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:3s|7s|Ts|
- mycard:0, range:0.139638
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:145.576|10.5563|43.651|6.7071|7.50947|0|0|0|
- after update actions regrets:145.576|10.5563|43.651|6.7071|7.50947|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.203791, regret:43.651
- total pot:400
- python rec ai action: raise 200
- opp action:call
- total pot:600
- community cards:3s|7s|Ts|9s|
- mycard:0, range:0.0284829
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.372|0.291126|0.334223|0.0026648|0|
- mycard range:0.0284829
- update strategy
- iter:12000
- after update actions regrets:27300|-13240|4545|-2176.33|-1.24678e+06|
- after update actions average regrets:6831.3|1237.16|1873.77|873.919|0|
- AI take action:raise 300, probability:0.114389, regret:-13240
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:3s|7s|Ts|9s|9h|
- mycard:0, range:0.00325789
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:5.05722|3.03135|197.634|8.24649|0.0312341|
- mycard range:0.00325789
- update strategy
- iter:12000
- after update actions regrets:13416.8|-11740.7|24858.9|-6472.51|-474543|
- after update actions average regrets:4538.76|0|5630.32|601.091|0|
- AI take action:raise 1200, probability:0.522797, regret:24858.9
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 874 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Qc2d,
- board: 3s7sTs9s9h
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:r300,1:c/1:c,0:r1200,1:f
- total_win: 50650
- AI position:1
- AI card:Js|2c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.989705, regret:2115.62
- total pot:200
- python rec ai action: check
- community cards:Kc|Qd|6c|
- mycard:1, range:0.988609
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.349|10.2271|3.14227|0.162146|0.119499|0|0|0|
- after update actions regrets:200.349|10.2271|3.14227|0.162146|0.119499|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.938967, regret:200.349
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kc|Qd|6c|3c|
- mycard:1, range:0.925546
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:83.4746|51.4982|78.1081|0.919158|0|
- mycard range:0.925546
- update strategy
- iter:12000
- after update actions regrets:700.678|1899.7|649.311|-1863.88|-238463|
- after update actions average regrets:1716.63|5397.08|2896.38|325.789|0|
- AI take action:raise 100, probability:0.522257, regret:1899.7
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Kc|Qd|6c|3c|9s|
- mycard:1, range:0.483292
- before update actions:l|1|2|4|n|
- before update actions regrets:129.97|23.025|53.7833|7.2217|0|
- mycard range:0.483292
- update strategy
- iter:12000
- after update actions regrets:715.934|446.989|839.747|743.185|-18721|
- after update actions average regrets:5162.84|3104.8|1692.45|538.927|0|
- AI take action:check, probability:0.491806, regret:715.934
- total pot:400
- python rec ai action: check
- -------------- game: 875 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: 3hTs, Js2c
- board: KcQd6c3c9s
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:c,0:c
- total_win: 50450
- AI position:0
- AI card:7h|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|146.432|1382.63|596.677|13.3509|0.914293|0|0|0|
- after update actions regrets:0|146.432|1382.63|596.677|13.3509|0.914293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.278896, regret:596.677
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3c|Jd|6c|
- mycard:0, range:0.278821
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:61.4112|53.728|96.3171|2.39216|0.151494|0|0|0|
- after update actions regrets:61.4112|53.728|96.3171|2.39216|0.151494|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.45283, regret:96.3171
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 876 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 7h8h,
- board: 3cJd6c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 50750
- AI position:1
- AI card:9h|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.98659|1413.27|3.76995|11.5568|676.868|27.3551|0|0|0.193584|
- after update actions regrets:6.98659|1413.27|3.76995|11.5568|676.868|27.3551|0|0|0.193584|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.661517, regret:1413.27
- total pot:600
- python rec ai action: call
- community cards:Js|8c|6c|
- mycard:1, range:0.660406
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.674|2.97763|2.79246|0.541445|0|0.0113178|0|0.0033342|
- after update actions regrets:207.674|2.97763|2.79246|0.541445|0|0.0113178|0|0.0033342|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981043, regret:207.674
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Js|8c|6c|6s|
- mycard:1, range:0.640884
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:210.386|3.57663|0.0376174|0|0|
- mycard range:0.640884
- update strategy
- iter:12000
- after update actions regrets:18189.9|9175.09|1968.55|-23089.5|-1.51378e+06|
- after update actions average regrets:7560.98|1748.1|1044.03|4.58758|0|
- AI take action:raise 300, probability:0.168791, regret:9175.09
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Js|8c|6c|6s|4c|
- mycard:1, range:0.108164
- before update actions:l|1|2|4|n|
- before update actions regrets:209.495|3.35249|1.15287|0|0|
- mycard range:0.108164
- update strategy
- iter:12000
- after update actions regrets:4098|11675.4|-15974.8|-84647|-606724|
- after update actions average regrets:4968.74|5079.59|19.3806|0|0|
- AI take action:raise 600, probability:0.50457, regret:11675.4
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 877 -----------------
- win_money: -1200
- players: OpenStackTwo, Bot
- hand: AdKs, 9hTh
- board: Js8c6c6s4c
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:c
- total_win: 49550
- AI position:0
- AI card:Qs|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.139448, regret:298.825
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1734.67|345.092|4.46795|55.7745|0|
- after update actions regrets:1734.67|345.092|4.46795|55.7745|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.161366, regret:345.092
- total pot:600
- python rec ai action: call
- community cards:5c|Ac|Tc|
- mycard:0, range:0.0225178
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.29|2.38975|0.217699|0|0.102358|0|0|0|
- after update actions regrets:211.29|2.38975|0.217699|0|0.102358|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.29
- total pot:600
- python rec ai action: check
- community cards:5c|Ac|Tc|4c|
- mycard:0, range:0.0222326
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:212.658|1.14326|0.199188|0|0|
- mycard range:0.0222326
- update strategy
- iter:12000
- after update actions regrets:2975.42|-1970.09|-27706|-180924|-1.49902e+06|
- after update actions average regrets:10930.1|4.86204|0|0|0|
- AI take action:check, probability:0.999634, regret:2975.42
- total pot:600
- python rec ai action: check
- community cards:5c|Ac|Tc|4c|3c|
- mycard:0, range:0.0222227
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0|57.9098|136.136|19.9537|0|
- mycard range:0.0222227
- update strategy
- iter:12000
- after update actions regrets:-777520|-13797|4667.27|-26664.9|-202889|
- after update actions average regrets:0|153.683|10676.8|32.5165|0|
- AI take action:raise 600, probability:0.982967, regret:4667.27
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 878 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Qs2c,
- board: 5cAcTc4c3c
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 49850
- AI position:1
- AI card:3h|4h
- -------------- game: 879 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3h4h
- board:
- action_history: 0:f
- total_win: 49900
- AI position:0
- AI card:Ac|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.368273, regret:787.912
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8c|7d|As|
- mycard:0, range:0.368183
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.168702|132.181|68.2517|11.0229|1.67145|0.446255|0.0446697|0.2135|
- after update actions regrets:0.168702|132.181|68.2517|11.0229|1.67145|0.446255|0.0446697|0.2135|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.320755, regret:68.2517
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:8c|7d|As|8d|
- mycard:0, range:0.117426
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0367662|0.55347|205.531|7.57846|0.3|
- mycard range:0.117426
- update strategy
- iter:12000
- after update actions regrets:21825.2|4194.75|-10440.7|-128290|-2.60039e+06|
- after update actions average regrets:9353.93|155.786|1319.56|0|0|
- AI take action:check, probability:0.863859, regret:21825.2
- total pot:1800
- python rec ai action: check
- community cards:8c|7d|As|8d|4s|
- mycard:0, range:0.101428
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.326|0.459074|0.032316|0.113914|0.0684982|
- mycard range:0.101428
- update strategy
- iter:12000
- after update actions regrets:7137.96|-1050.71|-97475.6|-121121|-93529.9|-110661|
- after update actions average regrets:3532.39|7300.85|0|0|0|0|
- AI take action:call, probability:0.673929, regret:-1050.71
- total pot:5400
- python rec ai action: call
- -------------- game: 880 -----------------
- win_money: -2700
- players: Bot, OpenStackTwo
- hand: ThAc, 9d8s
- board: 8c7dAs8d4s
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:r1800,0:c
- total_win: 47200
- AI position:1
- AI card:9c|3d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2131.07|0.0357246|0|0|0.0926091|8.80199|0|0|
- after update actions regrets:2131.07|0.0357246|0|0|0.0926091|8.80199|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99626, regret:2131.07
- total pot:200
- python rec ai action: check
- community cards:3s|Td|4h|
- mycard:1, range:0.995827
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:199.605|13.9747|0.363696|0.0291358|0.027341|0|0|0|
- after update actions regrets:199.605|13.9747|0.363696|0.0291358|0.027341|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.938679, regret:199.605
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0.371626|179.411|10.2663|23.9513|0|
- after update actions regrets:0.371626|179.411|10.2663|23.9513|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.84434, regret:179.411
- total pot:600
- python rec ai action: call
- community cards:3s|Td|4h|Ah|
- mycard:1, range:0.778712
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.778712
- update strategy
- iter:12000
- after update actions regrets:308.456|-3956.54|-5117.54|-10874.5|-99681.5|
- after update actions average regrets:10583|0|0|0|0|
- AI take action:check, probability:1, regret:308.456
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3s|Td|4h|Ah|8c|
- mycard:1, range:0.778712
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.778712
- update strategy
- iter:12000
- after update actions regrets:214.323|-1353.68|-1089.68|-2354.68|-6705.68|
- after update actions average regrets:10350|0|0|0|0|
- AI take action:check, probability:1, regret:214.323
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:279.88|287.399|-506.051|-385.433|-2178.55|
- mycard range:0.778712
- update strategy
- iter:12000
- after update actions regrets:272.584|329.103|-1425.35|-422.73|-5364.85|
- after update actions average regrets:8704.97|10741.9|565.028|617.727|166.374|
- AI take action:fold, probability:0.418602, regret:272.584
- total pot:1200
- python rec ai action: fold
- -------------- game: 881 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 3d9c
- board: 3sTd4hAh8c
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 46900
- AI position:0
- AI card:7c|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|146.796|1461.45|522.461|8.82982|0.466691|0|0|0|
- after update actions regrets:0|146.796|1461.45|522.461|8.82982|0.466691|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.244268, regret:522.461
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5s|Td|4d|
- mycard:0, range:0.244141
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2.12532|25.666|172.711|13.2856|0.154493|0.0198519|0|0.0377048|
- after update actions regrets:2.12532|25.666|172.711|13.2856|0.154493|0.0198519|0|0.0377048|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.117925, regret:25.666
- total pot:900
- python rec ai action: raise 300
- -------------- game: 882 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 9c7c,
- board: 5sTd4d
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 47200
- AI position:1
- AI card:6h|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:15.0929|1737.44|1.85871|6.33457|349.757|29.5146|0|0|0|
- after update actions regrets:15.0929|1737.44|1.85871|6.33457|349.757|29.5146|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.163313, regret:349.757
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 883 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6h9h
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 47500
- AI position:0
- AI card:Kd|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.4106|1248.54|829.443|21.776|0.830893|0|0|0|
- after update actions regrets:0|39.4106|1248.54|829.443|21.776|0.830893|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.583996, regret:1248.54
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1|2139|0|
- after update actions regrets:0|1|2139|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.999533, regret:2139
- total pot:2400
- python rec ai action: raise 1800
- opp action:call
- total pot:3600
- community cards:5c|7c|9h|
- mycard:0, range:0.583157
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:77.8152|125.631|10.3608|0.106706|0.0861067|
- after update actions regrets:77.8152|125.631|10.3608|0.106706|0.0861067|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.363208, regret:77.8152
- total pot:7200
- python rec ai action: fold
- -------------- game: 884 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: KdAd,
- board: 5c7c9h
- action_history: 0:r200,1:r600,0:r1800,1:c/1:r3600,0:f
- total_win: 45700
- AI position:1
- AI card:Js|Qs
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2.19833|1196.05|5.11743|16.0483|912.129|7.38692|0.111828|0.069216|0.889798|
- after update actions regrets:2.19833|1196.05|5.11743|16.0483|912.129|7.38692|0.111828|0.069216|0.889798|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.559401, regret:1196.05
- total pot:600
- python rec ai action: call
- community cards:Tc|2h|Ah|
- mycard:1, range:0.558901
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.201|11.7437|5.26848|0.66579|0.095091|0|0|0.0261882|
- after update actions regrets:196.201|11.7437|5.26848|0.66579|0.095091|0|0|0.0261882|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.201
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|2h|Ah|3s|
- mycard:1, range:0.512415
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.627|0.154783|0.00460456|0.213135|0|
- mycard range:0.512415
- update strategy
- iter:12000
- after update actions regrets:8990.9|5186.32|-10281.7|-65951.6|-485439|
- after update actions average regrets:8249.39|2161.48|3.83029|0|0|
- AI take action:check, probability:0.792183, regret:8990.9
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|2h|Ah|3s|Ts|
- mycard:1, range:0.40588
- before update actions:l|1|2|4|n|
- before update actions regrets:213.953|0.0471276|0|0|0|
- mycard range:0.40588
- update strategy
- iter:12000
- after update actions regrets:3786.69|-82244.2|-71565.3|-61973.3|-283165|
- after update actions average regrets:10520|0|0|0|0|
- AI take action:check, probability:1, regret:3786.69
- total pot:600
- python rec ai action: check
- -------------- game: 885 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: Kc4h, JsQs
- board: Tc2hAh3sTs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 45400
- AI position:0
- AI card:Qc|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|36.6779|1420.59|659.11|22.5972|1.02738|0|0|0|
- after update actions regrets:0|36.6779|1420.59|659.11|22.5972|1.02738|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.664172, regret:1420.59
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|7h|7d|
- mycard:0, range:0.663826
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:193.644|19.2958|0.632491|0.241956|0.0872896|0.0988168|0|0|
- after update actions regrets:193.644|19.2958|0.632491|0.241956|0.0872896|0.0988168|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.910377, regret:193.644
- total pot:400
- python rec ai action: check
- community cards:As|7h|7d|Qh|
- mycard:0, range:0.600681
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|187.358|25.8663|0.759111|0.0166667|
- mycard range:0.600681
- update strategy
- iter:12000
- after update actions regrets:7474.33|35546.7|-24498.8|9724.09|-532054|
- after update actions average regrets:149.3|9901.11|49.4749|748.349|0|
- AI take action:check, probability:0.0137365, regret:7474.33
- total pot:400
- python rec ai action: check
- community cards:As|7h|7d|Qh|Kh|
- mycard:0, range:0.00826695
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|26.6877|181.341|5.87332|0.0978732|
- mycard range:0.00826695
- update strategy
- iter:12000
- after update actions regrets:-2.08361e+06|39123.9|-75935.5|-105066|-181209|
- after update actions average regrets:0|5312.83|680.44|4471.98|148.506|
- AI take action:raise 200, probability:0.500613, regret:39123.9
- total pot:600
- python rec ai action: raise 200
- -------------- game: 886 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: QdQc,
- board: As7h7dQhKh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 45600
- AI position:1
- AI card:9c|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1214.67|10.1387|596.78|203.197|48.2586|66.7262|0.230332|0|
- after update actions regrets:1214.67|10.1387|596.78|203.197|48.2586|66.7262|0.230332|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.278896, regret:596.78
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:2d|3c|Kh|
- mycard:1, range:0.278869
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:149.53|43.4416|18.8551|2.06572|0.0205748|0.0767832|0.0100496|0|
- after update actions regrets:149.53|43.4416|18.8551|2.06572|0.0205748|0.0767832|0.0100496|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.70283, regret:149.53
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2d|3c|Kh|Ac|
- mycard:1, range:0.194857
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:194.916|18.5642|0.519359|0|0|
- mycard range:0.194857
- update strategy
- iter:12000
- after update actions regrets:1746.05|1223.69|-7336.35|-21382.9|-258860|
- after update actions average regrets:8643.87|1784.76|254.92|0|0|
- AI take action:check, probability:0.809194, regret:1746.05
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2d|3c|Kh|Ac|3h|
- mycard:1, range:0.157655
- before update actions:l|1|2|4|n|
- before update actions regrets:76.4966|3.46548|134.038|0|0|
- mycard range:0.157655
- update strategy
- iter:12000
- after update actions regrets:314.934|1132.08|-199.348|-22865.1|-130680|
- after update actions average regrets:2123.58|7673.73|491.189|0|0|
- AI take action:raise 300, probability:0.745893, regret:1132.08
- total pot:900
- python rec ai action: raise 300
- -------------- game: 887 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Kd9c
- board: 2d3cKhAc3h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 45900
- AI position:0
- AI card:6c|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.740879, regret:1584.4
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:40.7661|1896.87|202.368|0|
- after update actions regrets:40.7661|1896.87|202.368|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.88681, regret:1896.87
- total pot:1200
- python rec ai action: call
- community cards:4s|8d|5h|
- mycard:0, range:0.656255
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:195.832|17.0121|0.821103|0.18036|0.13368|0.00884006|0.0117016|
- after update actions regrets:195.832|17.0121|0.821103|0.18036|0.13368|0.00884006|0.0117016|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.919811, regret:195.832
- total pot:2400
- python rec ai action: fold
- -------------- game: 888 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Ad6c,
- board: 4s8d5h
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 45300
- AI position:1
- AI card:8s|Qd
- -------------- game: 889 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Qd8s
- board:
- action_history: 0:f
- total_win: 45350
- AI position:0
- AI card:Ts|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.320243, regret:685.023
- total pot:150
- python rec ai action: fold
- -------------- game: 890 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: Ts2c,
- board:
- action_history: 0:f
- total_win: 45300
- AI position:1
- AI card:Qs|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1085.81|1054.19|0|0|0|0|0|0|0|
- after update actions regrets:1085.81|1054.19|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.507246, regret:1085.81
- total pot:400
- python rec ai action: fold
- -------------- game: 891 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qs6c
- board:
- action_history: 0:r300,1:f
- total_win: 45200
- AI position:0
- AI card:3d|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769878, regret:1646.19, randomc:0.258444
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Tc|As|6c|
- mycard:0, range:0.769247
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.3796|177.121|10.6437|24.3611|0.233012|0.00434783|0.0695044|0.187766|
- after update actions regrets:1.3796|177.121|10.6437|24.3611|0.233012|0.00434783|0.0695044|0.187766|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.834906, regret:177.121, randomc:0.590762
- total pot:600
- python rec ai action: raise 200
- -------------- game: 892 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ah3d,
- board: TcAs6c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 45400
- AI position:1
- AI card:8s|2c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2081.33|0|1.93567|0.60497|1.0736|54.4117|0.647336|0|
- after update actions regrets:2081.33|0|1.93567|0.60497|1.0736|54.4117|0.647336|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.973795, regret:2081.33, randomc:0.592977
- total pot:200
- python rec ai action: check
- community cards:2d|Kc|4s|
- mycard:1, range:0.972583
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:151.209|58.535|4.19349|0.0556568|0.00638778|0|0|0|
- after update actions regrets:151.209|58.535|4.19349|0.0556568|0.00638778|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.70892, regret:151.209, randomc:0.393903
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2d|Kc|4s|7c|
- mycard:1, range:0.687213
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:210.526|3.07311|0.401378|0|0|
- mycard range:0.687213
- update strategy
- iter:12000
- after update actions regrets:1607.69|470.236|-1479.44|-4969.84|-129480|
- after update actions average regrets:7030.49|3356.8|0|0|0|
- AI take action:check, probability:0.676873, regret:1607.69, randomc:0.431097
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2d|Kc|4s|7c|5d|
- mycard:1, range:0.46513
- before update actions:l|1|2|4|n|
- before update actions regrets:213.207|0.675527|0.099214|0.0184041|0|
- mycard range:0.46513
- update strategy
- iter:12000
- after update actions regrets:1266.17|-4144.36|-5470.94|-11611|-100280|
- after update actions average regrets:10330.3|264.825|36.6642|0|0|
- AI take action:check, probability:0.971778, regret:1266.17, randomc:0.850976
- total pot:200
- python rec ai action: check
- -------------- game: 893 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: As8d, 8s2c
- board: 2dKc4s7c5d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 45500
- AI position:0
- AI card:9s|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.761459, regret:1628.49, randomc:0.525544
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6s|Kc|2d|
- mycard:0, range:0.760976
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:85.3059|44.3993|73.5842|10.7107|0|0|0|0|
- after update actions regrets:85.3059|44.3993|73.5842|10.7107|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.207547, regret:44.3993, randomc:0.586014
- total pot:600
- python rec ai action: raise 200
- -------------- game: 894 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jh9s,
- board: 6sKc2d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 45700
- AI position:1
- AI card:2s|Qd
- -------------- game: 895 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Qd2s
- board:
- action_history: 0:f
- total_win: 45750
- AI position:0
- AI card:Js|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.299017, regret:639.614, randomc:0.855946
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.382174
- total pot:1200
- python rec ai action: fold
- -------------- game: 896 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Js2d,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 45450
- AI position:1
- AI card:Tc|6d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.86236, regret:1842.22, randomc:0.256243
- total pot:200
- python rec ai action: check
- community cards:5h|8d|Kc|
- mycard:1, range:0.86085
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.964|0.536896|0.279622|0.210793|0.00905002|0|0|0|
- after update actions regrets:212.964|0.536896|0.279622|0.210793|0.00905002|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.964, randomc:0.133214
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5h|8d|Kc|Qc|
- mycard:1, range:0.856681
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:158.156|13.301|42.5242|0.0190434|0|
- mycard range:0.856681
- update strategy
- iter:12000
- after update actions regrets:902.745|559.89|-285.887|-766.392|-133328|
- after update actions average regrets:8892.89|1229.54|135.826|28.118|0|
- AI take action:check, probability:0.864644, regret:902.745, randomc:0.13933
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5h|8d|Kc|Qc|9d|
- mycard:1, range:0.740627
- before update actions:l|1|2|4|n|
- before update actions regrets:196.884|1.35853|9.09677|6.66109|0|
- mycard range:0.740627
- update strategy
- iter:12000
- after update actions regrets:317.926|248.4|558.139|294.703|-55820|
- after update actions average regrets:4803.4|1047.11|2880.03|1507.69|0|
- AI take action:raise 100, probability:0.102276, regret:248.4, randomc:0.563607
- total pot:300
- python rec ai action: raise 100
- -------------- game: 897 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: 4c9s, 6dTc
- board: 5h8dKcQc9d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:c
- total_win: 45250
- AI position:0
- AI card:Jd|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.299017, regret:639.614, randomc:0.978221
- total pot:400
- python rec ai action: raise 300
- -------------- game: 898 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Jd2h,
- board:
- action_history: 0:r300,1:f
- total_win: 45350
- AI position:1
- AI card:Td|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1539.1|7.68586|425.212|104.594|24.0099|39.3972|0|0|
- after update actions regrets:1539.1|7.68586|425.212|104.594|24.0099|39.3972|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.0486436, regret:104.594, randomc:0.960379
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:5d|Ks|Qd|
- mycard:1, range:0.0488758
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:17.676|81.143|96.6358|17.2198|1.32541|0|0|
- after update actions regrets:17.676|81.143|96.6358|17.2198|1.32541|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.382075, regret:81.143, randomc:0.152362
- total pot:1500
- python rec ai action: raise 500
- opp action:call
- total pot:2000
- community cards:5d|Ks|Qd|7c|
- mycard:1, range:0.0185324
- turn subgame infoset node:1108992
- before update actions:l|1|2|4|n|
- before update actions regrets:212.657|1.11486|0.228363|0|0|
- mycard range:0.0185324
- update strategy
- iter:12000
- after update actions regrets:5298.24|-1078.83|-5691.14|8409.63|-70564.9|
- after update actions average regrets:4627.65|2168.39|151.486|3430.82|0|
- AI take action:check, probability:0.445933, regret:5298.24, randomc:0.0105852
- total pot:2000
- python rec ai action: check
- opp action:check
- total pot:2000
- community cards:5d|Ks|Qd|7c|Qc|
- mycard:1, range:0.00826348
- before update actions:l|1|2|4|n|
- before update actions regrets:0|213.514|0.486471|0|0|
- mycard range:0.00826348
- update strategy
- iter:12000
- after update actions regrets:2825.21|-535.274|-5241.3|-33251.8|-208970|
- after update actions average regrets:4897.22|5379.5|14.7438|0|0|
- AI take action:raise 1000, probability:0.522741, regret:-535.274, randomc:0.531935
- total pot:3000
- python rec ai action: raise 1000
- -------------- game: 899 -----------------
- win_money: 2000
- players: OpenStackTwo, Bot
- hand: Ac5h, Td7h
- board: 5dKsQd7cQc
- action_history: 0:c,1:r500,0:c/1:r500,0:c/1:c,0:c/1:r1000,0:c
- total_win: 47350
- AI position:0
- AI card:4s|5s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.568|1421.18|555.672|14.3262|0.258271|0|0|0|
- after update actions regrets:0|148.568|1421.18|555.672|14.3262|0.258271|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.259588, regret:555.672, randomc:0.825696
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0.282136|2008.35|131.37|0|
- after update actions regrets:0.282136|2008.35|131.37|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.938756, regret:2008.35, randomc:0.368603
- total pot:1800
- python rec ai action: call
- community cards:Ah|Kc|6c|
- mycard:0, range:0.243686
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- after update actions regrets:214|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:214, randomc:0.978464
- total pot:3600
- python rec ai action: fold
- -------------- game: 900 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 5s4s,
- board: AhKc6c
- action_history: 0:r300,1:r900,0:c/1:r1800,0:f
- total_win: 46450
- AI position:1
- AI card:2s|Qs
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:24.6141|1861.4|0.509083|4.45059|231.617|17.4137|0|0|0|
- after update actions regrets:24.6141|1861.4|0.509083|4.45059|231.617|17.4137|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.108095, regret:231.617, randomc:0.940847
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:6c|Ad|8h|
- mycard:1, range:0.108232
- before update actions:l|1|2|4|8|n|
- before update actions regrets:198.597|0.117856|2.043|13.2063|0.0360249|0|
- after update actions regrets:198.597|0.117856|2.043|13.2063|0.0360249|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.929577, regret:198.597, randomc:0.61608
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:6c|Ad|8h|9c|
- mycard:1, range:0.100442
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:213.861|0.0182434|0.120258|0|0|
- mycard range:0.100442
- update strategy
- iter:12000
- after update actions regrets:36401|34600.8|-27410.1|-288320|-1.55751e+06|
- after update actions average regrets:8471.4|2158.07|58.5083|0|0|
- AI take action:raise 1500, probability:0.201928, regret:34600.8, randomc:0.956688
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:6c|Ad|8h|9c|2h|
- mycard:1, range:0.0202808
- before update actions:l|1|2|4|n|
- before update actions regrets:213.973|0.0272134|0|0|0|
- mycard range:0.0202808
- update strategy
- iter:12000
- after update actions regrets:-6178.22|-140976|19429|-71749.5|84755.5|
- after update actions average regrets:1403.7|0|1694.72|1213.5|6384.93|
- AI take action:allin, probability:0.59697, regret:84755.5, randomc:0.798735
- total pot:23000
- python rec ai action: allin
- -------------- game: 901 -----------------
- win_money: 3000
- players: OpenStackTwo, Bot
- hand: , Qs2s
- board: 6cAd8h9c2h
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:r1500,0:c/1:r17000,0:f
- total_win: 49450
- AI position:0
- AI card:Ts|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.278635, regret:596.121, randomc:0.520915
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2139.46|0|0.538855|0|
- after update actions regrets:2139.46|0|0.538855|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2139.46, randomc:0.274269
- total pot:800
- python rec ai action: fold
- -------------- game: 902 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ts2c,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 49250
- AI position:1
- AI card:Js|3d
- -------------- game: 903 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Js3d
- board:
- action_history: 0:f
- total_win: 49300
- AI position:0
- AI card:5s|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.10014, regret:214.97, randomc:0.0160996
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:2054.24|83.7646|2|0|0|
- after update actions regrets:2054.24|83.7646|2|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.960262, regret:2054.24, randomc:0.560139
- total pot:400
- python rec ai action: fold
- -------------- game: 904 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: Th5s,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 49200
- AI position:1
- AI card:8c|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.148438
- total pot:400
- python rec ai action: fold
- -------------- game: 905 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h8c
- board:
- action_history: 0:r300,1:f
- total_win: 49100
- AI position:0
- AI card:4h|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.582|1522.54|497.167|5.67307|0.0327013|0|0|0|
- after update actions regrets:0|114.582|1522.54|497.167|5.67307|0.0327013|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.71188, regret:1522.54, randomc:0.16117
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|Kc|5c|
- mycard:0, range:0.711469
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.748|40.0271|18.2281|0.735484|0.261379|0|0|0|
- after update actions regrets:154.748|40.0271|18.2281|0.735484|0.261379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.726415, regret:154.748, randomc:0.371587
- total pot:400
- python rec ai action: check
- community cards:3s|Kc|5c|Jh|
- mycard:0, range:0.514479
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.514479
- update strategy
- iter:12000
- after update actions regrets:4940.2|-136747|-103263|-167812|-214641|-1.61888e+06|
- after update actions average regrets:10718|0|0|0|0|0|
- AI take action:fold, probability:1, regret:4940.2, randomc:0.55213
- total pot:800
- python rec ai action: fold
- -------------- game: 906 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4h9h,
- board: 3sKc5cJh
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 48900
- AI position:1
- AI card:Ts|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.300608, regret:643.032, randomc:0.0685843
- total pot:400
- python rec ai action: fold
- -------------- game: 907 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ts7d
- board:
- action_history: 0:r300,1:f
- total_win: 48800
- AI position:0
- AI card:4s|6s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.699252, regret:1495.13, randomc:0.70173
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kd|4h|Ah|
- mycard:0, range:0.69866
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.721|1.12677|0.124969|0.0274398|0|0|0|0|
- after update actions regrets:212.721|1.12677|0.124969|0.0274398|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.721, randomc:0.226038
- total pot:400
- python rec ai action: check
- community cards:Kd|4h|Ah|8h|
- mycard:0, range:0.694484
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.909|0.0798879|0.0113208|0|0|
- mycard range:0.694484
- update strategy
- iter:12000
- after update actions regrets:10979.5|-57474.3|-92566.4|-125010|-3.98316e+06|
- after update actions average regrets:10722.1|213.986|54.6893|0|0|
- AI take action:check, probability:0.975703, regret:10979.5, randomc:0.0705579
- total pot:400
- python rec ai action: check
- community cards:Kd|4h|Ah|8h|2h|
- mycard:0, range:0.677507
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.858|0.1419|0|0|0|0|
- mycard range:0.677507
- update strategy
- iter:12000
- after update actions regrets:6229.46|-5534.25|-11921.4|-24190.4|-12794.4|-565859|
- after update actions average regrets:9962.21|904.255|118.434|0|0|0|
- AI take action:fold, probability:0.906956, regret:6229.46, randomc:0.0139207
- total pot:800
- python rec ai action: fold
- -------------- game: 908 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6s4s,
- board: Kd4hAh8h2h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 48600
- AI position:1
- AI card:8c|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9, randomc:0.446296
- total pot:600
- python rec ai action: call
- community cards:Kh|Jc|Ks|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.589|1.65004|0.40013|0.262192|0.057045|0.0284673|0|0.0131296|
- after update actions regrets:211.589|1.65004|0.40013|0.262192|0.057045|0.0284673|0|0.0131296|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.589, randomc:0.264882
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kh|Jc|Ks|2d|
- mycard:1, range:0.836683
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:139.603|14.0428|1.98238|58.3721|0|
- mycard range:0.836683
- update strategy
- iter:12000
- after update actions regrets:13538.2|13273.6|14273.6|-2349.02|-232347|
- after update actions average regrets:1233.32|1280.56|3964.33|3622.52|0|
- AI take action:raise 300, probability:0.126745, regret:13273.6, randomc:0.185879
- total pot:900
- python rec ai action: raise 300
- -------------- game: 909 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8c9d
- board: KhJcKs2d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 48900
- AI position:0
- AI card:7c|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.753508, regret:1611.19, randomc:0.213872
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qs|Jh|3c|
- mycard:0, range:0.752894
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.289725|181.172|29.4547|2.88503|0.0970624|0.0285252|0.0733193|0|
- after update actions regrets:0.289725|181.172|29.4547|2.88503|0.0970624|0.0285252|0.0733193|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.853774, regret:181.172, randomc:0.717699
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qs|Jh|3c|9s|
- mycard:0, range:0.637397
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:50.7316|8.64323|154.361|0.252808|0.0111111|
- mycard range:0.637397
- update strategy
- iter:12000
- after update actions regrets:17381.5|-8110.57|18658.1|-103820|-4.10288e+06|
- after update actions average regrets:2757.77|1618.04|6372.49|45.5543|0|
- AI take action:raise 800, probability:0.590437, regret:18658.1, randomc:0.453955
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 910 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Qd7c,
- board: QsJh3c9s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 49300
- AI position:1
- AI card:Ks|7c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.257491, regret:550.399, randomc:0.686495
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qc|3s|3h|
- mycard:1, range:0.257196
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.573|7.05498|1.37236|0|0|0|0|0|
- after update actions regrets:205.573|7.05498|1.37236|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962441, regret:205.573, randomc:0.847974
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qc|3s|3h|8s|
- mycard:1, range:0.247067
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:70.9948|70.606|71.7166|0.682635|0|
- mycard range:0.247067
- update strategy
- iter:12000
- after update actions regrets:2494.82|1756.43|561.541|-1212.49|-61658.2|
- after update actions average regrets:6862.09|1980.26|1002.88|769.71|0|
- AI take action:check, probability:0.646566, regret:2494.82, randomc:0.325762
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qc|3s|3h|8s|Qd|
- mycard:1, range:0.159718
- before update actions:l|1|2|4|n|
- before update actions regrets:213.976|0.0237221|0|0|0|
- mycard range:0.159718
- update strategy
- iter:12000
- after update actions regrets:314.738|-11475.2|-10418.2|-9634.24|-93950.2|
- after update actions average regrets:10362|0|0|0|0|
- AI take action:check, probability:1, regret:314.738, randomc:0.39732
- total pot:600
- python rec ai action: check
- -------------- game: 911 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: 5cKd, Ks7c
- board: Qc3s3h8sQd
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49300
- AI position:0
- AI card:3d|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.281104, regret:601.27, randomc:0.929592
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8s|Ah|Kc|
- mycard:0, range:0.280967
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:8.5102|41.792|97.7108|60.6745|4.73899|0.446592|0.108623|0.0183165|
- after update actions regrets:8.5102|41.792|97.7108|60.6745|4.73899|0.446592|0.108623|0.0183165|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.461905, regret:97.7108, randomc:0.5399
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 912 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Ad3d,
- board: 8sAhKc
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 49600
- AI position:1
- AI card:9d|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.858212, regret:1834.11, randomc:0.0687973
- total pot:600
- python rec ai action: call
- community cards:Kd|5h|Th|
- mycard:1, range:0.857062
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.622|0.89842|0.354316|0.0934878|0.00226409|0.0102238|0.00674197|0.0123412|
- after update actions regrets:212.622|0.89842|0.354316|0.0934878|0.00226409|0.0102238|0.00674197|0.0123412|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.622, randomc:0.153934
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kd|5h|Th|8c|
- mycard:1, range:0.851544
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:32.2944|135.607|40.8369|5.26175|0|
- mycard range:0.851544
- update strategy
- iter:12000
- after update actions regrets:6763.38|6456.4|15754.6|15749.7|-393573|
- after update actions average regrets:3550.16|4266.85|2001.69|329.73|0|
- AI take action:raise 300, probability:0.420461, regret:6456.4, randomc:0.763673
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kd|5h|Th|8c|Ac|
- mycard:1, range:0.358027
- before update actions:l|1|2|4|n|
- before update actions regrets:205.966|0.185929|0.444373|7.4039|0|
- mycard range:0.358027
- update strategy
- iter:12000
- after update actions regrets:1917.14|20854.4|10636.6|2545.25|-307364|
- after update actions average regrets:2912.57|5467.85|1600.23|271.657|0|
- AI take action:raise 600, probability:0.533366, regret:20854.4, randomc:0.743597
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 913 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , Jh9d
- board: Kd5hTh8cAc
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:f
- total_win: 50200
- AI position:0
- AI card:4c|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.161758, regret:346.43, randomc:0.997053
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:2c|2h|7s|
- mycard:0, range:0.161883
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.447|0.0207212|0.442037|0.00693069|0.0290122|0.0275248|0.0269307|0|
- after update actions regrets:213.447|0.0207212|0.442037|0.00693069|0.0290122|0.0275248|0.0269307|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.447, randomc:0.30562
- total pot:600
- python rec ai action: check
- community cards:2c|2h|7s|Qh|
- mycard:0, range:0.161465
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.915|0|0.0434109|0.0417117|0|
- mycard range:0.161465
- update strategy
- iter:12000
- after update actions regrets:4678.33|-106285|-144621|-280624|-3.36086e+06|
- after update actions average regrets:10660|0|0|0|0|
- AI take action:check, probability:1, regret:4678.33, randomc:0.716628
- total pot:600
- python rec ai action: check
- community cards:2c|2h|7s|Qh|3d|
- mycard:0, range:0.161465
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.161465
- update strategy
- iter:12000
- after update actions regrets:2169.22|-96423.8|-142908|-168947|-1.2657e+06|
- after update actions average regrets:10836|0|0|0|0|
- AI take action:check, probability:1, regret:2169.22, randomc:0.953823
- total pot:600
- python rec ai action: check
- -------------- game: 914 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Kd4c, JdTs
- board: 2c2h7sQh3d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 50500
- AI position:1
- AI card:4s|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.774556, regret:1656.29, randomc:0.504011
- total pot:400
- python rec ai action: fold
- -------------- game: 915 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c4s
- board:
- action_history: 0:r300,1:f
- total_win: 50400
- AI position:0
- AI card:Qs|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61, randomc:0.504011
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|9c|7d|
- mycard:0, range:0.794211
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:22.4999|55.1717|118.777|16.8261|0.556821|0.168593|0|0|
- after update actions regrets:22.4999|55.1717|118.777|16.8261|0.556821|0.168593|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.559242, regret:118.777, randomc:0.617062
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:3h|9c|7d|Ac|
- mycard:0, range:0.440813
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:1.66588|8.50519|164.199|39.6304|0|
- mycard range:0.440813
- update strategy
- iter:12000
- after update actions regrets:5020.83|-151063|-159441|-225886|-3.38996e+06|
- after update actions average regrets:10897|0|0|0|0|
- AI take action:check, probability:1, regret:5020.83, randomc:0.211917
- total pot:1200
- python rec ai action: check
- community cards:3h|9c|7d|Ac|8c|
- mycard:0, range:0.440813
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.794|0.0488889|0.1|0.0568182|0|0|
- mycard range:0.440813
- update strategy
- iter:12000
- after update actions regrets:2744.53|-327433|-38711.2|-45306.2|-100452|-231570|
- after update actions average regrets:10776.3|0|0|2.69111|0|0|
- AI take action:fold, probability:0.999814, regret:2744.53, randomc:0.793536
- total pot:2400
- python rec ai action: fold
- -------------- game: 916 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 5hQs,
- board: 3h9c7dAc8c
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:r1200,0:f
- total_win: 49800
- AI position:1
- AI card:Ks|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.875994, regret:1872.71, randomc:0.306641
- total pot:600
- python rec ai action: call
- community cards:5d|9d|9h|
- mycard:1, range:0.875099
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.515|1.29781|2.90549|0.233419|0.0239488|0.00649967|0.0180367|0|
- after update actions regrets:209.515|1.29781|2.90549|0.233419|0.0239488|0.00649967|0.0180367|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.515, randomc:0.544325
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5d|9d|9h|6d|
- mycard:1, range:0.856758
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.204|0.330067|0.252394|0.186153|0.0274841|
- mycard range:0.856758
- update strategy
- iter:12000
- after update actions regrets:9699.99|3858.11|-13754|-31548|-1.64859e+06|
- after update actions average regrets:4995.95|4413.45|466.472|146.098|0|
- AI take action:raise 300, probability:0.440419, regret:3858.11, randomc:0.594773
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:5d|9d|9h|6d|Qc|
- mycard:1, range:0.377297
- before update actions:l|1|2|4|n|
- before update actions regrets:54.9869|105.092|30.6719|23.2493|0|
- mycard range:0.377297
- update strategy
- iter:12000
- after update actions regrets:2748.94|16367|-8042.35|-34703.4|-400978|
- after update actions average regrets:2583.61|6213.07|1514.88|100.755|0|
- AI take action:raise 1200, probability:0.145437, regret:-8042.35, randomc:0.845531
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 917 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: QhKd, 8cKs
- board: 5d9d9h6dQc
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r1200,0:c
- total_win: 48000
- AI position:0
- AI card:Ad|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.799439, regret:1710.22, randomc:0.306893
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|Kh|Tc|
- mycard:0, range:0.799166
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.606|0.107049|0.0472809|0.0967667|0.0555228|0.0429483|0.0439539|0|
- after update actions regrets:213.606|0.107049|0.0472809|0.0967667|0.0555228|0.0429483|0.0439539|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.606, randomc:0.881501
- total pot:400
- python rec ai action: check
- community cards:Ks|Kh|Tc|5d|
- mycard:0, range:0.797696
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.839|0.0466762|0.0717191|0.0421878|0|
- mycard range:0.797696
- update strategy
- iter:12000
- after update actions regrets:9279.69|-48007.1|-88210.1|-159407|-4.21452e+06|
- after update actions average regrets:10567.3|107.589|1.92058|0|0|
- AI take action:check, probability:0.989883, regret:9279.69, randomc:0.948301
- total pot:400
- python rec ai action: check
- community cards:Ks|Kh|Tc|5d|2s|
- mycard:0, range:0.789515
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:204.108|2.70583|7.10929|0.0765351|0|
- mycard range:0.789515
- update strategy
- iter:12000
- after update actions regrets:608.348|-59999.1|-83424.7|-140115|-2.60543e+06|
- after update actions average regrets:10488|0|0|0|0|
- AI take action:check, probability:1, regret:608.348, randomc:0.755732
- total pot:400
- python rec ai action: check
- -------------- game: 918 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ad4h, 7dJh
- board: KsKhTc5d2s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48200
- AI position:1
- AI card:2s|8h
- -------------- game: 919 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8h2s
- board:
- action_history: 0:f
- total_win: 48250
- AI position:0
- AI card:2c|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.596819, regret:1276.41, randomc:0.406071
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7s|Qh|5s|
- mycard:0, range:0.596451
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.19263|31.3359|125.005|40.0622|15.8903|0.51351|0|0|
- after update actions regrets:1.19263|31.3359|125.005|40.0622|15.8903|0.51351|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.589623, regret:125.005, randomc:0.593341
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:7s|Qh|5s|Jd|
- mycard:0, range:0.348409
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:179.981|33.478|0.385133|0.144149|0.0114804|
- mycard range:0.348409
- update strategy
- iter:12000
- after update actions regrets:-64564.6|8591.91|38137.8|-90363.4|-3.21944e+06|
- after update actions average regrets:0|1400.05|8754.39|568.633|0|
- AI take action:raise 1200, probability:0.816452, regret:38137.8, randomc:0.646371
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 920 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 2c6c,
- board: 7sQh5sJd
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:r1200,1:f
- total_win: 48850
- AI position:1
- AI card:3h|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1589.64|549.967|0|0.184653|0.15632|0.047449|0|0|0|
- after update actions regrets:1589.64|549.967|0|0.184653|0.15632|0.047449|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.256782, regret:549.967, randomc:0.773956
- total pot:600
- python rec ai action: call
- community cards:8s|6c|5d|
- mycard:1, range:0.256994
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.406|1.12774|0.40894|0.0547444|0.00281294|0|0|0|
- after update actions regrets:212.406|1.12774|0.40894|0.0547444|0.00281294|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.406, randomc:0.140679
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8s|6c|5d|Qs|
- mycard:1, range:0.255079
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:174.645|35.7402|2.92748|0.687202|0|
- mycard range:0.255079
- update strategy
- iter:12000
- after update actions regrets:13284.9|11106|17417.2|8732.96|-327513|
- after update actions average regrets:2287.63|3085.53|3578.95|871.785|0|
- AI take action:check, probability:0.232868, regret:13284.9, randomc:0.140528
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:27773.1|-27006.9|-14372.6|-2295.89|1862.39|
- mycard range:0.255079
- update strategy
- iter:12000
- after update actions regrets:34982.5|-64561.5|-20368.2|14955.5|2505.8|
- after update actions average regrets:13412.4|399.284|274.702|3221.76|1940.53|
- AI take action:raise 2400, probability:0.167359, regret:14955.5, randomc:0.744731
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 921 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 3h7h
- board: 8s6c5dQs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:r2400,0:f
- total_win: 49750
- AI position:0
- AI card:3c|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769878, regret:1646.19, randomc:0.527206
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|3s|6s|
- mycard:0, range:0.769247
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:135.511|78.3377|0.0767755|0.00295082|0.0210386|0.0500499|0|0|
- after update actions regrets:135.511|78.3377|0.0767755|0.00295082|0.0210386|0.0500499|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.366197, regret:78.3377, randomc:0.923383
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:210.073|3.64535|0.282045|0|
- after update actions regrets:210.073|3.64535|0.282045|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.985915, regret:210.073, randomc:0.393729
- total pot:1600
- python rec ai action: fold
- -------------- game: 922 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 3cAd,
- board: 2s3s6s
- action_history: 0:r200,1:c/1:c,0:r200,1:r1000,0:f
- total_win: 49350
- AI position:1
- AI card:Kd|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.0575573, regret:123.51, randomc:0.915501
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:6d|2s|As|
- mycard:1, range:0.0577152
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:209.406|2.93427|0.287381|1.37201|0|0|0|
- after update actions regrets:209.406|2.93427|0.287381|1.37201|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.406, randomc:0.410277
- total pot:1000
- python rec ai action: check
- opp action:check
- total pot:1000
- community cards:6d|2s|As|5c|
- mycard:1, range:0.0564763
- turn subgame infoset node:2118368
- before update actions:l|1|2|4|n|
- before update actions regrets:210.336|3.66416|0|0|0|
- mycard range:0.0564763
- update strategy
- iter:12000
- after update actions regrets:725.608|-2126.06|-10839.7|-13542.7|-226331|
- after update actions average regrets:10162|0|0|0|0|
- AI take action:check, probability:1, regret:725.608, randomc:0.969436
- total pot:1000
- python rec ai action: check
- opp action:check
- total pot:1000
- community cards:6d|2s|As|5c|Ac|
- mycard:1, range:0.0564763
- before update actions:l|1|2|4|n|
- before update actions regrets:213.416|0.583629|0|0|0|
- mycard range:0.0564763
- update strategy
- iter:12000
- after update actions regrets:1086.79|-8878.04|-8322.62|-14795.6|-72249.6|
- after update actions average regrets:10321|0|0|0|0|
- AI take action:check, probability:1, regret:1086.79, randomc:0.43377
- total pot:1000
- python rec ai action: check
- -------------- game: 923 -----------------
- win_money: 500
- players: OpenStackTwo, Bot
- hand: 9s8d, 8hKd
- board: 6d2sAs5cAc
- action_history: 0:c,1:r500,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49850
- AI position:0
- AI card:3d|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.648269, regret:1386.88, randomc:0.386265
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6h|Tc|4s|
- mycard:0, range:0.648075
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:141.462|38.3507|22.2011|11.8536|0.118173|0|0|0.0146497|
- after update actions regrets:141.462|38.3507|22.2011|11.8536|0.118173|0|0|0.0146497|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.665094, regret:141.462, randomc:0.0191132
- total pot:400
- python rec ai action: check
- community cards:6h|Tc|4s|4d|
- mycard:0, range:0.428401
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:110.963|102.978|0.0344336|0.0245665|0|0|
- mycard range:0.428401
- update strategy
- iter:12000
- after update actions regrets:8117.52|-3047.47|-15222.4|-38352.4|-45639.4|-1.55803e+06|
- after update actions average regrets:8871.08|1769.98|0.0322989|0|0|0|
- AI take action:fold, probability:0.833741, regret:8117.52, randomc:0.743052
- total pot:800
- python rec ai action: fold
- -------------- game: 924 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ad3d,
- board: 6hTc4s4d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 49650
- AI position:1
- AI card:Jc|6h
- -------------- game: 925 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Jc6h
- board:
- action_history: 0:f
- total_win: 49700
- AI position:0
- AI card:Ac|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673527, regret:1440.57, randomc:0.0489174
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1925.51|214.487|0|
- after update actions regrets:0|1925.51|214.487|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.899953, regret:1925.51, randomc:0.832449
- total pot:1200
- python rec ai action: call
- community cards:6s|Kd|3s|
- mycard:0, range:0.605696
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:137.65|48.6613|27.6399|0|0.0220938|0.0271355|0|
- after update actions regrets:137.65|48.6613|27.6399|0|0.0220938|0.0271355|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.646226, regret:137.65, randomc:0.206016
- total pot:1200
- python rec ai action: check
- community cards:6s|Kd|3s|7s|
- mycard:0, range:0.389597
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.774|0.0261438|0|0.199719|0|
- mycard range:0.389597
- update strategy
- iter:12000
- after update actions regrets:120.817|191.592|88.8436|-189.183|-1136.98|-5229.18|
- after update actions average regrets:3033.87|4894.36|2788.84|0.742775|0|0|
- AI take action:call, probability:0.456743, regret:191.592, randomc:0.573458
- total pot:3600
- python rec ai action: call
- community cards:6s|Kd|3s|7s|4c|
- mycard:0, range:0.177912
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.177912
- update strategy
- iter:12000
- after update actions regrets:213.107|21.1067|-2.89334|-115.893|-761.893|
- after update actions average regrets:10551.8|70.986|0|0|0|
- AI take action:check, probability:0.993409, regret:213.107, randomc:0.844428
- total pot:3600
- python rec ai action: check
- -------------- game: 926 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: Ac7h, Kh8h
- board: 6sKd3s7s4c
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:c/1:c,0:c
- total_win: 47900
- AI position:1
- AI card:3c|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.02, randomc:0.97534
- total pot:400
- python rec ai action: fold
- -------------- game: 927 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3cQd
- board:
- action_history: 0:r300,1:f
- total_win: 47800
- AI position:0
- AI card:5d|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.244153, regret:522.906, randomc:0.97534
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:1861.31|278.689|0|0|
- after update actions regrets:1861.31|278.689|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.870033, regret:1861.31, randomc:0.743907
- total pot:1200
- python rec ai action: fold
- -------------- game: 928 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 7h5d,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 47500
- AI position:1
- AI card:9s|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.595884, regret:1274.59, randomc:0.0126914
- total pot:200
- python rec ai action: check
- community cards:7c|As|4s|
- mycard:1, range:0.595602
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:190.665|17.2772|4.76467|0.92879|0.310719|0.0118906|0.0417293|0|
- after update actions regrets:190.665|17.2772|4.76467|0.92879|0.310719|0.0118906|0.0417293|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.900474, regret:190.665, randomc:0.135122
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7c|As|4s|6d|
- mycard:1, range:0.530656
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:156.37|12.0303|38.3085|7.29123|0|
- mycard range:0.530656
- update strategy
- iter:12000
- after update actions regrets:252.518|1506.18|984.457|-1046.56|-229056|
- after update actions average regrets:2639.31|4268.5|2607.83|609.778|0|
- AI take action:check, probability:0.260693, regret:252.518, randomc:0.211136
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7c|As|4s|6d|6h|
- mycard:1, range:0.138322
- before update actions:l|1|2|4|n|
- before update actions regrets:186.169|23.2899|1.06345|3.47726|0|
- mycard range:0.138322
- update strategy
- iter:12000
- after update actions regrets:-208.272|90.848|124.622|784.035|-27170.4|
- after update actions average regrets:3302.82|2667.06|1225.1|3137.59|0|
- AI take action:check, probability:0.319621, regret:-208.272, randomc:0.2184
- total pot:200
- python rec ai action: check
- -------------- game: 929 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: 2sQc, 9sTh
- board: 7cAs4s6d6h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 47400
- AI position:0
- AI card:8d|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1965.12|124.195|10.8316|24.8112|14.5407|0.501729|0|0|0|
- after update actions regrets:1965.12|124.195|10.8316|24.8112|14.5407|0.501729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.919513, regret:1965.12, randomc:0.445558
- total pot:150
- python rec ai action: fold
- -------------- game: 930 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3h8d,
- board:
- action_history: 0:f
- total_win: 47350
- AI position:1
- AI card:5d|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.445558
- total pot:400
- python rec ai action: fold
- -------------- game: 931 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9h5d
- board:
- action_history: 0:r300,1:f
- total_win: 47250
- AI position:0
- AI card:Ad|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12, randomc:0.504107
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4h|3h|3d|
- mycard:0, range:0.820617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:23.5635|163.193|27.0158|0.180394|0.0172156|0.00859031|0|0.0219163|
- after update actions regrets:23.5635|163.193|27.0158|0.180394|0.0172156|0.00859031|0|0.0219163|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.765258, regret:163.193, randomc:0.852495
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:4h|3h|3d|2h|
- mycard:0, range:0.625788
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:1.0631|57.9926|154.521|0.423043|0|
- mycard range:0.625788
- update strategy
- iter:12000
- after update actions regrets:-88411.2|15539.7|-28441.8|-66997.9|-1.94708e+06|
- after update actions average regrets:0|8827.28|1865.44|0|0|
- AI take action:raise 400, probability:0.825571, regret:15539.7, randomc:0.740324
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:4h|3h|3d|2h|5d|
- mycard:0, range:0.516613
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.713|0.114904|0.172308|0|0|
- mycard range:0.516613
- update strategy
- iter:12000
- after update actions regrets:27338|-8508.56|-19307.5|-419886|-161178|
- after update actions average regrets:6722.49|3249|668.085|0|0|
- AI take action:check, probability:0.631826, regret:27338, randomc:0.512142
- total pot:1600
- python rec ai action: check
- -------------- game: 932 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: 5hAd, AsTh
- board: 4h3h3d2h5d
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 47250
- AI position:1
- AI card:7h|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:550.022|15.3847|1027.52|402.956|117.737|26.1336|0.187357|0.0627905|
- after update actions regrets:550.022|15.3847|1027.52|402.956|117.737|26.1336|0.187357|0.0627905|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0547496, regret:117.737, randomc:0.979417
- total pot:1000
- python rec ai action: raise 900
- opp action:call
- total pot:1800
- community cards:4d|Qd|6h|
- mycard:1, range:0.0550171
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:166.953|46.241|0.360078|0.420539|0.0257068|0|0|
- after update actions regrets:166.953|46.241|0.360078|0.420539|0.0257068|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.783019, regret:166.953, randomc:0.695864
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:4d|Qd|6h|9d|
- mycard:1, range:0.0429218
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:53.9008|7.72045|152.351|0.0275774|0|
- mycard range:0.0429218
- update strategy
- iter:12000
- after update actions regrets:1059.6|-13563.6|-21063|-32908.3|-434393|
- after update actions average regrets:10271|0|0|0|0|
- AI take action:check, probability:1, regret:1059.6, randomc:0.644214
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:4d|Qd|6h|9d|4c|
- mycard:1, range:0.0429218
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0429218
- update strategy
- iter:12000
- after update actions regrets:433.673|-1480.33|-2784.33|-8346.33|-49855.3|
- after update actions average regrets:10502.9|0|1.12606|0|0|
- AI take action:check, probability:0.999905, regret:433.673, randomc:0.868666
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:860.463|1076.55|-3261.49|-2264.49|-4758.49|
- mycard range:0.0429218
- update strategy
- iter:12000
- after update actions regrets:1090.31|1290.39|-5848.65|-11313.7|-20236.7|
- after update actions average regrets:4147.36|15879.8|89.5876|202.136|21.4941|
- AI take action:fold, probability:0.203904, regret:1090.31, randomc:0.000312896
- total pot:3600
- python rec ai action: fold
- -------------- game: 933 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 7hAh
- board: 4dQd6h9d4c
- action_history: 0:c,1:r900,0:c/1:c,0:c/1:c,0:c/1:c,0:r1800,1:f
- total_win: 46350
- AI position:0
- AI card:Qs|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5, randomc:0.641
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Js|9d|Ts|
- mycard:0, range:0.782476
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:103.332|103.549|7.07986|0.0306186|0|0|0|0.00783505|
- after update actions regrets:103.332|103.549|7.07986|0.0306186|0|0|0|0.00783505|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.483568, regret:103.332, randomc:0.105776
- total pot:400
- python rec ai action: check
- community cards:Js|9d|Ts|Kh|
- mycard:0, range:0.377827
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0317308|71.3374|142.514|0.116788|0|
- mycard range:0.377827
- update strategy
- iter:12000
- after update actions regrets:-75116.6|13070.7|-54686.1|-39026.5|-1.13376e+06|
- after update actions average regrets:0|10703.7|0|145.376|0|
- AI take action:raise 200, probability:0.986633, regret:13070.7, randomc:0.403351
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Js|9d|Ts|Kh|4c|
- mycard:0, range:0.372764
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|10.1121|139.754|64.134|0|
- mycard range:0.372764
- update strategy
- iter:12000
- after update actions regrets:-1.33428e+06|3806.42|16874.1|-51107.6|-1.05744e+06|
- after update actions average regrets:0|2730.01|6988.24|1146.44|0|
- AI take action:raise 800, probability:0.643225, regret:16874.1, randomc:0.413951
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 934 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Qs6h,
- board: Js9dTsKh4c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 46750
- AI position:1
- AI card:6h|Th
- -------------- game: 935 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 6hTh
- board:
- action_history: 0:f
- total_win: 46800
- AI position:0
- AI card:4c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58, randomc:0.157899
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|Tc|8s|
- mycard:0, range:0.598868
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:19.6298|20.2339|147.568|24.5526|2.01107|0.00502232|0|0|
- after update actions regrets:19.6298|20.2339|147.568|24.5526|2.01107|0.00502232|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.693396, regret:147.568, randomc:0.237561
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:9c|Tc|8s|6s|
- mycard:0, range:0.41296
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.135214|65.9339|147.661|0.269661|0|
- mycard range:0.41296
- update strategy
- iter:12000
- after update actions regrets:58187.4|-2446.76|-7467.04|22915.6|-1.23359e+06|
- after update actions average regrets:3318.99|1605.6|899.834|4912.35|0|
- AI take action:check, probability:0.309111, regret:58187.4, randomc:0.0717035
- total pot:1200
- python rec ai action: check
- community cards:9c|Tc|8s|6s|8h|
- mycard:0, range:0.127656
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.681|0.170924|0.0832513|0.0649957|0|
- mycard range:0.127656
- update strategy
- iter:12000
- after update actions regrets:-402317|9974.01|-22245.5|-64574.6|-104027|-448864|
- after update actions average regrets:0|10809|0|0|0|0|
- AI take action:call, probability:1, regret:9974.01, randomc:0.601229
- total pot:3600
- python rec ai action: call
- -------------- game: 936 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: 7h4c, 7s9d
- board: 9cTc8s6s8h
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:r1200,0:c
- total_win: 46800
- AI position:1
- AI card:3c|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.62497|1478.09|2.84719|8.12158|615.523|29.5738|0.134807|0.0845473|0|
- after update actions regrets:5.62497|1478.09|2.84719|8.12158|615.523|29.5738|0.134807|0.0845473|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.691624, regret:1478.09, randomc:0.163941
- total pot:600
- python rec ai action: call
- community cards:2c|Th|As|
- mycard:1, range:0.690696
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.802|19.8086|4.03868|0.600596|0.0603677|0.0162856|0.212467|0.460654|
- after update actions regrets:188.802|19.8086|4.03868|0.600596|0.0603677|0.0162856|0.212467|0.460654|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.890995, regret:188.802, randomc:0.536815
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2c|Th|As|7d|
- mycard:1, range:0.609369
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:200.553|5.00394|1.38964|7.05362|0|
- mycard range:0.609369
- update strategy
- iter:12000
- after update actions regrets:21302.2|6101.6|10113|-278.346|-1.13183e+06|
- after update actions average regrets:5015.28|2231.54|2198.88|709.906|0|
- AI take action:raise 300, probability:0.219738, regret:6101.6, randomc:0.540214
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:2c|Th|As|7d|Jd|
- mycard:1, range:0.133899
- before update actions:l|1|2|4|n|
- before update actions regrets:180.369|32.3738|1.2076|0.0494727|0|
- mycard range:0.133899
- update strategy
- iter:12000
- after update actions regrets:7459.95|14771|-35078.2|-345607|-3.45581e+06|
- after update actions average regrets:5446.38|4975.11|31.8851|0|0|
- AI take action:raise 600, probability:0.475985, regret:14771, randomc:0.87895
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 937 -----------------
- win_money: 1200
- players: OpenStackTwo, Bot
- hand: 4c7c, Ac3c
- board: 2cThAs7dJd
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:c
- total_win: 48000
- AI position:0
- AI card:Ac|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12, randomc:0.720472
- total pot:300
- python rec ai action: raise 200
- -------------- game: 938 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5dAc,
- board:
- action_history: 0:r200,1:f
- total_win: 48100
- AI position:1
- AI card:6s|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.389799, regret:833.847, randomc:0.76879
- total pot:600
- python rec ai action: call
- community cards:7s|Qh|4h|
- mycard:1, range:0.389648
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.33|0.753922|1.87141|0.0345452|0|0.0103036|0|0|
- after update actions regrets:211.33|0.753922|1.87141|0.0345452|0|0.0103036|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.33, randomc:0.961273
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.488|0.331834|0.178336|0.0017635|0|
- after update actions regrets:213.488|0.331834|0.178336|0.0017635|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.488, randomc:0.329598
- total pot:1200
- python rec ai action: fold
- -------------- game: 939 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 6s8d
- board: 7sQh4h
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 47800
- AI position:0
- AI card:9s|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.761459, regret:1628.49, randomc:0.16511
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6h|Ad|5s|
- mycard:0, range:0.760976
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.472|2.11481|0.183609|0.13079|0.0952288|0.00404255|0|0|
- after update actions regrets:211.472|2.11481|0.183609|0.13079|0.0952288|0.00404255|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.472, randomc:0.835098
- total pot:400
- python rec ai action: check
- community cards:6h|Ad|5s|Qd|
- mycard:0, range:0.751985
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.996|0|0|0.00384615|0|0|
- mycard range:0.751985
- update strategy
- iter:12000
- after update actions regrets:3384.48|-122784|-123554|-141042|-180593|-1.53166e+06|
- after update actions average regrets:10912|0|0|0|0|0|
- AI take action:fold, probability:1, regret:3384.48, randomc:0.872193
- total pot:800
- python rec ai action: fold
- -------------- game: 940 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 9sJc,
- board: 6hAd5sQd
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 47600
- AI position:1
- AI card:3c|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.308614
- total pot:400
- python rec ai action: fold
- -------------- game: 941 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3c8d
- board:
- action_history: 0:r300,1:f
- total_win: 47500
- AI position:0
- AI card:Js|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68, randomc:0.308614
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2h|Td|4s|
- mycard:0, range:0.737699
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:4.04391|100.143|64.8213|39.1216|5.34046|0.529909|0|0|
- after update actions regrets:4.04391|100.143|64.8213|39.1216|5.34046|0.529909|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.471698, regret:100.143, randomc:0.468967
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:2h|Td|4s|Qs|
- mycard:0, range:0.345211
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:63.4372|0.906153|148.925|0.73136|0|
- mycard range:0.345211
- update strategy
- iter:12000
- after update actions regrets:-13523.7|17233.8|45676.8|-9361.41|-2.11831e+06|
- after update actions average regrets:2898.24|2994.17|2947.81|1961.61|0|
- AI take action:check, probability:0.268333, regret:-13523.7, randomc:0.0668576
- total pot:800
- python rec ai action: check
- community cards:2h|Td|4s|Qs|5h|
- mycard:0, range:0.0926237
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.827|0|0.173053|0|0|0|
- mycard range:0.0926237
- update strategy
- iter:12000
- after update actions regrets:669.935|-407327|-52566.7|-78181.9|-120917|-205309|
- after update actions average regrets:10911|0|0|0|0|0|
- AI take action:fold, probability:1, regret:669.935, randomc:0.353171
- total pot:1600
- python rec ai action: fold
- -------------- game: 942 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 6cJs,
- board: 2hTd4sQs5h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:f
- total_win: 47100
- AI position:1
- AI card:5c|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.678069
- total pot:400
- python rec ai action: fold
- -------------- game: 943 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c2d
- board:
- action_history: 0:r300,1:f
- total_win: 47000
- AI position:0
- AI card:Qs|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28, randomc:0.678069
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Th|3h|8d|
- mycard:0, range:0.746393
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:70.5963|130.112|12.6005|0.689936|0.000942268|0|0|0|
- after update actions regrets:70.5963|130.112|12.6005|0.689936|0.000942268|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.330189, regret:70.5963, randomc:0.105073
- total pot:400
- python rec ai action: check
- community cards:Th|3h|8d|3c|
- mycard:0, range:0.246227
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.727|0.0814584|0.130052|0.0619865|0|
- mycard range:0.246227
- update strategy
- iter:12000
- after update actions regrets:26891.5|-54111.1|-22582.1|-58736.1|-3.8773e+06|
- after update actions average regrets:8850.44|782.843|790.221|420.148|0|
- AI take action:check, probability:0.81627, regret:26891.5, randomc:0.29038
- total pot:400
- python rec ai action: check
- community cards:Th|3h|8d|3c|4s|
- mycard:0, range:0.200967
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.200967
- update strategy
- iter:12000
- after update actions regrets:4172.67|-49816.3|-49325.3|-79251.3|-1.32404e+06|
- after update actions average regrets:10729|0|0|0|0|
- AI take action:check, probability:1, regret:4172.67, randomc:0.890435
- total pot:400
- python rec ai action: check
- -------------- game: 944 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9cQs, Qc6h
- board: Th3h8d3c4s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 47200
- AI position:1
- AI card:6s|Qs
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1126.72|12.4027|691.225|229.943|62.8973|16.3939|0.417537|0|
- after update actions regrets:1126.72|12.4027|691.225|229.943|62.8973|16.3939|0.417537|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.527154, regret:1126.72, randomc:0.357188
- total pot:200
- python rec ai action: check
- community cards:6c|Th|5c|
- mycard:1, range:0.526505
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:168.641|38.6685|5.6164|0.633126|0.373349|0.0675992|0|0|
- after update actions regrets:168.641|38.6685|5.6164|0.633126|0.373349|0.0675992|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.796209, regret:168.641, randomc:0.516324
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|Th|5c|Jd|
- mycard:1, range:0.414908
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:147.469|66.4664|0.0644481|0|0|
- mycard range:0.414908
- update strategy
- iter:12000
- after update actions regrets:4334.83|2659.82|-656.579|-4206.64|-118275|
- after update actions average regrets:6614.45|2937.54|512.093|122.213|0|
- AI take action:raise 100, probability:0.288365, regret:2659.82, randomc:0.776043
- total pot:300
- python rec ai action: raise 100
- -------------- game: 945 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Qs6s
- board: 6cTh5cJd
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 47300
- AI position:0
- AI card:Js|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|69.4387|1337.06|720.649|12.855|0|0|0|0|
- after update actions regrets:0|69.4387|1337.06|720.649|12.855|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.336763, regret:720.649, randomc:0.744644
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9c|Qs|Qc|
- mycard:0, range:0.336752
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:42.9143|168.446|2.50204|0.0114396|0|0.1|0.0267241|0|
- after update actions regrets:42.9143|168.446|2.50204|0.0114396|0|0.1|0.0267241|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.198113, regret:42.9143, randomc:0.154654
- total pot:600
- python rec ai action: check
- community cards:9c|Qs|Qc|8s|
- mycard:0, range:0.0675302
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:32.1391|181.789|0.071941|0|0|
- mycard range:0.0675302
- update strategy
- iter:12000
- after update actions regrets:-9958.94|31096.7|-6619.91|-66283.4|-1.8736e+06|
- after update actions average regrets:2215.97|7485.08|893.788|309.025|0|
- AI take action:raise 1200, probability:0.0283434, regret:-66283.4, randomc:0.984361
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 946 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: JsKs,
- board: 9cQsQc8s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 47600
- AI position:1
- AI card:5s|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.920056, regret:1968.1, randomc:0.294483
- total pot:400
- python rec ai action: fold
- -------------- game: 947 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5s7d
- board:
- action_history: 0:r300,1:f
- total_win: 47500
- AI position:0
- AI card:6s|8s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.67, randomc:0.36197
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1901.99|238.01|0|
- after update actions regrets:0|1901.99|238.01|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.888733, regret:1901.99, randomc:0.516374
- total pot:1200
- python rec ai action: call
- community cards:Th|9c|Qh|
- mycard:0, range:0.611628
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.962|0|0|0.038087|0|0|0|
- after update actions regrets:213.962|0|0|0.038087|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.962, randomc:0.0836253
- total pot:2400
- python rec ai action: fold
- -------------- game: 948 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 8s6s,
- board: Th9cQh
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 46900
- AI position:1
- AI card:Ks|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.045569|5.18574|21.6866|1984.43|126.026|0.207768|0.243459|2.17829|
- after update actions regrets:0|0.045569|5.18574|21.6866|1984.43|126.026|0.207768|0.243459|2.17829|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.92797, regret:1984.43, randomc:0.745627
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 949 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KcKs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 47200
- AI position:0
- AI card:3d|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.648269, regret:1386.88, randomc:0.0884497
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5d|Kd|9s|
- mycard:0, range:0.648075
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.12173|133.758|78.478|0.490427|0.143529|0.00553847|0|0.00246305|
- after update actions regrets:1.12173|133.758|78.478|0.490427|0.143529|0.00553847|0|0.00246305|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.627358, regret:133.758, randomc:0.184264
- total pot:600
- python rec ai action: raise 200
- -------------- game: 950 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 3dAd,
- board: 5dKd9s
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 47400
- AI position:1
- AI card:Tc|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52, randomc:0.0028261
- total pot:400
- python rec ai action: fold
- -------------- game: 951 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Tc6d
- board:
- action_history: 0:r300,1:f
- total_win: 47300
- AI position:0
- AI card:3d|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.449228, regret:960.75, randomc:0.609673
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|6d|Th|
- mycard:0, range:0.448949
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:41.0131|162.872|9.01207|1.02699|0.0762217|0|0|0|
- after update actions regrets:41.0131|162.872|9.01207|1.02699|0.0762217|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.760563, regret:162.872, randomc:0.361313
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8d|6d|Th|Ad|
- mycard:0, range:0.341687
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.558|0.418187|0.0238994|0|0|
- mycard range:0.341687
- update strategy
- iter:12000
- after update actions regrets:38824.9|14212.8|5901.36|-54676.7|-3.04805e+06|
- after update actions average regrets:3510.09|4186.66|860.205|2023.85|0|
- AI take action:check, probability:0.331789, regret:38824.9, randomc:0.267776
- total pot:800
- python rec ai action: check
- community cards:8d|6d|Th|Ad|3h|
- mycard:0, range:0.113352
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|28.7706|71.9791|113.25|0|
- mycard range:0.113352
- update strategy
- iter:12000
- after update actions regrets:-112089|-22610.6|16484.6|-19350.1|-2.54504e+06|
- after update actions average regrets:0|365.316|8151.42|2119.96|0|
- AI take action:raise 800, probability:0.766432, regret:16484.6, randomc:0.330359
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 952 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: 6h3d, JcKh
- board: 8d6dThAd3h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r800,1:c
- total_win: 48500
- AI position:1
- AI card:8c|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.0683201, regret:146.09, randomc:0.971447
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 953 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8cQh
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 48800
- AI position:0
- AI card:8s|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.76088, regret:1626.99, randomc:0.36627
- total pot:300
- python rec ai action: raise 200
- -------------- game: 954 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8sJh,
- board:
- action_history: 0:r200,1:f
- total_win: 48900
- AI position:1
- AI card:6s|3d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1880.13|1.1388|117.061|60.0366|30.79|50.8399|0|0|
- after update actions regrets:1880.13|1.1388|117.061|60.0366|30.79|50.8399|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.879326, regret:1880.13, randomc:0.603048
- total pot:200
- python rec ai action: check
- community cards:Kc|9s|3c|
- mycard:1, range:0.878567
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:169.302|41.8779|2.60847|0.032607|0.0954164|0.0703116|0.0130168|0|
- after update actions regrets:169.302|41.8779|2.60847|0.032607|0.0954164|0.0703116|0.0130168|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.79717, regret:169.302, randomc:0.645727
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:39.8987|37.8653|102.367|33.8694|0|
- after update actions regrets:39.8987|37.8653|102.367|33.8694|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:raise 500, probability:0.483412, regret:102.367, randomc:0.704351
- total pot:900
- python rec ai action: raise 500
- opp action:call
- total pot:1200
- community cards:Kc|9s|3c|9h|
- mycard:1, range:0.332483
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:172.924|40.727|0.0874265|0.261376|0|
- mycard range:0.332483
- update strategy
- iter:12000
- after update actions regrets:574.193|-450.004|-415.643|-3051.47|-30706.7|
- after update actions average regrets:10275.5|390.223|7.65282|0|0|
- AI take action:check, probability:0.9628, regret:574.193, randomc:0.674393
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:Kc|9s|3c|9h|Tc|
- mycard:1, range:0.320088
- before update actions:l|1|2|4|n|
- before update actions regrets:213.962|0.0348128|0|0|0.00322146|
- mycard range:0.320088
- update strategy
- iter:12000
- after update actions regrets:215.936|-1552.99|-1922.03|-2007.03|-4007.02|
- after update actions average regrets:10709|0|0|0|0|
- AI take action:check, probability:1, regret:215.936, randomc:0.983546
- total pot:1200
- python rec ai action: check
- -------------- game: 955 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: TsKd, 6s3d
- board: Kc9s3c9hTc
- action_history: 0:c,1:c/1:c,0:r200,1:r500,0:c/1:c,0:c/1:c,0:c
- total_win: 48300
- AI position:0
- AI card:6c|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.249766, regret:534.448, randomc:0.91799
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Jd|7d|2s|
- mycard:0, range:0.249742
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.863|4.85678|0.182564|0.0706372|0.0190476|0.00817052|0|0|
- after update actions regrets:208.863|4.85678|0.182564|0.0706372|0.0190476|0.00817052|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.863, randomc:0.877457
- total pot:600
- python rec ai action: check
- community cards:Jd|7d|2s|4c|
- mycard:0, range:0.243747
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.744905|5.9104|206.917|0.427785|0|
- mycard range:0.243747
- update strategy
- iter:12000
- after update actions regrets:-2466.06|37756.1|564.112|-13947.4|-643253|
- after update actions average regrets:1371.78|2906.61|376.691|5783.1|0|
- AI take action:raise 600, probability:0.0360291, regret:564.112, randomc:0.41956
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 956 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 5h6c,
- board: Jd7d2s4c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 48600
- AI position:1
- AI card:3d|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.32875
- total pot:400
- python rec ai action: fold
- -------------- game: 957 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Th3d
- board:
- action_history: 0:r300,1:f
- total_win: 48500
- AI position:0
- AI card:8s|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.228718, regret:489.369, randomc:0.87449
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.646902
- total pot:1200
- python rec ai action: fold
- -------------- game: 958 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 5h8s,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 48200
- AI position:1
- AI card:7c|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.663079, regret:1417.19, randomc:0.786758
- total pot:600
- python rec ai action: call
- community cards:6h|8h|4d|
- mycard:1, range:0.662237
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.665|12.6371|0.109212|0.295126|0.105371|0.110836|0.0772205|0|
- after update actions regrets:200.665|12.6371|0.109212|0.295126|0.105371|0.110836|0.0772205|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.665, randomc:0.413587
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|8h|4d|7d|
- mycard:1, range:0.620971
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.089|2.55768|0.240246|0.113197|0|
- mycard range:0.620971
- update strategy
- iter:12000
- after update actions regrets:15721.6|963.074|-7803.24|-104507|-1.05695e+06|
- after update actions average regrets:8516.88|1934.95|41.1447|0|0|
- AI take action:check, probability:0.811743, regret:15721.6, randomc:0.0349246
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|8h|4d|7d|Kd|
- mycard:1, range:0.504027
- before update actions:l|1|2|4|n|
- before update actions regrets:65.6272|147.437|0.93552|0|0|
- mycard range:0.504027
- update strategy
- iter:12000
- after update actions regrets:840.99|5483.8|1888.3|-75782.6|-710894|
- after update actions average regrets:3723.22|3810.99|2846.04|0|0|
- AI take action:check, probability:0.358705, regret:840.99, randomc:0.145537
- total pot:600
- python rec ai action: check
- -------------- game: 959 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: AcJc, 7c6d
- board: 6h8h4d7dKd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48500
- AI position:0
- AI card:Ks|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.285447, regret:610.733, randomc:0.836882
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4h|3c|Jd|
- mycard:0, range:0.285389
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:25.3063|106.787|46.9107|32.464|2.2037|0.166026|0|0.162382|
- after update actions regrets:25.3063|106.787|46.9107|32.464|2.2037|0.166026|0|0.162382|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.218009, regret:46.9107, randomc:0.765846
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 960 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: JcKs,
- board: 4h3cJd
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 48800
- AI position:1
- AI card:6c|9d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1691.37|5.7138|332.972|64.5915|15.9743|28.9815|0.399281|0|
- after update actions regrets:1691.37|5.7138|332.972|64.5915|15.9743|28.9815|0.399281|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.792037, regret:1691.37, randomc:0.618613
- total pot:200
- python rec ai action: check
- community cards:Jd|Ks|5h|
- mycard:1, range:0.790359
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.641|1.68384|0.222241|0.417976|0.0235653|0.0108756|0|0|
- after update actions regrets:211.641|1.68384|0.222241|0.417976|0.0235653|0.0108756|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.641, randomc:0.233133
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Ks|5h|2c|
- mycard:1, range:0.781648
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:75.8206|69.7526|68.4269|0|0|
- mycard range:0.781648
- update strategy
- iter:12000
- after update actions regrets:161.566|99.4982|-3146.83|-4416.25|-157280|
- after update actions average regrets:10143.1|309.967|0|0|0|
- AI take action:check, probability:0.970436, regret:161.566, randomc:0.00439755
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Ks|5h|2c|Kd|
- mycard:1, range:0.75847
- before update actions:l|1|2|4|n|
- before update actions regrets:201.84|1.45008|0.473853|10.2361|0|
- mycard range:0.75847
- update strategy
- iter:12000
- after update actions regrets:352.528|146.139|-462.838|-552.075|-3200.31|
- after update actions average regrets:9521.3|335.506|255.076|0|0|
- AI take action:check, probability:0.941648, regret:352.528, randomc:0.249771
- total pot:200
- python rec ai action: check
- -------------- game: 961 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: 3sTc, 9d6c
- board: JdKs5h2cKd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48700
- AI position:0
- AI card:3s|9s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.716292, regret:1530.93, randomc:0.309813
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1006.82|1124.31|8.86994|0|
- after update actions regrets:1006.82|1124.31|8.86994|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.470533, regret:1006.82, randomc:0.309727
- total pot:800
- python rec ai action: fold
- -------------- game: 962 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3s9s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 48500
- AI position:1
- AI card:Jc|3h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2134.57|0.934932|2.12649|0.123077|0|1.64703|0.59568|0|
- after update actions regrets:2134.57|0.934932|2.12649|0.123077|0|1.64703|0.59568|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.998596, regret:2134.57, randomc:0.831174
- total pot:200
- python rec ai action: check
- community cards:3d|5d|7h|
- mycard:1, range:0.997464
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.445|5.98013|2.15326|0.421985|0|0|0|0|
- after update actions regrets:205.445|5.98013|2.15326|0.421985|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.445, randomc:0.873158
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:62.1295|120.428|6.28154|25.1612|0|
- after update actions regrets:62.1295|120.428|6.28154|25.1612|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.56338, regret:120.428, randomc:0.613676
- total pot:600
- python rec ai action: call
- community cards:3d|5d|7h|Ts|
- mycard:1, range:0.538879
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.17|0.8297|0|0|0|
- mycard range:0.538879
- update strategy
- iter:12000
- after update actions regrets:436.625|-2087.72|-4230.55|-9745.55|-201882|
- after update actions average regrets:9770.56|683.09|0|0|0|
- AI take action:check, probability:0.93466, regret:436.625, randomc:0.0934633
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3d|5d|7h|Ts|6d|
- mycard:1, range:0.503666
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.503666
- update strategy
- iter:12000
- after update actions regrets:232.377|-639.623|-1701.62|-2654.62|-6772.62|
- after update actions average regrets:10384.4|72.2661|0|0|0|
- AI take action:check, probability:0.993114, regret:232.377, randomc:0.542671
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-9.29527|294.958|-1371.82|150.831|-2845.17|
- mycard range:0.503666
- update strategy
- iter:12000
- after update actions regrets:239.398|332.651|-3535.12|-460.476|-5385.48|
- after update actions average regrets:7327.34|13111|0|348.184|22.6519|
- AI take action:fold, probability:0.352141, regret:239.398, randomc:0.277644
- total pot:1200
- python rec ai action: fold
- -------------- game: 963 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 3hJc
- board: 3d5d7hTs6d
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 48200
- AI position:0
- AI card:6c|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.740879, regret:1584.4, randomc:0.49341
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5h|6s|6h|
- mycard:0, range:0.740372
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|38.0742|131.191|41.1911|2.68732|0.657993|0.109649|0.0891058|
- after update actions regrets:0|38.0742|131.191|41.1911|2.68732|0.657993|0.109649|0.0891058|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.179245, regret:38.0742, randomc:0.147144
- total pot:600
- python rec ai action: raise 200
- -------------- game: 964 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6cAd,
- board: 5h6s6h
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 48400
- AI position:1
- AI card:8h|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.84761|1639.09|3.32994|9.4043|461.98|16.3467|0|0|0|
- after update actions regrets:9.84761|1639.09|3.32994|9.4043|461.98|16.3467|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.766963, regret:1639.09, randomc:0.453786
- total pot:600
- python rec ai action: call
- community cards:8c|Kd|Ks|
- mycard:1, range:0.765931
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:172.041|35.3466|6.2857|0.0134888|0.0650791|0|0.236935|0.0112725|
- after update actions regrets:172.041|35.3466|6.2857|0.0134888|0.0650791|0|0.236935|0.0112725|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.807512, regret:172.041, randomc:0.233981
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8c|Kd|Ks|8s|
- mycard:1, range:0.615754
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:116.329|17.5152|79.9515|0.160158|0.0437609|
- mycard range:0.615754
- update strategy
- iter:12000
- after update actions regrets:-18250.2|10865|10272.5|-26036.3|-722828|
- after update actions average regrets:695.237|4236.19|5146.41|51.2557|0|
- AI take action:raise 600, probability:0.508096, regret:10272.5, randomc:0.530775
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:8c|Kd|Ks|8s|2d|
- mycard:1, range:0.312854
- before update actions:l|1|2|4|n|
- before update actions regrets:41.1518|129.252|42.3079|1.28806|0|
- mycard range:0.312854
- update strategy
- iter:12000
- after update actions regrets:-198094|-2260.26|7708.8|-37514.2|-238917|
- after update actions average regrets:0|1164.64|9071.81|3.46181|0|
- AI take action:raise 1800, probability:0.886013, regret:7708.8, randomc:0.514864
- total pot:3600
- python rec ai action: raise 1800
- -------------- game: 965 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , Th8h
- board: 8cKdKs8s2d
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:r1800,0:f
- total_win: 49300
- AI position:0
- AI card:Ks|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09, randomc:0.146353
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5d|As|9d|
- mycard:0, range:0.751911
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.89|0.0484186|0.0175978|0|0.0362608|0|0|0.00759777|
- after update actions regrets:213.89|0.0484186|0.0175978|0|0.0362608|0|0|0.00759777|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.89, randomc:0.102237
- total pot:400
- python rec ai action: check
- community cards:5d|As|9d|2s|
- mycard:0, range:0.751525
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.768|0.0499842|0.16976|0.0122302|0|
- mycard range:0.751525
- update strategy
- iter:12000
- after update actions regrets:6886.19|-84487.5|-130777|-172946|-3.9595e+06|
- after update actions average regrets:10773.2|0.0438543|115.879|12.2836|0|
- AI take action:check, probability:0.988349, regret:6886.19, randomc:0.25428
- total pot:400
- python rec ai action: check
- community cards:5d|As|9d|2s|Tc|
- mycard:0, range:0.742687
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.852|0.148|0|0|0|0|
- mycard range:0.742687
- update strategy
- iter:12000
- after update actions regrets:4342.59|-13616.1|-15869.3|-26567.3|-70713.3|-936123|
- after update actions average regrets:10625.1|139.065|0|0|0|0|
- AI take action:fold, probability:0.987087, regret:4342.59, randomc:0.342032
- total pot:800
- python rec ai action: fold
- -------------- game: 966 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ks7h,
- board: 5dAs9d2sTc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 49100
- AI position:1
- AI card:As|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.781937, regret:1671.1, randomc:0.249633
- total pot:600
- python rec ai action: call
- community cards:4h|4c|Ac|
- mycard:1, range:0.780886
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:165.292|48.0173|0.259748|0.200489|0.0734722|0.0370985|0.1|0.0201551|
- after update actions regrets:165.292|48.0173|0.259748|0.200489|0.0734722|0.0370985|0.1|0.0201551|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.774648, regret:165.292, randomc:0.56219
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|4c|Ac|Ts|
- mycard:1, range:0.603149
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:11.0822|34.3963|167.468|1.00322|0.050274|
- mycard range:0.603149
- update strategy
- iter:12000
- after update actions regrets:8781.57|12363.9|3417.96|-28928.5|-811202|
- after update actions average regrets:2610.46|6996.09|716.251|0|0|
- AI take action:raise 300, probability:0.677776, regret:12363.9, randomc:0.59899
- total pot:900
- python rec ai action: raise 300
- -------------- game: 967 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9cAs
- board: 4h4cAcTs
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 49400
- AI position:0
- AI card:8s|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.704258, regret:1505.92, randomc:0.134788
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1359.38|780.619|0|0|
- after update actions regrets:1359.38|780.619|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.364656, regret:780.619, randomc:0.646673
- total pot:1200
- python rec ai action: call
- community cards:5c|5h|Qc|
- mycard:0, range:0.256692
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:1.90004|67.0094|144.999|0.0913828|0|0|0|
- after update actions regrets:1.90004|67.0094|144.999|0.0913828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 1200, probability:0.679245, regret:144.999, randomc:0.533697
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 968 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 6c8s,
- board: 5c5hQc
- action_history: 0:r200,1:r600,0:c/1:c,0:r1200,1:f
- total_win: 50000
- AI position:1
- AI card:9s|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:13.4751|1723.57|2.41506|6.28642|377.333|16.9184|0|0|0|
- after update actions regrets:13.4751|1723.57|2.41506|6.28642|377.333|16.9184|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.80627, regret:1723.57, randomc:0.618557
- total pot:600
- python rec ai action: call
- community cards:4h|Tc|Ad|
- mycard:1, range:0.805408
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.732|0.682628|0.219137|0|0.072933|0.0650393|0.0659276|0.162707|
- after update actions regrets:212.732|0.682628|0.219137|0|0.072933|0.0650393|0.0659276|0.162707|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.732, randomc:0.898868
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|Tc|Ad|9h|
- mycard:1, range:0.800634
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:146.827|24.2839|8.33081|34.5089|0.0495152|
- mycard range:0.800634
- update strategy
- iter:12000
- after update actions regrets:32860.1|10142.5|-9806.03|-25228.2|-332856|
- after update actions average regrets:5902.44|2810.26|1293.74|398.382|24.1056|
- AI take action:check, probability:0.56603, regret:32860.1, randomc:0.124054
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|Tc|Ad|9h|Ks|
- mycard:1, range:0.453133
- before update actions:l|1|2|4|n|
- before update actions regrets:77.0846|129.081|4.16637|3.65352|0.014963|
- mycard range:0.453133
- update strategy
- iter:12000
- after update actions regrets:9961.36|-15538.6|-29049.6|-10047.1|-1.14075e+06|
- after update actions average regrets:8619.5|414.383|20.2864|1367.5|0|
- AI take action:check, probability:0.827159, regret:9961.36, randomc:0.559584
- total pot:600
- python rec ai action: check
- -------------- game: 969 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 7s4s, 9sTh
- board: 4hTcAd9hKs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 50300
- AI position:0
- AI card:Ks|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.161758, regret:346.43, randomc:0.909095
- total pot:400
- python rec ai action: raise 300
- -------------- game: 970 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ks4h,
- board:
- action_history: 0:r300,1:f
- total_win: 50400
- AI position:1
- AI card:6c|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52, randomc:0.0665046
- total pot:400
- python rec ai action: fold
- -------------- game: 971 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6cTd
- board:
- action_history: 0:r300,1:f
- total_win: 50300
- AI position:0
- AI card:4s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54, randomc:0.418878
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.23|0|3.77305|0|
- after update actions regrets:2136.23|0|3.77305|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.23, randomc:0.259509
- total pot:800
- python rec ai action: fold
- -------------- game: 972 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qd4s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 50100
- AI position:1
- AI card:3s|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.753156, regret:1611.36, randomc:0.142803
- total pot:400
- python rec ai action: fold
- -------------- game: 973 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3sKc
- board:
- action_history: 0:r300,1:f
- total_win: 50000
- AI position:0
- AI card:As|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.598503, regret:1279.89, randomc:0.570085
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1918.27|221.728|0|
- after update actions regrets:0|1918.27|221.728|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.896681, regret:1918.27, randomc:0.208063
- total pot:1200
- python rec ai action: call
- community cards:7s|Jc|6s|
- mycard:0, range:0.53611
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:165.017|16.2526|30.861|1.85722|0.012601|0|0|
- after update actions regrets:165.017|16.2526|30.861|1.85722|0.012601|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.778302, regret:165.017, randomc:0.328972
- total pot:2400
- python rec ai action: fold
- -------------- game: 974 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 9cAs,
- board: 7sJc6s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 49400
- AI position:1
- AI card:7d|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.789794, regret:1687.92, randomc:0.627906
- total pot:600
- python rec ai action: call
- community cards:2c|Ah|Qd|
- mycard:1, range:0.788749
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.66|0.141127|0.198869|0|0|0|0|0|
- after update actions regrets:213.66|0.141127|0.198869|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.66, randomc:0.692521
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2c|Ah|Qd|9d|
- mycard:1, range:0.787495
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.663|1.01565|0.247451|0.0738769|0|
- mycard range:0.787495
- update strategy
- iter:12000
- after update actions regrets:19097.2|6708.6|14677.8|6476.66|-590180|
- after update actions average regrets:5511.77|1235.5|2308.77|1510.33|0|
- AI take action:check, probability:0.521677, regret:19097.2, randomc:0.0314807
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2c|Ah|Qd|9d|9s|
- mycard:1, range:0.410784
- before update actions:l|1|2|4|n|
- before update actions regrets:213.687|0.146361|0.1|0.0667568|0|
- mycard range:0.410784
- update strategy
- iter:12000
- after update actions regrets:3221.14|-61550.4|-48844.4|-47455.5|-453949|
- after update actions average regrets:10375|0|0|0|0|
- AI take action:check, probability:1, regret:3221.14, randomc:0.307104
- total pot:600
- python rec ai action: check
- -------------- game: 975 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 8s8c, Jd7d
- board: 2cAhQd9d9s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49100
- AI position:0
- AI card:4d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.161758, regret:346.43, randomc:0.967481
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:2c|Th|As|
- mycard:0, range:0.161883
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.991|3.73111|0.893281|0.35259|0.0324138|0|0|0|
- after update actions regrets:208.991|3.73111|0.893281|0.35259|0.0324138|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985782, regret:208.991, randomc:0.519501
- total pot:600
- python rec ai action: check
- community cards:2c|Th|As|Kc|
- mycard:0, range:0.158094
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.930481|97.9427|115.081|0.0215957|0.0238411|
- mycard range:0.158094
- update strategy
- iter:12000
- after update actions regrets:6570.12|-8227.87|-112277|-215930|-2.97244e+06|
- after update actions average regrets:10632.7|198.24|0|0|0|
- AI take action:check, probability:0.981717, regret:6570.12, randomc:0.00953066
- total pot:600
- python rec ai action: check
- community cards:2c|Th|As|Kc|7c|
- mycard:0, range:0.1552
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|210.913|0|0|3.08745|0|
- mycard range:0.1552
- update strategy
- iter:12000
- after update actions regrets:-31751.4|233.518|-35086.4|-62531.4|-83789.3|-465712|
- after update actions average regrets:0|10554|0|0|0|0|
- AI take action:call, probability:1, regret:233.518, randomc:0.999051
- total pot:1800
- python rec ai action: call
- -------------- game: 976 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 4dKh, JhQd
- board: 2cThAsKc7c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:c
- total_win: 48200
- AI position:1
- AI card:9d|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.777345|1401.99|5.60506|17.526|691.211|18.7451|0.527675|0.546322|3.07269|
- after update actions regrets:0.777345|1401.99|5.60506|17.526|691.211|18.7451|0.527675|0.546322|3.07269|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.656206, regret:1401.99, randomc:0.0519863
- total pot:600
- python rec ai action: call
- community cards:Qd|8s|Qh|
- mycard:1, range:0.655135
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:203.765|9.38841|0.576851|0.0815502|0.0911783|0.0229493|0.0693896|0.00437762|
- after update actions regrets:203.765|9.38841|0.576851|0.0815502|0.0911783|0.0229493|0.0693896|0.00437762|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.957547, regret:203.765, randomc:0.561832
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qd|8s|Qh|9s|
- mycard:1, range:0.623803
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:111.07|39.1097|57.8237|5.99405|0.00231639|
- mycard range:0.623803
- update strategy
- iter:12000
- after update actions regrets:4509.94|26696|22063|-45866.1|-568514|
- after update actions average regrets:2273.67|5312.47|2137.09|181.611|0|
- AI take action:raise 600, probability:0.215793, regret:22063, randomc:0.784538
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Qd|8s|Qh|9s|Kd|
- mycard:1, range:0.134593
- before update actions:l|1|2|4|n|
- before update actions regrets:112.754|59.4233|17.1036|24.6772|0.042013|
- mycard range:0.134593
- update strategy
- iter:12000
- after update actions regrets:13017.5|47975.9|-64002.2|-109998|-151285|
- after update actions average regrets:2806.93|5437.72|31.1887|489.386|1467.96|
- AI take action:check, probability:0.274291, regret:13017.5, randomc:0.0768211
- total pot:1800
- python rec ai action: check
- -------------- game: 977 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 8cJd, 9h9d
- board: Qd8sQh9sKd
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:c,0:c
- total_win: 49100
- AI position:0
- AI card:9s|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.720898, regret:1542.2, randomc:0.57153
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5h|Jh|8c|
- mycard:0, range:0.720654
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:127.525|40.7866|23.043|22.6452|0|0|0|0|
- after update actions regrets:127.525|40.7866|23.043|22.6452|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.599057, regret:127.525, randomc:0.113448
- total pot:400
- python rec ai action: check
- community cards:5h|Jh|8c|Kc|
- mycard:0, range:0.429446
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:46.3605|25.1564|139.643|2.84015|0|
- mycard range:0.429446
- update strategy
- iter:12000
- after update actions regrets:21100.6|10042.4|15440.9|20433.1|-2.10354e+06|
- after update actions average regrets:2261.84|2143.59|3411.69|3036.4|0|
- AI take action:raise 200, probability:0.197493, regret:10042.4, randomc:0.258433
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:5h|Jh|8c|Kc|3d|
- mycard:0, range:0.0848164
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:128.477|4.96929|0.538137|80.0158|0|
- mycard range:0.0848164
- update strategy
- iter:12000
- after update actions regrets:-12579.5|10455|11054.5|28539|-677349|
- after update actions average regrets:3743.3|3863.53|731.444|2554.87|0|
- AI take action:raise 400, probability:0.354697, regret:10455, randomc:0.457195
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 978 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 6c9s,
- board: 5hJh8cKc3d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r400,1:f
- total_win: 49500
- AI position:1
- AI card:9d|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.192794, regret:412.79, randomc:0.848442
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 979 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ah9d
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 49800
- AI position:0
- AI card:2d|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.243934
- total pot:150
- python rec ai action: fold
- -------------- game: 980 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d6h,
- board:
- action_history: 0:f
- total_win: 49750
- AI position:1
- AI card:Qc|4d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.972391, regret:2078.27, randomc:0.243934
- total pot:200
- python rec ai action: check
- community cards:Kd|6d|Th|
- mycard:1, range:0.971155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.609|24.9246|0.429905|0.0361908|0|0|0|0|
- after update actions regrets:188.609|24.9246|0.429905|0.0361908|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.886792, regret:188.609, randomc:0.0689663
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|6d|Th|4s|
- mycard:1, range:0.855929
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:162.374|51.6261|0|0|0|
- mycard range:0.855929
- update strategy
- iter:12000
- after update actions regrets:3769.47|3377.73|871.099|-2610.9|-67993.9|
- after update actions average regrets:3633.54|3906.28|2494.7|0|0|
- AI take action:check, probability:0.362105, regret:3769.47, randomc:0.249751
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|6d|Th|4s|Qd|
- mycard:1, range:0.309935
- before update actions:l|1|2|4|n|
- before update actions regrets:176.519|11.7508|1.22436|24.5063|0|
- mycard range:0.309935
- update strategy
- iter:12000
- after update actions regrets:567.659|-1366.11|-780.635|-931.353|-96455.9|
- after update actions average regrets:10108.8|0|115.634|0|0|
- AI take action:check, probability:0.988751, regret:567.659, randomc:0.545705
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:-15028.8|326.756|-163.974|221.759|-34784.8|
- mycard range:0.309935
- update strategy
- iter:12000
- after update actions regrets:-28346|454.579|-1164.15|-217.418|-60270|
- after update actions average regrets:0|16508.7|1636.42|2184.81|0|
- AI take action:call, probability:0.812082, regret:454.579, randomc:0.255845
- total pot:600
- python rec ai action: call
- -------------- game: 981 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: Js9h, 4dQc
- board: Kd6dTh4sQd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 49450
- AI position:0
- AI card:5s|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.7927, regret:1694.93, randomc:0.415221
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|9s|3d|
- mycard:0, range:0.792023
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.258|3.76882|0.869157|0.0148764|0.0533453|0|0.0207568|0.0151062|
- after update actions regrets:209.258|3.76882|0.869157|0.0148764|0.0533453|0|0.0207568|0.0151062|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.258, randomc:0.50845
- total pot:400
- python rec ai action: check
- community cards:9c|9s|3d|8c|
- mycard:0, range:0.774473
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:212.456|1.51601|0.0278|0|0|0|
- mycard range:0.774473
- update strategy
- iter:12000
- after update actions regrets:3844.12|-43976.8|-52154.3|-66989.3|-69346.3|-3.07817e+06|
- after update actions average regrets:10933|0|0|0|0|0|
- AI take action:fold, probability:1, regret:3844.12, randomc:0.478264
- total pot:800
- python rec ai action: fold
- -------------- game: 982 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5sKd,
- board: 9c9s3d8c
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 49250
- AI position:1
- AI card:9c|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions regrets:371.161|1694.54|0.182225|0.909428|72.6767|0.53468|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.7927, regret:1694.54, randomc:0.709275
- total pot:600
- python rec ai action: call
- community cards:3d|5h|3s|
- mycard:1, range:0.791839
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.445|0.242609|0.200409|0.0504176|0.034212|0.0139315|0.013583|0.000302701|
- after update actions regrets:213.445|0.242609|0.200409|0.0504176|0.034212|0.0139315|0.013583|0.000302701|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.445, randomc:0.921947
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3d|5h|3s|Kc|
- mycard:1, range:0.789784
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.075|0.6269|0.260863|0.0370823|0|
- mycard range:0.789784
- update strategy
- iter:12000
- after update actions regrets:3582.91|-20869.5|-27541.9|-51948.1|-990129|
- after update actions average regrets:10373|0|0|0|0|
- AI take action:check, probability:1, regret:3582.91, randomc:0.298415
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3d|5h|3s|Kc|7s|
- mycard:1, range:0.789784
- before update actions:l|1|2|4|n|
- before update actions regrets:1.32696|212.001|0.617045|0.0283379|0.0266641|
- mycard range:0.789784
- update strategy
- iter:12000
- after update actions regrets:-17448.8|6060.84|-49486.5|-151610|-508033|
- after update actions average regrets:551.182|9805.1|0|0|0|
- AI take action:raise 300, probability:0.946794, regret:6060.84, randomc:0.981783
- total pot:900
- python rec ai action: raise 300
- -------------- game: 983 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: Kh8h, 9c7h
- board: 3d5h3sKc7s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 48650
- AI position:0
- AI card:2c|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.651706, regret:1394.22, randomc:0.170896
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jd|Ts|Td|
- mycard:0, range:0.651505
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:118.758|11.7016|53.4999|21.6779|8.33517|0.0270579|0|0|
- after update actions regrets:118.758|11.7016|53.4999|21.6779|8.33517|0.0270579|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.559242, regret:118.758, randomc:0.529951
- total pot:400
- python rec ai action: check
- community cards:Jd|Ts|Td|Qd|
- mycard:0, range:0.36155
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.83125|1.36868|211.8|0|0|
- mycard range:0.36155
- update strategy
- iter:12000
- after update actions regrets:16614.5|12501.1|19242.5|-1161.31|-3.0258e+06|
- after update actions average regrets:1600.98|2777.82|5673.96|471.751|0|
- AI take action:raise 200, probability:0.263948, regret:12501.1, randomc:0.287442
- total pot:600
- python rec ai action: raise 200
- -------------- game: 984 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8c2c,
- board: JdTsTdQd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 48850
- AI position:1
- AI card:2c|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.900749, regret:1924.48, randomc:0.0354993
- total pot:200
- python rec ai action: check
- community cards:6c|Js|Jh|
- mycard:1, range:0.899291
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.959|0.040601|0|0|0|0|0|0|
- after update actions regrets:213.959|0.040601|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.959, randomc:0.315846
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214|0|0|0|0|
- after update actions regrets:214|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:214, randomc:0.551213
- total pot:400
- python rec ai action: fold
- -------------- game: 985 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c5d
- board: 6cJsJh
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 48750
- AI position:0
- AI card:Ts|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.72217, regret:1544.26, randomc:0.555999
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8c|Jh|Qc|
- mycard:0, range:0.721617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:175.468|37.663|0.649044|0.182689|0.0370196|0|0|0|
- after update actions regrets:175.468|37.663|0.649044|0.182689|0.0370196|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.825472, regret:175.468, randomc:0.113615
- total pot:400
- python rec ai action: check
- community cards:8c|Jh|Qc|6c|
- mycard:0, range:0.591686
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.591686
- update strategy
- iter:12000
- after update actions regrets:21604.8|-23810.2|23652.8|-8500.22|-2.48077e+06|
- after update actions average regrets:4591.68|1614.5|4687.33|4.53807|0|
- AI take action:raise 400, probability:0.430158, regret:23652.8, randomc:0.962178
- total pot:800
- python rec ai action: raise 400
- -------------- game: 986 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ts7c,
- board: 8cJhQc6c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 48950
- AI position:1
- AI card:3s|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.334841
- total pot:400
- python rec ai action: fold
- -------------- game: 987 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s4d
- board:
- action_history: 0:r300,1:f
- total_win: 48850
- AI position:0
- AI card:3c|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.949|1473.95|551.282|3.81761|0|0|0|0|
- after update actions regrets:0|110.949|1473.95|551.282|3.81761|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.257838, regret:551.282, randomc:0.76786
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5h|2c|Qc|
- mycard:0, range:0.257608
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.23|59.4542|0.11068|0.182966|0.0116822|0|0|0.0107477|
- after update actions regrets:154.23|59.4542|0.11068|0.182966|0.0116822|0|0|0.0107477|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.723005, regret:154.23, randomc:0.501699
- total pot:600
- python rec ai action: check
- community cards:5h|2c|Qc|Jd|
- mycard:0, range:0.185658
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.897|0.0344135|0.0454647|0.0231231|0|
- mycard range:0.185658
- update strategy
- iter:12000
- after update actions regrets:26854.7|18705.9|15230.9|-68542.1|-1.42792e+06|
- after update actions average regrets:4536.61|1507.53|4715.09|0|0|
- AI take action:raise 600, probability:0.438278, regret:15230.9, randomc:0.572494
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 988 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Tc3c,
- board: 5h2cQcJd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 49150
- AI position:1
- AI card:3c|5c
- -------------- game: 989 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 5c3c
- board:
- action_history: 0:f
- total_win: 49200
- AI position:0
- AI card:6c|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.466|1582.08|422.602|5.82863|0.0248336|0|0|0|
- after update actions regrets:0|129.466|1582.08|422.602|5.82863|0.0248336|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.739944, regret:1582.08, randomc:0.505362
- total pot:300
- python rec ai action: raise 200
- -------------- game: 990 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6cJc,
- board:
- action_history: 0:r200,1:f
- total_win: 49300
- AI position:1
- AI card:6c|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.05689|1741.59|5.37137|12.5361|374.332|0.925116|0|0.141166|0.048244|
- after update actions regrets:5.05689|1741.59|5.37137|12.5361|374.332|0.925116|0|0.141166|0.048244|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.814693, regret:1741.59, randomc:0.263904
- total pot:600
- python rec ai action: call
- community cards:5c|Kd|7s|
- mycard:1, range:0.813827
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.882|10.1675|0.515005|0.262998|0.0454236|0.0294366|0.0364839|0.0606734|
- after update actions regrets:202.882|10.1675|0.515005|0.262998|0.0454236|0.0294366|0.0364839|0.0606734|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.882, randomc:0.718584
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|Kd|7s|4c|
- mycard:1, range:0.771548
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:95.5503|117.86|0.547915|0.041919|0|
- mycard range:0.771548
- update strategy
- iter:12000
- after update actions regrets:16881|8653.63|4166.32|-70994.2|-946601|
- after update actions average regrets:6207.63|3275.59|907.213|0|0|
- AI take action:check, probability:0.597459, regret:16881, randomc:0.278322
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|Kd|7s|4c|9h|
- mycard:1, range:0.460951
- before update actions:l|1|2|4|n|
- before update actions regrets:3.72449|210.219|0.0560562|0|0|
- mycard range:0.460951
- update strategy
- iter:12000
- after update actions regrets:-14568.6|2666.88|-69718.3|-90439.3|-480227|
- after update actions average regrets:11.4946|10255.2|0|0|0|
- AI take action:raise 300, probability:0.998929, regret:2666.88, randomc:0.935169
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:2483.16|1776.72|-4966.56|-18765.6|
- mycard range:0.460951
- update strategy
- iter:12000
- after update actions regrets:4020.02|-4756.41|-5013.69|5642.31|
- after update actions average regrets:16752.7|2848.44|2.88661|967.999|
- AI take action:fold, probability:0.814429, regret:4020.02, randomc:0.075619
- total pot:2400
- python rec ai action: fold
- -------------- game: 991 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , 6d6c
- board: 5cKd7s4c9h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:r1500,1:f
- total_win: 48700
- AI position:0
- AI card:2c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96, randomc:0.136799
- total pot:150
- python rec ai action: fold
- -------------- game: 992 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2c3d,
- board:
- action_history: 0:f
- total_win: 48650
- AI position:1
- AI card:2s|9s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1521.64|618.359|0|0|0|0|0|0|0|
- after update actions regrets:1521.64|618.359|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.71108, regret:1521.64, randomc:0.616613
- total pot:400
- python rec ai action: fold
- -------------- game: 993 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s9s
- board:
- action_history: 0:r300,1:f
- total_win: 48550
- AI position:0
- AI card:5c|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.33|1636.25|390.344|4.07777|0|0|0|0|
- after update actions regrets:0|109.33|1636.25|390.344|4.07777|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.764843, regret:1636.25, randomc:0.616613
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|4s|Qc|
- mycard:0, range:0.764602
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:5.35058|207.117|0.734443|0.552813|0.215654|0.0293854|0|0|
- after update actions regrets:5.35058|207.117|0.734443|0.552813|0.215654|0.0293854|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.976415, regret:207.117, randomc:0.334926
- total pot:600
- python rec ai action: raise 200
- -------------- game: 994 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Tc5c,
- board: 9s4sQc
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 48750
- AI position:1
- AI card:Kc|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.0459602|5.87958|30.0775|1990.07|111.295|0.19017|0.0813217|2.36491|
- after update actions regrets:0|0.0459602|5.87958|30.0775|1990.07|111.295|0.19017|0.0813217|2.36491|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.930776, regret:1990.07, randomc:0.810392
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:2d|6s|9d|
- mycard:1, range:0.929937
- before update actions:l|1|2|4|8|n|
- before update actions regrets:196.524|15.9229|1.27009|0.0913041|0.0963665|0.0950845|
- after update actions regrets:196.524|15.9229|1.27009|0.0913041|0.0963665|0.0950845|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.524, randomc:0.759976
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:2d|6s|9d|Js|
- mycard:1, range:0.853996
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:99.2139|113.457|0.358087|0.780938|0.190453|
- mycard range:0.853996
- update strategy
- iter:12000
- after update actions regrets:25930.4|-31741.4|-116321|-157841|-513388|
- after update actions average regrets:10342.5|163.153|55.1622|11.6076|0|
- AI take action:check, probability:0.978337, regret:25930.4, randomc:0.164063
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:2d|6s|9d|Js|6d|
- mycard:1, range:0.835424
- before update actions:l|1|2|4|n|
- before update actions regrets:213.992|0.00783182|0|0|0|
- mycard range:0.835424
- update strategy
- iter:12000
- after update actions regrets:1717.73|-113809|-224357|-960944|-1.5403e+06|
- after update actions average regrets:10283|0|0|0|0|
- AI take action:check, probability:1, regret:1717.73, randomc:0.503807
- total pot:3000
- python rec ai action: check
- -------------- game: 995 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: 5d5s, KcAc
- board: 2d6s9dJs6d
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 47250
- AI position:0
- AI card:3d|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.804|1485.58|517.948|6.53544|0.136411|0|0|0|
- after update actions regrets:0|129.804|1485.58|517.948|6.53544|0.136411|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.694899, regret:1485.58, randomc:0.541546
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|Ac|Qs|
- mycard:0, range:0.694194
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:19.4082|183.413|10.8678|0.103444|0.207103|0|0|0.000688468|
- after update actions regrets:19.4082|183.413|10.8678|0.103444|0.207103|0|0|0.000688468|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.863208, regret:183.413, randomc:0.122802
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ah|Ac|Qs|9d|
- mycard:0, range:0.594973
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:212.88|0.189712|0.873396|0.0569855|0|
- mycard range:0.594973
- update strategy
- iter:12000
- after update actions regrets:39234.8|-1048.92|43045|13849|-2.37784e+06|
- after update actions average regrets:2811.6|1249.15|5597.41|1092.69|0|
- AI take action:check, probability:0.261513, regret:39234.8, randomc:0.0465278
- total pot:800
- python rec ai action: check
- community cards:Ah|Ac|Qs|9d|6s|
- mycard:0, range:0.155599
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:207.873|3.17073|1.52798|1.4286|0|
- mycard range:0.155599
- update strategy
- iter:12000
- after update actions regrets:5655.94|-53717.8|-77039.4|-182216|-992474|
- after update actions average regrets:10758|0|0|0|0|
- AI take action:check, probability:1, regret:5655.94, randomc:0.506084
- total pot:800
- python rec ai action: check
- -------------- game: 996 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 3dJd, 5hKd
- board: AhAcQs9d6s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 46850
- AI position:1
- AI card:5s|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.262987
- total pot:400
- python rec ai action: fold
- -------------- game: 997 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Th5s
- board:
- action_history: 0:r300,1:f
- total_win: 46750
- AI position:0
- AI card:8s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65, randomc:0.174251
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|Ad|2c|
- mycard:0, range:0.690958
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.206|33.4666|0.15567|0|0.125719|0|0.0458503|0|
- after update actions regrets:180.206|33.4666|0.15567|0|0.125719|0|0.0458503|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.84507, regret:180.206, randomc:0.608523
- total pot:400
- python rec ai action: check
- community cards:8h|Ad|2c|2h|
- mycard:0, range:0.581846
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:50.0051|150.396|13.5796|0.0197605|0|
- mycard range:0.581846
- update strategy
- iter:12000
- after update actions regrets:-10460.4|14523|-3324.85|-90372.4|-4.06985e+06|
- after update actions average regrets:2114.28|5277.39|3554.78|0|0|
- AI take action:raise 400, probability:0.324714, regret:-3324.85, randomc:0.902453
- total pot:800
- python rec ai action: raise 400
- -------------- game: 998 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8s5c,
- board: 8hAd2c2h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 46950
- AI position:1
- AI card:7s|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.822649, regret:1758.5, randomc:0.17663
- total pot:200
- python rec ai action: check
- community cards:7c|5d|Kc|
- mycard:1, range:0.821729
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:151.793|57.2643|4.81084|0.0768661|0.0337879|0.00843401|0.00244422|0.0108139|
- after update actions regrets:151.793|57.2643|4.81084|0.0768661|0.0337879|0.00843401|0.00244422|0.0108139|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.712264, regret:151.793, randomc:0.428462
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7c|5d|Kc|5c|
- mycard:1, range:0.582862
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:211.317|2.61022|0.0558362|0.017379|0|
- mycard range:0.582862
- update strategy
- iter:12000
- after update actions regrets:2400.6|825.898|-3485.66|-11126.7|-232636|
- after update actions average regrets:7907.98|2421.58|0|0|0|
- AI take action:check, probability:0.765589, regret:2400.6, randomc:0.404001
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7c|5d|Kc|5c|Js|
- mycard:1, range:0.44622
- before update actions:l|1|2|4|n|
- before update actions regrets:40.9723|0.883741|172.137|0.0071583|0|
- mycard range:0.44622
- update strategy
- iter:12000
- after update actions regrets:295.801|406.713|849.966|-539.164|-51854.2|
- after update actions average regrets:1152.3|3603.56|4936.27|611.846|0|
- AI take action:raise 400, probability:0.0593089, regret:-539.164, randomc:0.957678
- total pot:600
- python rec ai action: raise 400
- -------------- game: 999 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 7sJh
- board: 7c5dKc5cJs
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 47050
- AI position:0
- AI card:2h|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|138.877|1301.51|683.196|15.7961|0.624003|0|0|0|
- after update actions regrets:0|138.877|1301.51|683.196|15.7961|0.624003|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.319607, regret:683.196, randomc:0.718935
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:583.341|1326.06|230.597|0|
- after update actions regrets:583.341|1326.06|230.597|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.619916, regret:1326.06, randomc:0.355152
- total pot:1800
- python rec ai action: call
- community cards:Tc|2c|2s|
- mycard:0, range:0.197825
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|140.183|73.0671|0.617314|0.0767467|0.0559454|
- after update actions regrets:0|140.183|73.0671|0.617314|0.0767467|0.0559454|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:call, probability:0.657277, regret:140.183, randomc:0.247724
- total pot:5400
- python rec ai action: call
- community cards:Tc|2c|2s|Th|
- mycard:0, range:0.129588
- turn subgame infoset node:338240
- opp action:check
- total pot:5400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|90.5875|123.393|0|0.0193909|
- mycard range:0.129588
- update strategy
- iter:12000
- after update actions regrets:278.428|497.015|169.821|-1924.57|-6240.55|
- after update actions average regrets:3028.82|5552.94|2176.06|0|0|
- AI take action:raise 2700, probability:0.516177, regret:497.015, randomc:0.563738
- total pot:8100
- python rec ai action: raise 2700
- -------------- game: 1000 -----------------
- win_money: 2700
- players: Bot, OpenStackTwo
- hand: 3h2h,
- board: Tc2c2sTh
- action_history: 0:r300,1:r900,0:c/1:r1800,0:c/1:c,0:r2700,1:f
- total_win: 49750
- AI position:1
- AI card:Td|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.383427, regret:819.105, randomc:0.956429
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1001 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AhTd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 50050
- AI position:0
- AI card:2s|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12, randomc:0.464796
- total pot:150
- python rec ai action: fold
- -------------- game: 1002 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s7c,
- board:
- action_history: 0:f
- total_win: 50000
- AI position:1
- AI card:9s|Ks
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.21002|1404.14|4.25927|14.611|674.59|36.7949|0.194422|0|0.201424|
- after update actions regrets:5.21002|1404.14|4.25927|14.611|674.59|36.7949|0.194422|0|0.201424|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.656996, regret:1404.14, randomc:0.0412077
- total pot:600
- python rec ai action: call
- community cards:Ac|2d|Ts|
- mycard:1, range:0.65614
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.34|13.4086|0.191253|0.0606123|0|0|0|0|
- after update actions regrets:200.34|13.4086|0.191253|0.0606123|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.938967, regret:200.34, randomc:0.282426
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|2d|Ts|3s|
- mycard:1, range:0.614256
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:196.715|17.1545|0.130117|0|0|
- mycard range:0.614256
- update strategy
- iter:12000
- after update actions regrets:11104.7|-23509.8|-22859.9|-46685|-798908|
- after update actions average regrets:10536.6|51.0593|20.6505|0|0|
- AI take action:check, probability:0.993306, regret:11104.7, randomc:0.225541
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|2d|Ts|3s|Ah|
- mycard:1, range:0.610104
- before update actions:l|1|2|4|n|
- before update actions regrets:213.935|0.0341623|0|0.0306033|0|
- mycard range:0.610104
- update strategy
- iter:12000
- after update actions regrets:6883.28|-77070.6|-110245|-139340|-185002|
- after update actions average regrets:10414.6|1.33141|0|0|0|
- AI take action:check, probability:0.999904, regret:6883.28, randomc:0.128047
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:2105.47|-1933.14|-14867.1|-13460.5|-24530.1|
- mycard range:0.610104
- update strategy
- iter:12000
- after update actions regrets:1579.52|2462.91|-11008.1|-1495.43|-27358|
- after update actions average regrets:13705.4|6992.15|0|172.475|0|
- AI take action:call, probability:0.335042, regret:2462.91, randomc:0.767611
- total pot:1800
- python rec ai action: call
- -------------- game: 1003 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: 6h6d, 9sKs
- board: Ac2dTs3sAh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 49100
- AI position:0
- AI card:Js|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.513336, regret:1097.39, randomc:0.538307
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7h|Ks|2s|
- mycard:0, range:0.512798
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.228|7.66659|0.820814|0.139218|0.0548088|0.0436681|0.0194901|0.0274923|
- after update actions regrets:205.228|7.66659|0.820814|0.139218|0.0548088|0.0436681|0.0194901|0.0274923|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.228, randomc:0.0299801
- total pot:400
- python rec ai action: check
- community cards:7h|Ks|2s|Kd|
- mycard:0, range:0.491778
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.553762|170.156|43.2048|0.0427755|0.0425417|
- mycard range:0.491778
- update strategy
- iter:12000
- after update actions regrets:7220.79|13313.4|-18723.6|-109088|-5.5114e+06|
- after update actions average regrets:4175.6|6382.57|374.3|0|0|
- AI take action:raise 200, probability:0.583844, regret:13313.4, randomc:0.467477
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1004 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2cJs,
- board: 7hKs2sKd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 49300
- AI position:1
- AI card:As|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.890501, regret:1903.05, randomc:0.768627
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:5d|Ts|4h|
- mycard:1, range:0.889275
- before update actions:l|1|2|4|8|n|
- before update actions regrets:62.4448|119.468|27.598|4.38684|0.039947|0.06213|
- after update actions regrets:62.4448|119.468|27.598|4.38684|0.039947|0.06213|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.561321, regret:119.468, randomc:0.309095
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:5d|Ts|4h|Kc|
- mycard:1, range:0.49645
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:0.967165|51.0378|161.949|0.0169338|0.029312|
- mycard range:0.49645
- update strategy
- iter:12000
- after update actions regrets:-33329.1|35488.4|73909.3|-548150|-505100|
- after update actions average regrets:359.173|5135.78|5118.1|0|16.757|
- AI take action:raise 3000, probability:0.483158, regret:35488.4, randomc:0.414166
- total pot:9000
- python rec ai action: raise 3000
- opp action:call
- total pot:12000
- community cards:5d|Ts|4h|Kc|Tc|
- mycard:1, range:0.239859
- before update actions:l|1|2|n|
- before update actions regrets:213.786|0.214255|0|0|
- mycard range:0.239859
- update strategy
- iter:12000
- after update actions regrets:47722.2|19325.6|-372764|-713433|
- after update actions average regrets:9898.76|868.9|0|0|
- AI take action:check, probability:0.919376, regret:47722.2, randomc:0.452883
- total pot:12000
- python rec ai action: check
- opp action:allin
- total pot:26000
- before update actions:d|l|
- before update actions regrets:53003.7|11133.7|
- mycard range:0.239859
- update strategy
- iter:12000
- after update actions regrets:63979.2|-281855|
- after update actions average regrets:20791.7|805.106|
- AI take action:fold, probability:0.962725, regret:63979.2, randomc:0.631851
- total pot:26000
- python rec ai action: fold
- -------------- game: 1005 -----------------
- win_money: -6000
- players: OpenStackTwo, Bot
- hand: , AsQh
- board: 5dTs4hKcTc
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:c/1:r3000,0:c/1:c,0:r14000,1:f
- total_win: 43300
- AI position:0
- AI card:Jc|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09, randomc:0.320503
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qs|7d|8h|
- mycard:0, range:0.729948
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.71|6.10284|1.15536|0.0322325|0|0|0|0|
- after update actions regrets:206.71|6.10284|1.15536|0.0322325|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.967136, regret:206.71, randomc:0.222341
- total pot:400
- python rec ai action: check
- community cards:Qs|7d|8h|9c|
- mycard:0, range:0.705081
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.824|0.147858|0.0280318|0|0|0|
- mycard range:0.705081
- update strategy
- iter:12000
- after update actions regrets:6594.04|-20518.6|-13427.8|-15830.8|-33442.8|-755127|
- after update actions average regrets:10856.8|0|0|1.22709|0|0|
- AI take action:fold, probability:0.999908, regret:6594.04, randomc:0.553863
- total pot:800
- python rec ai action: fold
- -------------- game: 1006 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5dJc,
- board: Qs7d8h9c
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 43100
- AI position:1
- AI card:Th|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.577794|1034.3|5.64564|22.178|1056.31|20.1665|0.215729|0.068304|0.54572|
- after update actions regrets:0.577794|1034.3|5.64564|22.178|1056.31|20.1665|0.215729|0.068304|0.54572|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.494151, regret:1056.31, randomc:0.594989
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1007 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , ThAh
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 43400
- AI position:0
- AI card:Tc|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0505381, regret:108.725, randomc:0.025478
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0|1833.8|112.25|193.953|0|
- after update actions regrets:0|1833.8|112.25|193.953|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.857343, regret:1833.8, randomc:0.334365
- total pot:600
- python rec ai action: call
- community cards:7c|2c|4c|
- mycard:0, range:0.0435365
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:1.8577|209.775|0.699981|1.66707|0|0|0|0|
- after update actions regrets:1.8577|209.775|0.699981|1.66707|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.990521, regret:209.775, randomc:0.178295
- total pot:1800
- python rec ai action: call
- community cards:7c|2c|4c|3c|
- mycard:0, range:0.042677
- turn subgame infoset node:1228992
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|214|0|0|0|0|
- mycard range:0.042677
- update strategy
- iter:12000
- after update actions regrets:883.274|724.274|-5545.73|-15790.7|-40683.7|-84364.7|
- after update actions average regrets:7435.57|3458.79|0|0|0|0|
- AI take action:call, probability:0.317452, regret:724.274, randomc:0.840086
- total pot:5400
- python rec ai action: call
- community cards:7c|2c|4c|3c|2s|
- mycard:0, range:0.0135493
- opp action:raise 5400
- total pot:10800
- before update actions:d|l|1|n|
- before update actions regrets:195.11|18.8903|0|0|
- mycard range:0.0135493
- update strategy
- iter:12000
- after update actions regrets:-420.545|187.236|-10437.7|833.346|
- after update actions average regrets:6610.69|2815.91|0|1280.01|
- AI take action:allin, probability:0.11957, regret:833.346, randomc:0.953134
- total pot:28100
- python rec ai action: allin
- -------------- game: 1008 -----------------
- win_money: 8100
- players: Bot, OpenStackTwo
- hand: TcAh,
- board: 7c2c4c3c2s
- action_history: 0:c,1:r300,0:c/1:r600,0:c/1:r1800,0:c/1:r5400,0:r17300,1:f
- total_win: 51500
- AI position:1
- AI card:6h|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:911.971|14.6769|879.052|258.959|74.1229|0.76592|0.452204|0|
- after update actions regrets:911.971|14.6769|879.052|258.959|74.1229|0.76592|0.452204|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.411517, regret:879.052, randomc:0.509322
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8c|5c|4s|
- mycard:1, range:0.410772
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:130.831|71.6425|11.0589|0.451222|0.0169071|0|0|0|
- after update actions regrets:130.831|71.6425|11.0589|0.451222|0.0169071|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.613208, regret:130.831, randomc:0.0521588
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8c|5c|4s|Ad|
- mycard:1, range:0.251129
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:209.493|4.05652|0.310304|0.140174|0|
- mycard range:0.251129
- update strategy
- iter:12000
- after update actions regrets:1786.02|-493.419|-1006.17|-5128.34|-109538|
- after update actions average regrets:9875.62|10.511|467.253|80.8866|0|
- AI take action:raise 600, probability:0.0447661, regret:-1006.17, randomc:0.960504
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1009 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Kh6h
- board: 8c5c4sAd
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r600,0:f
- total_win: 51800
- AI position:0
- AI card:As|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.799439, regret:1710.22, randomc:0.606531
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6d|3h|Ac|
- mycard:0, range:0.799166
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:6.78238|98.1176|107.687|1.21014|0.107906|0.0515213|0.00992556|0.0337011|
- after update actions regrets:6.78238|98.1176|107.687|1.21014|0.107906|0.0515213|0.00992556|0.0337011|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.504717, regret:107.687, randomc:0.656881
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:6d|3h|Ac|3s|
- mycard:0, range:0.402148
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:1.12013|27.4145|179.878|5.58759|0|
- mycard range:0.402148
- update strategy
- iter:12000
- after update actions regrets:18295.6|12495.5|-82786.1|-145413|-2.28643e+06|
- after update actions average regrets:6242.08|4420.85|76.8828|201.217|0|
- AI take action:raise 600, probability:0.404059, regret:12495.5, randomc:0.608937
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:6d|3h|Ac|3s|Jc|
- mycard:0, range:0.162493
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:131.323|50.2075|31.3233|1.14637|0|
- mycard range:0.162493
- update strategy
- iter:12000
- after update actions regrets:4910.42|-168431|-691783|-1.18374e+06|-1.79156e+06|
- after update actions average regrets:10837|0|0|0|0|
- AI take action:check, probability:1, regret:4910.42, randomc:0.0993807
- total pot:2400
- python rec ai action: check
- -------------- game: 1010 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: As4d, 6c2c
- board: 6d3hAc3sJc
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 53000
- AI position:1
- AI card:4c|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.774556, regret:1656.29, randomc:0.176954
- total pot:400
- python rec ai action: fold
- -------------- game: 1011 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5d4c
- board:
- action_history: 0:r300,1:f
- total_win: 52900
- AI position:0
- AI card:8s|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656688, regret:1404.53, randomc:0.176954
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1987.45|152.546|0|
- after update actions regrets:0|1987.45|152.546|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.928939, regret:1987.45, randomc:0.386256
- total pot:1200
- python rec ai action: call
- community cards:9s|Kc|4d|
- mycard:0, range:0.609538
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:203.757|9.40654|0.745299|0.0221588|0.0146045|0.0235832|0.0307447|
- after update actions regrets:203.757|9.40654|0.745299|0.0221588|0.0146045|0.0235832|0.0307447|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.957547, regret:203.757, randomc:0.598361
- total pot:1200
- python rec ai action: check
- community cards:9s|Kc|4d|Ts|
- mycard:0, range:0.580363
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.3|0.627956|0.0725251|0|0|0|
- mycard range:0.580363
- update strategy
- iter:12000
- after update actions regrets:213.3|-137.372|-917.927|-1024|-750|-7165|
- after update actions average regrets:10872|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.3, randomc:0.434066
- total pot:2400
- python rec ai action: fold
- -------------- game: 1012 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 8c8s,
- board: 9sKc4dTs
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:f
- total_win: 52300
- AI position:1
- AI card:6c|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.0996724, regret:213.523, randomc:0.905582
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:3s|5s|5d|
- mycard:1, range:0.099777
- before update actions:l|1|2|4|8|n|
- before update actions regrets:211.318|0.750646|1.92739|0.00443154|0|0|
- after update actions regrets:211.318|0.750646|1.92739|0.00443154|0|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.318, randomc:0.848651
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:3s|5s|5d|2c|
- mycard:1, range:0.0985263
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:213.705|0.169122|0.086453|0.0311563|0.00852382|
- mycard range:0.0985263
- update strategy
- iter:12000
- after update actions regrets:10676.3|61922.8|20239.7|-9714.37|-871859|
- after update actions average regrets:1037.07|6694.55|2583.54|174.413|0|
- AI take action:raise 1500, probability:0.638253, regret:61922.8, randomc:0.124306
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:3s|5s|5d|2c|8d|
- mycard:1, range:0.0628805
- before update actions:l|1|2|4|n|
- before update actions regrets:0.2|183.034|30.6828|0.0832053|0|
- mycard range:0.0628805
- update strategy
- iter:12000
- after update actions regrets:-53828.2|130895|56560.3|43072.7|100609|
- after update actions average regrets:645.81|4469.05|1543.03|908.024|2957.64|
- AI take action:allin, probability:0.28103, regret:100609, randomc:0.905988
- total pot:23000
- python rec ai action: allin
- -------------- game: 1013 -----------------
- win_money: -20000
- players: OpenStackTwo, Bot
- hand: Ah8h, 7h6c
- board: 3s5s5d2c8d
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:r1500,0:c/1:r17000,0:c
- total_win: 32300
- AI position:0
- AI card:8s|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0505145, regret:108.754, randomc:0.036371
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:4h|Jh|3d|
- mycard:0, range:0.0508197
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:28.4208|112.38|66.5654|1.83097|4.80254|0|0|0|
- after update actions regrets:28.4208|112.38|66.5654|1.83097|4.80254|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.312796, regret:66.5654, randomc:0.721438
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1014 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8s9c,
- board: 4hJh3d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 32400
- AI position:1
- AI card:3s|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0421542
- total pot:400
- python rec ai action: fold
- -------------- game: 1015 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3sJd
- board:
- action_history: 0:r300,1:f
- total_win: 32300
- AI position:0
- AI card:2d|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0636406, regret:136.914, randomc:0.0298157
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1.8228|1976.46|20.9666|140.753|0|
- after update actions regrets:1.8228|1976.46|20.9666|140.753|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.924661, regret:1976.46, randomc:0.162566
- total pot:600
- python rec ai action: call
- community cards:3d|Tc|3c|
- mycard:0, range:0.059089
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.857|0.643803|0.0591085|0.394489|0.0452861|0|0|0|
- after update actions regrets:212.857|0.643803|0.0591085|0.394489|0.0452861|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.857, randomc:0.676411
- total pot:600
- python rec ai action: check
- community cards:3d|Tc|3c|4c|
- mycard:0, range:0.0587735
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.939|0.0610671|0|0|0|
- mycard range:0.0587735
- update strategy
- iter:12000
- after update actions regrets:766.854|-24815|-48370.1|-128068|-1.36201e+06|
- after update actions average regrets:10581|0|0|0|0|
- AI take action:check, probability:1, regret:766.854, randomc:0.23984
- total pot:600
- python rec ai action: check
- community cards:3d|Tc|3c|4c|Jc|
- mycard:0, range:0.0587735
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:102.36|111.64|0|0|0|0|
- mycard range:0.0587735
- update strategy
- iter:12000
- after update actions regrets:225.677|-1767.04|-9109.68|-7274.68|-13099.7|-107697|
- after update actions average regrets:10799|0|0|0|0|0|
- AI take action:fold, probability:1, regret:225.677, randomc:0.986069
- total pot:1200
- python rec ai action: fold
- -------------- game: 1016 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Ah2d,
- board: 3dTc3c4cJc
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:r600,0:f
- total_win: 32000
- AI position:1
- AI card:8d|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2.34771|1421.96|4.58922|16.8918|681.872|11.7832|0.0445252|0.0143249|0.496121|
- after update actions regrets:2.34771|1421.96|4.58922|16.8918|681.872|11.7832|0.0445252|0.0143249|0.496121|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.665574, regret:1421.96, randomc:0.0914599
- total pot:600
- python rec ai action: call
- community cards:6c|8h|Kc|
- mycard:1, range:0.664468
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.425|4.82603|0.379664|0.151404|0.01758|0.0513127|0.0689915|0.0797622|
- after update actions regrets:208.425|4.82603|0.379664|0.151404|0.01758|0.0513127|0.0689915|0.0797622|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.425, randomc:0.364735
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.0286113|213.654|0.090996|0.154442|0.0717267|
- after update actions regrets:0.0286113|213.654|0.090996|0.154442|0.0717267|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:1, regret:213.654, randomc:0.863229
- total pot:1800
- python rec ai action: call
- community cards:6c|8h|Kc|2s|
- mycard:1, range:0.646113
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.605|0.223532|0.171752|0|0|
- mycard range:0.646113
- update strategy
- iter:12000
- after update actions regrets:4847.4|-6121.98|-35435|-29297.2|-843529|
- after update actions average regrets:10033.3|315.462|0|0.407792|0|
- AI take action:check, probability:0.969559, regret:4847.4, randomc:0.651962
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:6c|8h|Kc|2s|Jd|
- mycard:1, range:0.626393
- before update actions:l|1|2|4|n|
- before update actions regrets:212.508|1.44817|0.0289204|0.0146418|0|
- mycard range:0.626393
- update strategy
- iter:12000
- after update actions regrets:1801.47|-13542.6|-21837|-22090|-64862|
- after update actions average regrets:10352.5|159.546|0|0|0|
- AI take action:check, probability:0.984873, regret:1801.47, randomc:0.0398679
- total pot:1800
- python rec ai action: check
- -------------- game: 1017 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 9c5h, Ad8d
- board: 6c8hKc2sJd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 32900
- AI position:0
- AI card:3c|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0710612, regret:152.115, randomc:0.059228
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:7h|9h|5h|
- mycard:0, range:0.0710819
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:7.33095|72.6659|106.211|25.0531|2.73928|0|0|0|
- after update actions regrets:7.33095|72.6659|106.211|25.0531|2.73928|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.339623, regret:72.6659, randomc:0.0987356
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:7h|9h|5h|3d|
- mycard:0, range:0.0241366
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.599|0.0233503|0.0387702|0.338891|0|
- mycard range:0.0241366
- update strategy
- iter:12000
- after update actions regrets:29055.7|-61394.9|-7782.91|16787.4|-1.37315e+06|
- after update actions average regrets:6287.13|225.994|1088.91|3131.3|0|
- AI take action:raise 800, probability:0.291772, regret:16787.4, randomc:0.713432
- total pot:1200
- python rec ai action: raise 800
- opp action:call
- total pot:2000
- community cards:7h|9h|5h|3d|Kc|
- mycard:0, range:0.0070415
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:0|211.896|2.00357|0.1|0|
- mycard range:0.0070415
- update strategy
- iter:12000
- after update actions regrets:-577261|-98411.3|15282.8|-66101.1|-816827|
- after update actions average regrets:0|0.0893712|9569.83|1265.02|0|
- AI take action:raise 4000, probability:0.116762, regret:-66101.1, randomc:0.995569
- total pot:6000
- python rec ai action: raise 4000
- -------------- game: 1018 -----------------
- win_money: 1000
- players: Bot, OpenStackTwo
- hand: 3cKd,
- board: 7h9h5h3dKc
- action_history: 0:c,1:c/1:c,0:r100,1:c/1:c,0:r800,1:c/1:c,0:r4000,1:f
- total_win: 33900
- AI position:1
- AI card:As|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 2700, probability:0.0631727, regret:135.052, randomc:0.988722
- total pot:3000
- python rec ai action: raise 2700
- -------------- game: 1019 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QdAs
- board:
- action_history: 0:r300,1:r2700,0:f
- total_win: 34200
- AI position:0
- AI card:4c|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.693028, regret:1481.1, randomc:0.48509
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|3h|6d|
- mycard:0, range:0.692101
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:40.5602|76.5157|52.8468|40.5922|3.31613|0.169052|0|0|
- after update actions regrets:40.5602|76.5157|52.8468|40.5922|3.31613|0.169052|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.246445, regret:52.8468, randomc:0.786679
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:2s|3h|6d|8s|
- mycard:0, range:0.170913
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:5.84595|119.759|88.1748|0.219993|0|
- mycard range:0.170913
- update strategy
- iter:12000
- after update actions regrets:9936.6|-97105.5|-68526.1|-132951|-2.35139e+06|
- after update actions average regrets:10733.5|0|0.311159|0.230364|0|
- AI take action:check, probability:1, regret:9936.6, randomc:0.442493
- total pot:1200
- python rec ai action: check
- community cards:2s|3h|6d|8s|Qd|
- mycard:0, range:0.170904
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:143.768|6.77104|59.9711|3.48948|0|
- mycard range:0.170904
- update strategy
- iter:12000
- after update actions regrets:5603.81|-30260.2|-77104|-233810|-4.33655e+06|
- after update actions average regrets:10840.7|0|48.3247|0|0|
- AI take action:check, probability:0.995591, regret:5603.81, randomc:0.702996
- total pot:1200
- python rec ai action: check
- -------------- game: 1020 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 7c4c, Ac5s
- board: 2s3h6d8sQd
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:c,0:c
- total_win: 33600
- AI position:1
- AI card:Qs|5c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1816.79|6.89646|267.984|35.61|7.99968|4.39029|0.330927|0|
- after update actions regrets:1816.79|6.89646|267.984|35.61|7.99968|4.39029|0.330927|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.850585, regret:1816.79, randomc:0.0187947
- total pot:200
- python rec ai action: check
- community cards:7s|Kc|8c|
- mycard:1, range:0.848967
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.902|2.05148|0.0310114|0.0155023|0|0|0|0|
- after update actions regrets:211.902|2.05148|0.0310114|0.0155023|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.902, randomc:0.184757
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7s|Kc|8c|5s|
- mycard:1, range:0.840644
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:189.959|23.9436|0.0978223|0|0|
- mycard range:0.840644
- update strategy
- iter:12000
- after update actions regrets:1598.1|1102.09|-2019.76|-5120.86|-203747|
- after update actions average regrets:4781.67|4674.58|636.547|0|0|
- AI take action:check, probability:0.473789, regret:1598.1, randomc:0.361311
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7s|Kc|8c|5s|Tc|
- mycard:1, range:0.398272
- before update actions:l|1|2|4|n|
- before update actions regrets:213.964|0.0358491|0|0|0|
- mycard range:0.398272
- update strategy
- iter:12000
- after update actions regrets:824.956|-1387.97|-8762.01|-12018|-65475|
- after update actions average regrets:9999.47|321.861|0|0|0|
- AI take action:check, probability:0.968895, regret:824.956, randomc:0.178758
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:98.2511|483.518|-271.142|298.6|-16087.4|
- mycard range:0.398272
- update strategy
- iter:12000
- after update actions regrets:-32.0619|458.205|-362.455|624.287|-27127.8|
- after update actions average regrets:1840.65|12356|743.496|5978.48|0|
- AI take action:raise 800, probability:0.28581, regret:624.287, randomc:0.760379
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1021 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 5cQs
- board: 7sKc8c5sTc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:r800,0:f
- total_win: 33900
- AI position:0
- AI card:Qc|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.33536, regret:717.294, randomc:0.767428
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7s|7d|2h|
- mycard:0, range:0.335184
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.173|0.0731989|0.417906|0.137165|0.198838|0|0|0|
- after update actions regrets:213.173|0.0731989|0.417906|0.137165|0.198838|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.173, randomc:0.828945
- total pot:600
- python rec ai action: check
- community cards:7s|7d|2h|Ts|
- mycard:0, range:0.333889
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.33915|212.936|0.2915|0.328104|0.0679371|0.0375839|
- mycard range:0.333889
- update strategy
- iter:12000
- after update actions regrets:-6723.85|11993.7|-40524.9|-59694.9|-60697.1|-2.06527e+06|
- after update actions average regrets:4761.65|5964.4|0|0|0|0|
- AI take action:call, probability:0.556084, regret:11993.7, randomc:0.656907
- total pot:1800
- python rec ai action: call
- community cards:7s|7d|2h|Ts|Jh|
- mycard:0, range:0.185664
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.908|0.0921845|0|0|0|0|
- mycard range:0.185664
- update strategy
- iter:12000
- after update actions regrets:2468.81|-33319|-51410.1|-75188.1|-128888|-176805|
- after update actions average regrets:10714.8|68.2074|0|0|0|0|
- AI take action:fold, probability:0.993693, regret:2468.81, randomc:0.401533
- total pot:3600
- python rec ai action: fold
- -------------- game: 1022 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: KhQc,
- board: 7s7d2hTsJh
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:r1800,0:f
- total_win: 33000
- AI position:1
- AI card:6s|7s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.697707, regret:1491.3, randomc:0.642412
- total pot:600
- python rec ai action: call
- community cards:8h|7c|9s|
- mycard:1, range:0.696868
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.879|0.850305|0.862699|0.105109|0.121662|0.00357091|0.0231523|0.15493|
- after update actions regrets:211.879|0.850305|0.862699|0.105109|0.121662|0.00357091|0.0231523|0.15493|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:211.879, randomc:0.76504
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:40.8605|154.556|17.8696|0.694022|0.02|
- after update actions regrets:40.8605|154.556|17.8696|0.694022|0.02|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.729858, regret:154.556, randomc:0.512229
- total pot:1800
- python rec ai action: call
- community cards:8h|7c|9s|Qh|
- mycard:1, range:0.498306
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.176|0.348286|0.476007|0|0|
- mycard range:0.498306
- update strategy
- iter:12000
- after update actions regrets:4208.29|-22720.5|-25849.4|-60860.9|-940929|
- after update actions average regrets:10518|21.9075|11.3065|0|0|
- AI take action:check, probability:0.996967, regret:4208.29, randomc:0.975049
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:8h|7c|9s|Qh|Qd|
- mycard:1, range:0.496737
- before update actions:l|1|2|4|n|
- before update actions regrets:213.836|0.0643563|0.1|0|0|
- mycard range:0.496737
- update strategy
- iter:12000
- after update actions regrets:1108.18|-20712.6|-30237.6|-31188.7|-36448.7|
- after update actions average regrets:10601|0|0|0|0|
- AI take action:check, probability:1, regret:1108.18, randomc:0.415469
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:1568.66|-1042.94|-8801.14|-2825.68|50.3808|
- mycard range:0.496737
- update strategy
- iter:12000
- after update actions regrets:2545.36|-707.241|-12911.4|-2591.98|2560.08|
- after update actions average regrets:12267.9|2542.83|0|7.98986|6337.64|
- AI take action:fold, probability:0.579918, regret:2545.36, randomc:0.126049
- total pot:3600
- python rec ai action: fold
- -------------- game: 1023 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 6s7s
- board: 8h7c9sQhQd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:r1800,1:f
- total_win: 32100
- AI position:0
- AI card:Jc|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09, randomc:0.486034
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.68|0|3.3175|0|
- after update actions regrets:2136.68|0|3.3175|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.68, randomc:0.437993
- total pot:800
- python rec ai action: fold
- -------------- game: 1024 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Jc5h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 31900
- AI position:1
- AI card:Ac|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1102.88|8.97483|650.069|236.91|69.1335|71.225|0.802548|0|
- after update actions regrets:1102.88|8.97483|650.069|236.91|69.1335|71.225|0.802548|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.515918, regret:1102.88, randomc:0.206425
- total pot:200
- python rec ai action: check
- community cards:9s|Td|As|
- mycard:1, range:0.515367
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.664|8.42514|0.688007|0.129999|0.0493649|0.0184882|0.00992838|0.0148859|
- after update actions regrets:204.664|8.42514|0.688007|0.129999|0.0493649|0.0184882|0.00992838|0.0148859|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.664, randomc:0.712689
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9s|Td|As|Th|
- mycard:1, range:0.492884
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:29.9742|105.345|55.9037|22.7768|0|
- mycard range:0.492884
- update strategy
- iter:12000
- after update actions regrets:1771.34|653.707|-2025.73|-7429.86|-254172|
- after update actions average regrets:8367.81|2045.11|0|14.2715|0|
- AI take action:check, probability:0.802513, regret:1771.34, randomc:0.779972
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9s|Td|As|Th|4d|
- mycard:1, range:0.395539
- before update actions:l|1|2|4|n|
- before update actions regrets:98.6734|0.421939|1.92323|112.981|0|
- mycard range:0.395539
- update strategy
- iter:12000
- after update actions regrets:800.272|-475.98|-493.478|794.58|-70301.4|
- after update actions average regrets:5281.48|78.1877|70.7257|4820.35|0|
- AI take action:raise 400, probability:0.47029, regret:794.58, randomc:0.575422
- total pot:600
- python rec ai action: raise 400
- -------------- game: 1025 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: Ad4s, 7hAc
- board: 9sTdAsTh4d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 31900
- AI position:0
- AI card:5s|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.675714, regret:1444.57, randomc:0.3061
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1026 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5sTh,
- board:
- action_history: 0:r200,1:f
- total_win: 32000
- AI position:1
- AI card:8d|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.20604|1614.44|3.89806|10.8622|485.841|17.7486|0|0|0|
- after update actions regrets:7.20604|1614.44|3.89806|10.8622|485.841|17.7486|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.755618, regret:1614.44, randomc:0.554863
- total pot:600
- python rec ai action: call
- community cards:7s|Js|Ad|
- mycard:1, range:0.754413
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.951|2.38052|0.488875|0.101048|0.0439073|0.00397798|0|0.0308106|
- after update actions regrets:210.951|2.38052|0.488875|0.101048|0.0439073|0.00397798|0|0.0308106|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.951, randomc:0.575458
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7s|Js|Ad|6h|
- mycard:1, range:0.743664
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:37.6175|61.4127|101.572|13.3976|0|
- mycard range:0.743664
- update strategy
- iter:12000
- after update actions regrets:10896.2|-32286|-57445.9|-36130.1|-998153|
- after update actions average regrets:10178|194.439|0|23.8398|0|
- AI take action:check, probability:0.979125, regret:10896.2, randomc:0.901902
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7s|Js|Ad|6h|Jc|
- mycard:1, range:0.72805
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0|0.0781299|0.0218701|0|
- mycard range:0.72805
- update strategy
- iter:12000
- after update actions regrets:3147.17|-127302|-158728|-145866|-428665|
- after update actions average regrets:10151|0|0|0|0|
- AI take action:check, probability:1, regret:3147.17, randomc:0.339076
- total pot:600
- python rec ai action: check
- -------------- game: 1027 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 6dTc, 8dKd
- board: 7sJsAd6hJc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 31700
- AI position:0
- AI card:Ac|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.747777, regret:1598.06, randomc:0.544089
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|Jd|Qh|
- mycard:0, range:0.746758
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:72.5774|132.025|7.85897|1.14697|0.392045|0|0|0|
- after update actions regrets:72.5774|132.025|7.85897|1.14697|0.392045|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.622642, regret:132.025, randomc:0.466589
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1028 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2hAc,
- board: 3hJdQh
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 31900
- AI position:1
- AI card:6s|7s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.697707, regret:1491.3, randomc:0.579283
- total pot:600
- python rec ai action: call
- community cards:9s|3s|Js|
- mycard:1, range:0.696868
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:138.2|58.3692|14.4925|2.56564|0.233058|0.0344359|0.0794857|0.0255721|
- after update actions regrets:138.2|58.3692|14.4925|2.56564|0.233058|0.0344359|0.0794857|0.0255721|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.650943, regret:138.2, randomc:0.345827
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9s|3s|Js|6h|
- mycard:1, range:0.450034
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:89.8506|42.5028|61.9221|19.7192|0.00518561|
- mycard range:0.450034
- update strategy
- iter:12000
- after update actions regrets:23284.1|26173.7|14544.1|-8578.05|-462381|
- after update actions average regrets:3829.28|3756.3|2378.1|424.106|0|
- AI take action:raise 600, probability:0.22894, regret:14544.1, randomc:0.836441
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1029 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6s7s
- board: 9s3sJs6h
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 32200
- AI position:0
- AI card:7c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.741815, regret:1586.79, randomc:0.126944
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|5s|Jh|
- mycard:0, range:0.74149
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.866648|139.022|65.0518|8.93305|0.0349562|0|0|0.0916089|
- after update actions regrets:0.866648|139.022|65.0518|8.93305|0.0349562|0|0|0.0916089|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.65566, regret:139.022, randomc:0.42836
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1030 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jd7c,
- board: 2d5sJh
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 32400
- AI position:1
- AI card:5c|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.373246, regret:798.384, randomc:0.884643
- total pot:600
- python rec ai action: call
- community cards:3s|6c|3d|
- mycard:1, range:0.373077
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.259|25.0123|4.74989|0.356745|0.0567363|0.189619|0.207081|0.168346|
- after update actions regrets:183.259|25.0123|4.74989|0.356745|0.0567363|0.189619|0.207081|0.168346|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.863208, regret:183.259, randomc:0.26662
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3s|6c|3d|7d|
- mycard:1, range:0.319485
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:157.987|55.6657|0.28807|0.0396859|0.0193946|
- mycard range:0.319485
- update strategy
- iter:12000
- after update actions regrets:14456.1|14093.8|5219.43|-59275.8|-946579|
- after update actions average regrets:3763.6|4538.82|1821.01|0|0|
- AI take action:check, probability:0.371764, regret:14456.1, randomc:0.0275084
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3s|6c|3d|7d|Kc|
- mycard:1, range:0.118775
- before update actions:l|1|2|4|n|
- before update actions regrets:0.926699|213.026|0.0477369|0|0|
- mycard range:0.118775
- update strategy
- iter:12000
- after update actions regrets:-10465.1|10916|-22996.9|-217290|-337858|
- after update actions average regrets:4221.56|6054.72|0|0|0|
- AI take action:raise 300, probability:0.589197, regret:10916, randomc:0.552022
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1031 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: Kh4s, 6h5c
- board: 3s6c3d7dKc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 31800
- AI position:0
- AI card:4s|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.380908, regret:814.431, randomc:0.552843
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|6h|8h|
- mycard:0, range:0.380575
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:178.123|35.0635|0.460745|0.276892|0.069877|0.00596886|0|0|
- after update actions regrets:178.123|35.0635|0.460745|0.276892|0.069877|0.00596886|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.835681, regret:178.123, randomc:0.323257
- total pot:400
- python rec ai action: check
- community cards:Ah|6h|8h|5c|
- mycard:0, range:0.316772
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.316772
- update strategy
- iter:12000
- after update actions regrets:443.555|-118584|-99105.4|-137408|-132159|-2.78236e+06|
- after update actions average regrets:10943|0|0|0|0|0|
- AI take action:fold, probability:1, regret:443.555, randomc:0.834678
- total pot:800
- python rec ai action: fold
- -------------- game: 1032 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 9c4s,
- board: Ah6h8h5c
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 31600
- AI position:1
- AI card:2d|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.740175
- total pot:400
- python rec ai action: fold
- -------------- game: 1033 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2d6h
- board:
- action_history: 0:r300,1:f
- total_win: 31500
- AI position:0
- AI card:6c|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.466|1582.08|422.602|5.82863|0.0248336|0|0|0|
- after update actions regrets:0|129.466|1582.08|422.602|5.82863|0.0248336|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.739944, regret:1582.08, randomc:0.740175
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4h|7s|9s|
- mycard:0, range:0.739289
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:181.177|32.3494|0.295871|0.165147|0.0121245|0|0|0|
- after update actions regrets:181.177|32.3494|0.295871|0.165147|0.0121245|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.150235, regret:32.3494, randomc:0.885664
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:4h|7s|9s|Qh|
- mycard:0, range:0.111755
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:179.286|0.0563284|29.8285|4.82876|0|
- mycard range:0.111755
- update strategy
- iter:12000
- after update actions regrets:8913.9|-31497.3|-29253.6|-150917|-2.16319e+06|
- after update actions average regrets:9683.38|1135.3|22.9673|0|0|
- AI take action:check, probability:0.893266, regret:8913.9, randomc:0.494311
- total pot:800
- python rec ai action: check
- community cards:4h|7s|9s|Qh|Js|
- mycard:0, range:0.0998157
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:9.0971|204.903|0|0|0|0|
- mycard range:0.0998157
- update strategy
- iter:12000
- after update actions regrets:-22647|6863.76|-23356.1|-47989.1|-131255|-301201|
- after update actions average regrets:0|10683|0|0|0|0|
- AI take action:call, probability:1, regret:6863.76, randomc:0.285686
- total pot:2400
- python rec ai action: call
- -------------- game: 1034 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: Jc6c, Jd8c
- board: 4h7s9sQhJs
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:c
- total_win: 30300
- AI position:1
- AI card:9c|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2133.96|0|0.495258|0|0.283398|5.17373|0.0835608|0|
- after update actions regrets:2133.96|0|0.495258|0|0.283398|5.17373|0.0835608|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.997661, regret:2133.96, randomc:0.0889179
- total pot:200
- python rec ai action: check
- community cards:4d|Kc|Td|
- mycard:1, range:0.997179
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:178.668|32.7942|2.35186|0.103972|0.0515259|0.0140545|0.00539816|0.0111627|
- after update actions regrets:178.668|32.7942|2.35186|0.103972|0.0515259|0.0140545|0.00539816|0.0111627|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.839623, regret:178.668, randomc:0.830515
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1.58517|128.314|1.64845|82.4363|0.0163584|
- after update actions regrets:1.58517|128.314|1.64845|82.4363|0.0163584|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.603774, regret:128.314, randomc:0.525082
- total pot:600
- python rec ai action: call
- community cards:4d|Kc|Td|8h|
- mycard:1, range:0.499189
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.983|0.016897|0|0|0|
- mycard range:0.499189
- update strategy
- iter:12000
- after update actions regrets:330.322|-1444.64|-1364.66|-1481.66|-87165.7|
- after update actions average regrets:10352|0|0|0|0|
- AI take action:check, probability:1, regret:330.322, randomc:0.813535
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4d|Kc|Td|8h|2h|
- mycard:1, range:0.499189
- before update actions:l|1|2|4|n|
- before update actions regrets:213.834|0.166089|0|0|0|
- mycard range:0.499189
- update strategy
- iter:12000
- after update actions regrets:283.618|-1968.05|-2120.22|-2365.22|-19366.2|
- after update actions average regrets:9929.47|284.923|0.265653|0|0|
- AI take action:check, probability:0.972192, regret:283.618, randomc:0.512904
- total pot:600
- python rec ai action: check
- -------------- game: 1035 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 5h6d, 9c4h
- board: 4dKcTd8h2h
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 30600
- AI position:0
- AI card:Tc|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.16, randomc:0.0944702
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1939.75|200.252|0|
- after update actions regrets:0|1939.75|200.252|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.906498, regret:1939.75, randomc:0.0726274
- total pot:1200
- python rec ai action: call
- community cards:9d|6s|Qh|
- mycard:0, range:0.521474
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:111.054|90.8692|12.0406|0.0265931|0.00112453|0|0.00833212|
- after update actions regrets:111.054|90.8692|12.0406|0.0265931|0.00112453|0|0.00833212|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:call, probability:0.422535, regret:90.8692, randomc:0.791411
- total pot:3600
- python rec ai action: call
- community cards:9d|6s|Qh|3s|
- mycard:0, range:0.221429
- turn subgame infoset node:562080
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.221429
- update strategy
- iter:12000
- after update actions regrets:214.125|-769.875|-1222.87|-2119.87|-4239.87|
- after update actions average regrets:10902|0|0|0|0|
- AI take action:fold, probability:1, regret:214.125, randomc:0.750941
- total pot:7200
- python rec ai action: fold
- -------------- game: 1036 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: TcAd,
- board: 9d6sQh3s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:c/1:r3600,0:f
- total_win: 28800
- AI position:1
- AI card:7s|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.8961|1719.43|1.84632|5.02961|372.667|26.1297|0|0|0|
- after update actions regrets:14.8961|1719.43|1.84632|5.02961|372.667|26.1297|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.804399, regret:1719.43, randomc:0.396861
- total pot:600
- python rec ai action: call
- community cards:Kh|8h|5s|
- mycard:1, range:0.803472
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.02|0.521569|0.260652|0.0506062|0.0581872|0|0|0.0892414|
- after update actions regrets:213.02|0.521569|0.260652|0.0506062|0.0581872|0|0|0.0892414|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.02, randomc:0.738867
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kh|8h|5s|4h|
- mycard:1, range:0.799792
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:204.171|9.4806|0.195545|0.152373|0|
- mycard range:0.799792
- update strategy
- iter:12000
- after update actions regrets:20568.2|7024.53|6918.24|-5967.8|-1.00111e+06|
- after update actions average regrets:6088.93|2494.88|1663.55|449.932|0|
- AI take action:check, probability:0.569291, regret:20568.2, randomc:0.296164
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kh|8h|5s|4h|Kc|
- mycard:1, range:0.455244
- before update actions:l|1|2|4|n|
- before update actions regrets:213.874|0.0929408|0|0.0331977|0|
- mycard range:0.455244
- update strategy
- iter:12000
- after update actions regrets:4031.54|-37780.2|-45374.3|-59865.3|-182592|
- after update actions average regrets:10472|0|0|0|0|
- AI take action:check, probability:1, regret:4031.54, randomc:0.817044
- total pot:600
- python rec ai action: check
- -------------- game: 1037 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: JcQc, Ah7s
- board: Kh8h5s4hKc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 29100
- AI position:0
- AI card:4d|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.95884, regret:2050.09, randomc:0.945592
- total pot:150
- python rec ai action: fold
- -------------- game: 1038 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2h4d,
- board:
- action_history: 0:f
- total_win: 29050
- AI position:1
- AI card:Tc|3d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2107.18|0.234111|8.68753|0|0|23.599|0.298766|0|
- after update actions regrets:2107.18|0.234111|8.68753|0|0|23.599|0.298766|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.9855, regret:2107.18, randomc:0.945592
- total pot:200
- python rec ai action: check
- community cards:Ad|2h|9s|
- mycard:1, range:0.984664
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.792|0.12632|0.0732576|0.00882815|0|0|0|0|
- after update actions regrets:213.792|0.12632|0.0732576|0.00882815|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.792, randomc:0.98051
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ad|2h|9s|Th|
- mycard:1, range:0.983705
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:81.9444|131.538|0.517658|1.98472e-05|0|
- mycard range:0.983705
- update strategy
- iter:12000
- after update actions regrets:2504.09|1082.69|974.666|-5766.85|-102708|
- after update actions average regrets:5083.65|2442.58|2452.17|0.28075|0|
- AI take action:check, probability:0.509472, regret:2504.09, randomc:0.114791
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ad|2h|9s|Th|7c|
- mycard:1, range:0.50115
- before update actions:l|1|2|4|n|
- before update actions regrets:84.1382|0.982226|128.88|0|0|
- mycard range:0.50115
- update strategy
- iter:12000
- after update actions regrets:1495.98|865.823|847.947|842.84|-100059|
- after update actions average regrets:3781.5|2639.55|1667.4|2288.75|0|
- AI take action:check, probability:0.364434, regret:1495.98, randomc:0.126445
- total pot:200
- python rec ai action: check
- -------------- game: 1039 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: 7d8s, 3dTc
- board: Ad2h9sTh7c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 29150
- AI position:0
- AI card:7s|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.188494, regret:403.298, randomc:0.824671
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:687.784|1432.28|19.9398|0|
- after update actions regrets:687.784|1432.28|19.9398|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.669785, regret:1432.28, randomc:0.780187
- total pot:1800
- python rec ai action: call
- community cards:6h|Kd|Jh|
- mycard:0, range:0.126132
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.771|0|0.213603|0.0156662|0|0|
- after update actions regrets:213.771|0|0.213603|0.0156662|0|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.771, randomc:0.81035
- total pot:3600
- python rec ai action: fold
- -------------- game: 1040 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 7s8c,
- board: 6hKdJh
- action_history: 0:r300,1:r900,0:c/1:r1800,0:f
- total_win: 28250
- AI position:1
- AI card:8s|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.875994, regret:1872.71, randomc:0.830848
- total pot:600
- python rec ai action: call
- community cards:7d|2s|Ac|
- mycard:1, range:0.875099
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.955|2.34641|0.194455|0.349268|0.106151|0.00542159|0.016248|0.0265472|
- after update actions regrets:210.955|2.34641|0.194455|0.349268|0.106151|0.00542159|0.016248|0.0265472|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.955, randomc:0.117522
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|2s|Ac|9h|
- mycard:1, range:0.862649
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:99.5806|98.6223|3.214|12.5831|0|
- mycard range:0.862649
- update strategy
- iter:12000
- after update actions regrets:8085.9|-40220.1|-46256.5|-56057.1|-786241|
- after update actions average regrets:10277.7|99.4562|33.8724|0|0|
- AI take action:check, probability:0.987319, regret:8085.9, randomc:0.291955
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|2s|Ac|9h|Ts|
- mycard:1, range:0.851602
- before update actions:l|1|2|4|n|
- before update actions regrets:213.835|0|0.165363|0|0|
- mycard range:0.851602
- update strategy
- iter:12000
- after update actions regrets:2464.29|-33977.5|-34099.4|-64336.5|-217036|
- after update actions average regrets:10379|0|0|0|0|
- AI take action:check, probability:1, regret:2464.29, randomc:0.201748
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-31.3138|5093.22|1486.03|-4686.54|-86105.4|
- mycard range:0.851602
- update strategy
- iter:12000
- after update actions regrets:2340.56|7228.09|-904.1|-8238.67|-197497|
- after update actions average regrets:4674.58|15205.4|831.342|247.3|0|
- AI take action:call, probability:0.725533, regret:7228.09, randomc:0.769495
- total pot:1800
- python rec ai action: call
- -------------- game: 1041 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 5hJc, Kc8s
- board: 7d2sAc9hTs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 29150
- AI position:0
- AI card:5s|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.13324, regret:285.059, randomc:0.963489
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1042 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5sAc,
- board:
- action_history: 0:r300,1:f
- total_win: 29250
- AI position:1
- AI card:Ks|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.83536, regret:1786.01, randomc:0.0240902
- total pot:600
- python rec ai action: call
- community cards:9s|As|Js|
- mycard:1, range:0.834583
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.958|19.0413|0.821809|0.700831|0.0916727|0.0933548|0.171883|0.121514|
- after update actions regrets:192.958|19.0413|0.821809|0.700831|0.0916727|0.0933548|0.171883|0.121514|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.909953, regret:192.958, randomc:0.481732
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9s|As|Js|8d|
- mycard:1, range:0.752519
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:207.39|5.56608|0.843789|0.2|0|
- mycard range:0.752519
- update strategy
- iter:12000
- after update actions regrets:19667.4|14625.6|9497.85|2349.2|-959876|
- after update actions average regrets:2732.31|3507.92|3565.46|694.882|0|
- AI take action:raise 300, probability:0.334064, regret:14625.6, randomc:0.428533
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1043 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ks9d
- board: 9sAsJs8d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 29550
- AI position:0
- AI card:Qc|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.650304, regret:1391.27, randomc:0.236825
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1044 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3dQc,
- board:
- action_history: 0:r200,1:f
- total_win: 29650
- AI position:1
- AI card:6s|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.549111, regret:1174.31, randomc:0.0439503
- total pot:400
- python rec ai action: fold
- -------------- game: 1045 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6s5d
- board:
- action_history: 0:r300,1:f
- total_win: 29550
- AI position:0
- AI card:9d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28, randomc:0.350486
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ac|6h|Js|
- mycard:0, range:0.746393
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.974|0.771379|0.118785|0.0275485|0.107931|0|0|0|
- after update actions regrets:212.974|0.771379|0.118785|0.0275485|0.107931|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.974, randomc:0.0646731
- total pot:400
- python rec ai action: check
- community cards:Ac|6h|Js|Ah|
- mycard:0, range:0.742815
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:58.7904|155.161|0|0.0489691|0|0|
- mycard range:0.742815
- update strategy
- iter:12000
- after update actions regrets:10423.8|-12997.8|-51068|-61261.9|-117782|-2.65219e+06|
- after update actions average regrets:10597|0|0|0|0|0|
- AI take action:fold, probability:1, regret:10423.8, randomc:0.0781936
- total pot:800
- python rec ai action: fold
- -------------- game: 1046 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qh9d,
- board: Ac6hJsAh
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 29350
- AI position:1
- AI card:As|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.0636704, regret:136.566, randomc:0.061841
- total pot:200
- python rec ai action: check
- community cards:6c|Jc|8d|
- mycard:1, range:0.063816
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:149.227|53.0532|11.4555|0.196225|0.0409612|0.0175805|0|0.00929227|
- after update actions regrets:149.227|53.0532|11.4555|0.196225|0.0409612|0.0175805|0|0.00929227|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.699531, regret:149.227, randomc:0.258947
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|Jc|8d|9h|
- mycard:1, range:0.0445004
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:33.2117|153.688|27.0645|0.035291|0|
- mycard range:0.0445004
- update strategy
- iter:12000
- after update actions regrets:2900.32|573.792|2743.17|57.1387|-258694|
- after update actions average regrets:4134.11|1808.23|3098.9|1015.88|0|
- AI take action:check, probability:0.411139, regret:2900.32, randomc:0.0660545
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|Jc|8d|9h|6d|
- mycard:1, range:0.0182925
- before update actions:l|1|2|4|n|
- before update actions regrets:152.31|9.2696|5.57556|46.8447|0|
- mycard range:0.0182925
- update strategy
- iter:12000
- after update actions regrets:976.559|-138.481|-919.175|-2071.91|-43168.8|
- after update actions average regrets:7388.65|2300.61|0|787.578|0|
- AI take action:check, probability:0.705298, regret:976.559, randomc:0.542725
- total pot:200
- python rec ai action: check
- -------------- game: 1047 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: 8c4s, JdAs
- board: 6cJc8d9h6d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 29450
- AI position:0
- AI card:2c|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12, randomc:0.675936
- total pot:150
- python rec ai action: fold
- -------------- game: 1048 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7d2c,
- board:
- action_history: 0:f
- total_win: 29400
- AI position:1
- AI card:Kc|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.753156, regret:1611.36, randomc:0.675936
- total pot:400
- python rec ai action: fold
- -------------- game: 1049 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3hKc
- board:
- action_history: 0:r300,1:f
- total_win: 29300
- AI position:0
- AI card:Ks|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.233287, regret:499.576, randomc:0.918429
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:6s|7d|Kh|
- mycard:0, range:0.233447
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:4.61166|179.675|28.5837|0.850746|0.169371|0.0700558|0.0223938|0.0168246|
- after update actions regrets:4.61166|179.675|28.5837|0.850746|0.169371|0.0700558|0.0223938|0.0168246|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.848341, regret:179.675, randomc:0.689829
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:6s|7d|Kh|6h|
- mycard:0, range:0.196003
- turn subgame infoset node:1809600
- /opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:18.4635|91.9745|102.914|0.61772|0.0299618|
- mycard range:0.196003
- update strategy
- iter:12000
- after update actions regrets:18237.2|-9649.28|-26394.3|-133199|-3.46585e+06|
- after update actions average regrets:8794.03|758.197|1354.83|6.76636|0|
- AI take action:check, probability:0.805902, regret:18237.2, randomc:0.183213
- total pot:1200
- python rec ai action: check
- community cards:6s|7d|Kh|6h|6d|
- mycard:0, range:0.157933
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0|7.63859|205.306|1.05531|0|
- mycard range:0.157933
- update strategy
- iter:12000
- after update actions regrets:-185839|8405.31|8604.82|-80016.4|-2.11349e+06|
- after update actions average regrets:0|8415.14|2446.26|0|0|
- AI take action:raise 600, probability:0.774791, regret:8405.31, randomc:0.471483
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 1050 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: 9hKs, JhKc
- board: 6s7dKh6h6d
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 29300
- AI position:1
- AI card:2h|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1510.88|5.70399|423.042|132.585|25.6069|41.6453|0.540739|0|
- after update actions regrets:1510.88|5.70399|423.042|132.585|25.6069|41.6453|0.540739|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.706929, regret:1510.88, randomc:0.586643
- total pot:200
- python rec ai action: check
- community cards:Ad|7d|3s|
- mycard:1, range:0.706017
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.276|1.38867|0|0.334856|0|0|0|0|
- after update actions regrets:212.276|1.38867|0|0.334856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.276, randomc:0.211826
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:212.709|0.000283956|1.13092|0.159751|0|
- after update actions regrets:212.709|0.000283956|1.13092|0.159751|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.995305, regret:212.709, randomc:0.877281
- total pot:400
- python rec ai action: fold
- -------------- game: 1051 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Th2h
- board: Ad7d3s
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 29200
- AI position:0
- AI card:Tc|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.739354, regret:1580.8, randomc:0.51434
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1889.47|250.531|0|
- after update actions regrets:0|1889.47|250.531|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.883123, regret:1889.47, randomc:0.402707
- total pot:1200
- python rec ai action: call
- community cards:8h|3c|Kh|
- mycard:0, range:0.652212
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.757|0.0180919|0.080242|0.14419|0|0|0|
- after update actions regrets:213.757|0.0180919|0.080242|0.14419|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.757, randomc:0.731012
- total pot:2400
- python rec ai action: fold
- -------------- game: 1052 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: QhTc,
- board: 8h3cKh
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 28600
- AI position:1
- AI card:3s|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.02, randomc:0.148138
- total pot:400
- python rec ai action: fold
- -------------- game: 1053 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3sQd
- board:
- action_history: 0:r300,1:f
- total_win: 28500
- AI position:0
- AI card:Ks|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.679607, regret:1453.56, randomc:0.470961
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|Td|6d|
- mycard:0, range:0.679233
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.41048|110.2|80.2509|20.4401|1.65262|0.0459701|0|0|
- after update actions regrets:1.41048|110.2|80.2509|20.4401|1.65262|0.0459701|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.518868, regret:110.2, randomc:0.177181
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1054 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ks2c,
- board: JhTd6d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 28700
- AI position:1
- AI card:8s|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.912962, regret:1951.76, randomc:0.189198
- total pot:600
- python rec ai action: call
- community cards:4h|8d|5s|
- mycard:1, range:0.912037
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.908|2.52077|0.297327|0.0129745|0.0119443|0.148754|0.0318841|0.0685603|
- after update actions regrets:210.908|2.52077|0.297327|0.0129745|0.0119443|0.148754|0.0318841|0.0685603|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.908, randomc:0.929058
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|8d|5s|6s|
- mycard:1, range:0.898859
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:188.025|25.6293|0.208599|0.061703|0.0753137|
- mycard range:0.898859
- update strategy
- iter:12000
- after update actions regrets:6614.9|12133.7|-3962.03|-90709.2|-1.3655e+06|
- after update actions average regrets:3639.73|5827.9|1146.48|6.33034|0|
- AI take action:check, probability:0.34272, regret:6614.9, randomc:0.316728
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|8d|5s|6s|4s|
- mycard:1, range:0.308048
- before update actions:l|1|2|4|n|
- before update actions regrets:0|213.625|0.354243|0.0204982|0|
- mycard range:0.308048
- update strategy
- iter:12000
- after update actions regrets:-22204.3|3103.31|-31796|-80028.3|-544512|
- after update actions average regrets:126.826|10354.3|0|0|0|
- AI take action:raise 300, probability:0.987977, regret:3103.31, randomc:0.876639
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1055 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8sQh
- board: 4h8d5s6s4s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 29000
- AI position:0
- AI card:4c|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.569691, regret:1218.34, randomc:0.266033
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|Js|7s|
- mycard:0, range:0.569316
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.296|0.386508|0.0821999|0.131334|0.0566095|0.0469727|0|0|
- after update actions regrets:213.296|0.386508|0.0821999|0.131334|0.0566095|0.0469727|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.296, randomc:0.899293
- total pot:400
- python rec ai action: check
- community cards:Ad|Js|7s|2d|
- mycard:0, range:0.567445
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.567445
- update strategy
- iter:12000
- after update actions regrets:6315.77|-138953|-127770|-190327|-190617|-1.97439e+06|
- after update actions average regrets:10842|0|0|0|0|0|
- AI take action:fold, probability:1, regret:6315.77, randomc:0.83178
- total pot:800
- python rec ai action: fold
- -------------- game: 1056 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 8h4c,
- board: AdJs7s2d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 28800
- AI position:1
- AI card:5s|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.361106
- total pot:400
- python rec ai action: fold
- -------------- game: 1057 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5sTh
- board:
- action_history: 0:r300,1:f
- total_win: 28700
- AI position:0
- AI card:4c|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.799439, regret:1710.22, randomc:0.361106
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|5d|9d|
- mycard:0, range:0.799166
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:27.5403|182.143|4.31642|0|0|0|0|0|
- after update actions regrets:27.5403|182.143|4.31642|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.85446, regret:182.143, randomc:0.434891
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1058 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4cAd,
- board: 2d5d9d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 28900
- AI position:1
- AI card:Ac|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.429307, regret:917.715, randomc:0.0839373
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5h|Td|Jc|
- mycard:1, range:0.428839
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.276|16.5898|1.60312|0.499135|0.00577037|0.0262846|0|0|
- after update actions regrets:195.276|16.5898|1.60312|0.499135|0.00577037|0.0262846|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.919811, regret:195.276, randomc:0.149531
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|Td|Jc|5c|
- mycard:1, range:0.391317
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:72.1796|96.2964|43.2387|2.28531|0|
- mycard range:0.391317
- update strategy
- iter:12000
- after update actions regrets:3560.51|2101.63|263.57|273.616|-349878|
- after update actions average regrets:5754.31|3633.45|946.216|66.9341|0|
- AI take action:check, probability:0.553322, regret:3560.51, randomc:0.0270165
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|Td|Jc|5c|As|
- mycard:1, range:0.216496
- before update actions:l|1|2|4|n|
- before update actions regrets:117.26|2.29354|28.5474|65.8993|0|
- mycard range:0.216496
- update strategy
- iter:12000
- after update actions regrets:-493.27|-2994.24|-394.982|1829.37|-61915.5|
- after update actions average regrets:838.763|110.652|2421.14|6822.15|0|
- AI take action:raise 1200, probability:0.669414, regret:1829.37, randomc:0.897247
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1059 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: 6c5d, JhAc
- board: 5hTdJc5cAs
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:r1200,0:c
- total_win: 27400
- AI position:0
- AI card:8c|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656688, regret:1404.53, randomc:0.374857
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|Jc|Ks|
- mycard:0, range:0.656322
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.93|0.0698536|0|0|0|0|0|0|
- after update actions regrets:213.93|0.0698536|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.93, randomc:0.872232
- total pot:400
- python rec ai action: check
- community cards:2s|Jc|Ks|Th|
- mycard:0, range:0.656108
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.808|0.129334|0.0481689|0.0149202|0|
- mycard range:0.656108
- update strategy
- iter:12000
- after update actions regrets:14918.4|-88682.3|-269047|-254983|-3.28091e+06|
- after update actions average regrets:10858|0|0|0|0|
- AI take action:check, probability:1, regret:14918.4, randomc:0.483811
- total pot:400
- python rec ai action: check
- community cards:2s|Jc|Ks|Th|Kd|
- mycard:0, range:0.656108
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.66118|213.212|0.00854701|0|0.117943|0|
- mycard range:0.656108
- update strategy
- iter:12000
- after update actions regrets:3015.4|11209.9|-21490.3|-13757.3|-31416.1|-426975|
- after update actions average regrets:2172.08|8368.6|0|65.5327|73.3693|0|
- AI take action:call, probability:0.783667, regret:11209.9, randomc:0.414303
- total pot:1200
- python rec ai action: call
- -------------- game: 1060 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 8h8c, 6cKh
- board: 2sJcKsThKd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 26800
- AI position:1
- AI card:As|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.890501, regret:1903.05, randomc:0.57921
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:3h|6h|4s|
- mycard:1, range:0.889275
- before update actions:l|1|2|4|8|n|
- before update actions regrets:79.7278|132.458|1.63131|0.0760623|0.0506221|0.0558323|
- after update actions regrets:79.7278|132.458|1.63131|0.0760623|0.0506221|0.0558323|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.622642, regret:132.458, randomc:0.379503
- total pot:4500
- python rec ai action: raise 1500
- -------------- game: 1061 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: , AsQh
- board: 3h6h4s
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:f
- total_win: 28300
- AI position:0
- AI card:9s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.248831, regret:532.184, randomc:0.791914
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7c|Qh|9c|
- mycard:0, range:0.248684
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.58|0.0437154|0.135101|0.0107145|0.0327477|0.0353716|0.100801|0.0615385|
- after update actions regrets:213.58|0.0437154|0.135101|0.0107145|0.0327477|0.0353716|0.100801|0.0615385|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.58, randomc:0.79082
- total pot:600
- python rec ai action: check
- community cards:7c|Qh|9c|Jd|
- mycard:0, range:0.248196
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:126.05|87.8821|0.0680737|0|0|
- mycard range:0.248196
- update strategy
- iter:12000
- after update actions regrets:1602.72|-23198.4|-120884|-214296|-3.00125e+06|
- after update actions average regrets:10974|0|0|0|0|
- AI take action:check, probability:1, regret:1602.72, randomc:0.0310128
- total pot:600
- python rec ai action: check
- community cards:7c|Qh|9c|Jd|Th|
- mycard:0, range:0.248196
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.248196
- update strategy
- iter:12000
- after update actions regrets:261.186|-205892|-353303|-424127|-367692|
- after update actions average regrets:10873|0|0|0|0|
- AI take action:check, probability:1, regret:261.186, randomc:0.0468796
- total pot:600
- python rec ai action: check
- -------------- game: 1062 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 9s5d, 5sAd
- board: 7cQh9cJdTh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 28600
- AI position:1
- AI card:5d|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2014.23|3.26627|118.729|0.336283|0.318789|3.12229|0|0|
- after update actions regrets:2014.23|3.26627|118.729|0.336283|0.318789|3.12229|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.942002, regret:2014.23, randomc:0.922812
- total pot:200
- python rec ai action: check
- community cards:Jd|Kc|3h|
- mycard:1, range:0.941228
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.748|0.128147|0.124026|0|0|0|0|0|
- after update actions regrets:213.748|0.128147|0.124026|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.748, randomc:0.319522
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Kc|3h|6c|
- mycard:1, range:0.940118
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:115.77|79.8951|13.911|4.42424|0|
- mycard range:0.940118
- update strategy
- iter:12000
- after update actions regrets:173.43|-1912.44|-1491.43|-3431.92|-151989|
- after update actions average regrets:10334|0|0|0|0|
- AI take action:check, probability:1, regret:173.43, randomc:0.519315
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Kc|3h|6c|4d|
- mycard:1, range:0.940118
- before update actions:l|1|2|4|n|
- before update actions regrets:155.777|18.6057|38.5398|1.07783|0|
- mycard range:0.940118
- update strategy
- iter:12000
- after update actions regrets:282.71|360.717|396.651|169.189|-83422.9|
- after update actions average regrets:5200.05|2680.76|1863.26|422.933|0|
- AI take action:check, probability:0.511559, regret:282.71, randomc:0.18574
- total pot:200
- python rec ai action: check
- -------------- game: 1063 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: As7c, 5dTh
- board: JdKc3h6c4d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 28500
- AI position:0
- AI card:8s|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623772, regret:1333.97, randomc:0.324665
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|Qc|Jh|
- mycard:0, range:0.623348
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:100.19|67.8926|43.3741|2.44772|0|0.063374|0|0.0324145|
- after update actions regrets:100.19|67.8926|43.3741|2.44772|0|0.063374|0|0.0324145|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.471698, regret:100.19, randomc:0.213577
- total pot:400
- python rec ai action: check
- community cards:Ad|Qc|Jh|Kd|
- mycard:0, range:0.291837
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:207.901|3.62401|2.38645|0.079442|0.00929752|
- mycard range:0.291837
- update strategy
- iter:12000
- after update actions regrets:13378.7|7087.39|-6291.85|-252628|-8.53114e+06|
- after update actions average regrets:7927.21|2485.84|498.136|0|0|
- AI take action:check, probability:0.726581, regret:13378.7, randomc:0.309951
- total pot:400
- python rec ai action: check
- community cards:Ad|Qc|Jh|Kd|9h|
- mycard:0, range:0.212026
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|46.8017|167.138|0.06|0|
- mycard range:0.212026
- update strategy
- iter:12000
- after update actions regrets:-39620.3|355.497|6907.83|-80418.2|-7.49214e+06|
- after update actions average regrets:0|335.87|10442.7|63.3837|0|
- AI take action:raise 400, probability:0.963284, regret:6907.83, randomc:0.778848
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1064 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Ac8s, 6s9c
- board: AdQcJhKd9h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 29100
- AI position:1
- AI card:5c|Ac
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:668.038|16.7667|939.267|337.828|110.271|65.4325|0.723791|1.67368|
- after update actions regrets:668.038|16.7667|939.267|337.828|110.271|65.4325|0.723791|1.67368|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.312734, regret:668.038, randomc:0.275822
- total pot:200
- python rec ai action: check
- community cards:6s|6h|2d|
- mycard:1, range:0.312167
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.049|1.68346|0.262047|0|0.00564984|0|0|0|
- after update actions regrets:212.049|1.68346|0.262047|0|0.00564984|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.049, randomc:0.573848
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6s|6h|2d|Ks|
- mycard:1, range:0.309321
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:208.02|5.90387|0.0763141|0|0|
- mycard range:0.309321
- update strategy
- iter:12000
- after update actions regrets:2591.4|1326.28|-5782.55|-4419.62|-39032.6|
- after update actions average regrets:6630.01|3758.34|0|0|0|
- AI take action:check, probability:0.638236, regret:2591.4, randomc:0.593287
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6s|6h|2d|Ks|Qh|
- mycard:1, range:0.197414
- before update actions:l|1|2|4|n|
- before update actions regrets:199.261|12.5981|2.14044|0|0|
- mycard range:0.197414
- update strategy
- iter:12000
- after update actions regrets:603.816|-4762.85|-9450.31|-9924.45|-30175.4|
- after update actions average regrets:10296|0|0|0|0|
- AI take action:check, probability:1, regret:603.816, randomc:0.702871
- total pot:200
- python rec ai action: check
- -------------- game: 1065 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: 5sJs, Ac5c
- board: 6s6h2dKsQh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 29200
- AI position:0
- AI card:6s|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.36|1414.01|608.237|5.1808|0|0.208236|0|0|
- after update actions regrets:0|112.36|1414.01|608.237|5.1808|0|0.208236|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.284245, regret:608.237, randomc:0.862988
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kd|Tc|9s|
- mycard:0, range:0.284223
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:195.012|18.8723|0.0190812|0.0298872|0.0130069|0.00818669|0.0115532|0.0344365|
- after update actions regrets:195.012|18.8723|0.0190812|0.0298872|0.0130069|0.00818669|0.0115532|0.0344365|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.915493, regret:195.012, randomc:0.827455
- total pot:1200
- python rec ai action: fold
- -------------- game: 1066 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 6h6s,
- board: KdTc9s
- action_history: 0:r300,1:c/1:r600,0:f
- total_win: 28900
- AI position:1
- AI card:8c|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.608797, regret:1301.97, randomc:0.103243
- total pot:400
- python rec ai action: fold
- -------------- game: 1067 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8c6d
- board:
- action_history: 0:r300,1:f
- total_win: 28800
- AI position:0
- AI card:4h|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.414|1350.46|645.318|9.71718|0.0863831|0|0|0|
- after update actions regrets:0|134.414|1350.46|645.318|9.71718|0.0863831|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.301684, regret:645.318, randomc:0.933908
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|2056.04|83.3836|0.573439|
- after update actions regrets:0|2056.04|83.3836|0.573439|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.961197, regret:2056.04, randomc:0.294082
- total pot:1800
- python rec ai action: call
- community cards:Ac|Qc|Jh|
- mycard:0, range:0.28972
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:66.1074|147.338|0.223834|0.030967|0|0.299367|
- after update actions regrets:66.1074|147.338|0.223834|0.030967|0|0.299367|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:call, probability:0.690141, regret:147.338, randomc:0.755889
- total pot:5400
- python rec ai action: call
- community cards:Ac|Qc|Jh|3c|
- mycard:0, range:0.199471
- turn subgame infoset node:338240
- opp action:check
- total pot:5400
- before update actions:l|1|2|4|n|
- before update actions regrets:209.335|4.56366|0.0370563|0.063977|0|
- mycard range:0.199471
- update strategy
- iter:12000
- after update actions regrets:212.106|-564.666|-315.193|-1012.17|-2549.23|
- after update actions average regrets:10809|0|0|0|0|
- AI take action:check, probability:1, regret:212.106, randomc:0.496655
- total pot:5400
- python rec ai action: check
- community cards:Ac|Qc|Jh|3c|2h|
- mycard:0, range:0.199471
- opp action:check
- total pot:5400
- before update actions:l|1|2|4|n|
- before update actions regrets:209.063|4.19557|0.741652|0|0|
- mycard range:0.199471
- update strategy
- iter:12000
- after update actions regrets:209.134|-910.733|-656.187|-1162.93|-993.929|
- after update actions average regrets:10634|0|0|0|0|
- AI take action:check, probability:1, regret:209.134, randomc:0.803745
- total pot:5400
- python rec ai action: check
- -------------- game: 1068 -----------------
- win_money: -2700
- players: Bot, OpenStackTwo
- hand: Ah4h, 8c9c
- board: AcQcJh3c2h
- action_history: 0:r300,1:r900,0:c/1:r1800,0:c/1:c,0:c/1:c,0:c
- total_win: 26100
- AI position:1
- AI card:3c|5h
- -------------- game: 1069 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3c5h
- board:
- action_history: 0:f
- total_win: 26150
- AI position:0
- AI card:Qs|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.207203, regret:443.394, randomc:0.988347
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1070 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qs9c,
- board:
- action_history: 0:r300,1:f
- total_win: 26250
- AI position:1
- AI card:2d|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.29377|1666.48|2.58479|6.83119|437.928|16.6436|0.240037|0|0|
- after update actions regrets:9.29377|1666.48|2.58479|6.83119|437.928|16.6436|0.240037|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.204588, regret:437.928, randomc:0.810648
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1071 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ad2d
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 26550
- AI position:0
- AI card:6c|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.703461, regret:1504.05, randomc:0.231744
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1072 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9c6c,
- board:
- action_history: 0:r200,1:f
- total_win: 26650
- AI position:1
- AI card:Qc|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.464419, regret:992.429, randomc:0.378855
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5h|As|Ts|
- mycard:1, range:0.463752
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.105|9.69693|0.0772493|0.12093|0|0|0|0|
- after update actions regrets:204.105|9.69693|0.0772493|0.12093|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.957746, regret:204.105, randomc:0.631055
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|As|Ts|6s|
- mycard:1, range:0.442308
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.92|0.0804257|0|0|0|
- mycard range:0.442308
- update strategy
- iter:12000
- after update actions regrets:2463.16|-3481.68|-5819.76|-7650.76|-436372|
- after update actions average regrets:10083.2|423.623|63.3531|0|0|
- AI take action:check, probability:0.954016, regret:2463.16, randomc:0.711295
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|As|Ts|6s|7h|
- mycard:1, range:0.421931
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.421931
- update strategy
- iter:12000
- after update actions regrets:959.055|-10335.9|-12987.9|-15236.9|-61753.9|
- after update actions average regrets:10193.7|10.5374|0|0|0|
- AI take action:check, probability:0.99902, regret:959.055, randomc:0.248812
- total pot:600
- python rec ai action: check
- -------------- game: 1073 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 5cJc, KdQc
- board: 5hAsTs6s7h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 26350
- AI position:0
- AI card:Ks|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.240879, regret:515.319, randomc:0.942164
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1074 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: ThKs,
- board:
- action_history: 0:r300,1:f
- total_win: 26450
- AI position:1
- AI card:7d|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1673.32|7.42914|378.145|55.3173|14.3295|11.4582|0|0|
- after update actions regrets:1673.32|7.42914|378.145|55.3173|14.3295|11.4582|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.782507, regret:1673.32, randomc:0.588227
- total pot:200
- python rec ai action: check
- community cards:9s|5h|6d|
- mycard:1, range:0.781926
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.952|8.04722|0.00121716|0|0|0|0|0|
- after update actions regrets:205.952|8.04722|0.00121716|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962441, regret:205.952, randomc:0.654057
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:155.584|9.25831|10.4533|38.7042|0|
- after update actions regrets:155.584|9.25831|10.4533|38.7042|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.0424528, regret:9.25831, randomc:0.767974
- total pot:600
- python rec ai action: call
- community cards:9s|5h|6d|9c|
- mycard:1, range:0.0325563
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:178.319|35.6809|0|0|0|
- mycard range:0.0325563
- update strategy
- iter:12000
- after update actions regrets:-500.519|718.843|-2261.84|-2543.84|-131018|
- after update actions average regrets:2137.46|8034.59|124.302|0|0|
- AI take action:check, probability:0.207576, regret:-500.519, randomc:0.0706373
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:375.559|-171.304|-1400.26|-2845.21|-35785.3|
- mycard range:0.0325563
- update strategy
- iter:12000
- after update actions regrets:375.559|-171.304|-1400.26|-2845.21|-35785.3|
- after update actions average regrets:4561.1|970.816|0|0|0|
- AI take action:fold, probability:0.824625, regret:375.559, randomc:0.7931
- total pot:1200
- python rec ai action: fold
- -------------- game: 1075 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7dQh
- board: 9s5h6d9c
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:r600,1:f
- total_win: 26150
- AI position:0
- AI card:5s|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.63, randomc:0.73335
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8c|Tc|Kc|
- mycard:0, range:0.73768
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.245|0.86048|3.67243|1.13544|0.0861563|0|0|0|
- after update actions regrets:208.245|0.86048|3.67243|1.13544|0.0861563|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.245, randomc:0.907284
- total pot:400
- python rec ai action: check
- community cards:8c|Tc|Kc|7s|
- mycard:0, range:0.717843
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:187.757|0.612024|15.5268|10.104|0|
- mycard range:0.717843
- update strategy
- iter:12000
- after update actions regrets:15479.8|7485.69|-10409.4|-30740.8|-5.30156e+06|
- after update actions average regrets:3309.96|6178.88|1463.08|0|0|
- AI take action:check, probability:0.302192, regret:15479.8, randomc:0.198156
- total pot:400
- python rec ai action: check
- community cards:8c|Tc|Kc|7s|5d|
- mycard:0, range:0.216951
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:1.11988|212.816|0|0.0159864|0.0478682|0|
- mycard range:0.216951
- update strategy
- iter:12000
- after update actions regrets:2595.87|-4009.43|-28145.2|-29138.2|-49790.2|-675597|
- after update actions average regrets:10978|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2595.87, randomc:0.600397
- total pot:800
- python rec ai action: fold
- -------------- game: 1076 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qs5s,
- board: 8cTcKc7s5d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 25950
- AI position:1
- AI card:Jd|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.730832
- total pot:400
- python rec ai action: fold
- -------------- game: 1077 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jd3h
- board:
- action_history: 0:r300,1:f
- total_win: 25850
- AI position:0
- AI card:Td|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.368273, regret:787.912, randomc:0.730832
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1078 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: AhTd,
- board:
- action_history: 0:r300,1:f
- total_win: 25950
- AI position:1
- AI card:3d|3h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:704.715|14.5811|941.788|401.251|77.6653|0|0|0|
- after update actions regrets:704.715|14.5811|941.788|401.251|77.6653|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.440337, regret:941.788, randomc:0.727168
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Jd|5c|Ts|
- mycard:1, range:0.440088
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:98.7379|114.182|1.08019|0|0|0|0|0|
- after update actions regrets:98.7379|114.182|1.08019|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.460094, regret:98.7379, randomc:0.0487307
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|5c|Ts|Kd|
- mycard:1, range:0.203053
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.969|0.0310594|0|0|0|
- mycard range:0.203053
- update strategy
- iter:12000
- after update actions regrets:3608.61|-4606.32|-3208.35|-5828.35|-149537|
- after update actions average regrets:8963.44|329.894|552.526|669.964|0|
- AI take action:raise 1200, probability:0.0636355, regret:-5828.35, randomc:0.959583
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1079 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 3h3d
- board: Jd5cTsKd
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r1200,0:f
- total_win: 26250
- AI position:0
- AI card:8s|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36, randomc:0.419584
- total pot:150
- python rec ai action: fold
- -------------- game: 1080 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2h8s,
- board:
- action_history: 0:f
- total_win: 26200
- AI position:1
- AI card:Qc|Td
- -------------- game: 1081 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , TdQc
- board:
- action_history: 0:f
- total_win: 26250
- AI position:0
- AI card:3d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673059, regret:1439.25, randomc:0.295503
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|2s|3c|
- mycard:0, range:0.672548
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.4|58.0911|34.9475|6.34735|0.201116|0.00889894|0.00452489|
- after update actions regrets:0|114.4|58.0911|34.9475|6.34735|0.201116|0.00889894|0.00452489|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.273585, regret:58.0911, randomc:0.650788
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:3s|2s|3c|Jc|
- mycard:0, range:0.182565
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0|15.0819|197.645|1.21463|0.0587652|
- mycard range:0.182565
- update strategy
- iter:12000
- after update actions regrets:-157437|-17679.9|47460.7|12145.2|-1.20875e+06|
- after update actions average regrets:253.366|3029.34|6354.39|1082.53|0|
- AI take action:raise 1200, probability:0.592834, regret:47460.7, randomc:0.463636
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 1082 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 8d3d,
- board: 3s2s3cJc
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:r1200,1:f
- total_win: 26850
- AI position:1
- AI card:3c|Qc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:20.01|1941.21|1.30015|4.38456|168.427|4.67286|0|0|0|
- after update actions regrets:20.01|1941.21|1.30015|4.38456|168.427|4.67286|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.907858, regret:1941.21, randomc:0.809427
- total pot:600
- python rec ai action: call
- community cards:8s|Td|Ac|
- mycard:1, range:0.907105
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:150.34|58.2913|4.83206|0.400207|0.0476515|0.0615556|0|0.0276638|
- after update actions regrets:150.34|58.2913|4.83206|0.400207|0.0476515|0.0615556|0|0.0276638|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.273585, regret:58.2913, randomc:0.859139
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1083 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 3cQc
- board: 8sTdAc
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 27150
- AI position:0
- AI card:3c|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96, randomc:0.00112877
- total pot:150
- python rec ai action: fold
- -------------- game: 1084 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2h3c,
- board:
- action_history: 0:f
- total_win: 27100
- AI position:1
- AI card:2s|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2085.33|0|0|0.352013|2.76108|50.6293|0.927819|0|
- after update actions regrets:2085.33|0|0|0.352013|2.76108|50.6293|0.927819|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.975667, regret:2085.33, randomc:0.00112877
- total pot:200
- python rec ai action: check
- community cards:8s|Ts|3c|
- mycard:1, range:0.974453
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.988|0.011714|0|0|0|0|0|0|
- after update actions regrets:213.988|0.011714|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.988, randomc:0.0250605
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|Ts|3c|7c|
- mycard:1, range:0.9744
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:211.588|2.3746|0.0295463|0.00748409|0|
- mycard range:0.9744
- update strategy
- iter:12000
- after update actions regrets:3092.89|-179.329|-3468.35|-7744.7|-247723|
- after update actions average regrets:7789.09|2517.94|212.184|0|0|
- AI take action:check, probability:0.74054, regret:3092.89, randomc:0.121912
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|Ts|3c|7c|4s|
- mycard:1, range:0.721507
- before update actions:l|1|2|4|n|
- before update actions regrets:1.61281|212.387|0|0|0|
- mycard range:0.721507
- update strategy
- iter:12000
- after update actions regrets:-420.454|254.321|-3208.07|-8638.07|-26877.1|
- after update actions average regrets:18.5941|10424.8|0|0|0|
- AI take action:raise 100, probability:0.998276, regret:254.321, randomc:0.217563
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1085 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 7h2s
- board: 8sTs3c7c4s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:f
- total_win: 27200
- AI position:0
- AI card:As|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.34394, regret:735.825, randomc:0.871358
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3c|8c|Jh|
- mycard:0, range:0.343843
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:36.5404|130.08|15.5823|24.8216|6.05425|0.809749|0.0458484|0.065343|
- after update actions regrets:36.5404|130.08|15.5823|24.8216|6.05425|0.809749|0.0458484|0.065343|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.170616, regret:36.5404, randomc:0.0616893
- total pot:600
- python rec ai action: check
- community cards:3c|8c|Jh|5h|
- mycard:0, range:0.0587112
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0|39.2586|118.085|56.6329|0.0238188|
- mycard range:0.0587112
- update strategy
- iter:12000
- after update actions regrets:-189057|-79927.2|43811.6|-12151.9|-814196|
- after update actions average regrets:0|5.88042|5561.32|5140.32|4.59345|
- AI take action:raise 1200, probability:0.479925, regret:-12151.9, randomc:0.543266
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1086 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: AsAd,
- board: 3c8cJh5h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 27500
- AI position:1
- AI card:Qs|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.0683201, regret:146.09, randomc:0.946282
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1087 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8cQs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 27800
- AI position:0
- AI card:8s|Js
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|143.746|1415.71|573.813|6.57129|0.155806|0|0|0|
- after update actions regrets:0|143.746|1415.71|573.813|6.57129|0.155806|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.268133, regret:573.813, randomc:0.944345
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0.482149|1919.84|219.674|0|
- after update actions regrets:0.482149|1919.84|219.674|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.897568, regret:1919.84, randomc:0.525485
- total pot:1800
- python rec ai action: call
- community cards:4c|7h|5s|
- mycard:0, range:0.240552
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:212.023|1.55213|0.404945|0.000324919|0|0.0199634|
- after update actions regrets:212.023|1.55213|0.404945|0.000324919|0|0.0199634|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:fold, probability:0.995305, regret:212.023, randomc:0.462711
- total pot:3600
- python rec ai action: fold
- -------------- game: 1088 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: Js8s,
- board: 4c7h5s
- action_history: 0:r300,1:r900,0:c/1:r1800,0:f
- total_win: 26900
- AI position:1
- AI card:7s|3h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2080.26|0.0369223|15.509|3.33738|3.66267|36.1969|0.995877|0|
- after update actions regrets:2080.26|0.0369223|15.509|3.33738|3.66267|36.1969|0.995877|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.973327, regret:2080.26, randomc:0.205768
- total pot:200
- python rec ai action: check
- community cards:Jd|4d|Js|
- mycard:1, range:0.972085
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.914|3.51708|0.562616|0.00617074|0|0|0|0|
- after update actions regrets:209.914|3.51708|0.562616|0.00617074|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.914, randomc:0.9038
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|4d|Js|As|
- mycard:1, range:0.953525
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:101.792|92.9598|19.2483|0|0|
- mycard range:0.953525
- update strategy
- iter:12000
- after update actions regrets:508.224|-881.608|-3782.32|-3399.57|-61294.6|
- after update actions average regrets:10583|0|0|0|0|
- AI take action:check, probability:1, regret:508.224, randomc:0.212591
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|4d|Js|As|Ah|
- mycard:1, range:0.953525
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.953525
- update strategy
- iter:12000
- after update actions regrets:314.39|436.39|284.39|-5.60989|-77277.6|
- after update actions average regrets:2031.15|1303.6|3799.29|3330.19|0|
- AI take action:raise 200, probability:0.363089, regret:284.39, randomc:0.348188
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1089 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 3h7s
- board: Jd4dJsAsAh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r200,0:f
- total_win: 27000
- AI position:0
- AI card:7s|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673527, regret:1440.57, randomc:0.343227
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1925.51|214.487|0|
- after update actions regrets:0|1925.51|214.487|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.899953, regret:1925.51, randomc:0.753491
- total pot:1200
- python rec ai action: call
- community cards:Th|9s|Jd|
- mycard:0, range:0.605696
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:209.153|4.74913|0.0443204|0.0172458|0.0192019|0.0174957|0|
- after update actions regrets:209.153|4.74913|0.0443204|0.0172458|0.0192019|0.0174957|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.981221, regret:209.153, randomc:0.86929
- total pot:2400
- python rec ai action: fold
- -------------- game: 1090 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Ac7s,
- board: Th9sJd
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 26400
- AI position:1
- AI card:Tc|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|939.547|5.62815|21.962|1092.53|75.4829|0.807556|0.531123|3.50738|
- after update actions regrets:0|939.547|5.62815|21.962|1092.53|75.4829|0.807556|0.531123|3.50738|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.511475, regret:1092.53, randomc:0.59214
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:8d|Ad|As|
- mycard:1, range:0.51053
- before update actions:l|1|2|4|8|n|
- before update actions regrets:74.8273|59.0656|79.8573|0.200716|0.0489865|0|
- after update actions regrets:74.8273|59.0656|79.8573|0.200716|0.0489865|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.349057, regret:74.8273, randomc:0.168429
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:8d|Ad|As|6h|
- mycard:1, range:0.178512
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:90.2893|109.26|13.44|0.933577|0.0767913|
- mycard range:0.178512
- update strategy
- iter:12000
- after update actions regrets:-51688.9|34626|36126.2|-363434|-1.31397e+06|
- after update actions average regrets:11.1478|4354.89|6230.55|0|0|
- AI take action:raise 1500, probability:0.410949, regret:34626, randomc:0.0463797
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:8d|Ad|As|6h|6c|
- mycard:1, range:0.0733633
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0240527|208.079|5.87634|0.00785899|0.0122844|
- mycard range:0.0733633
- update strategy
- iter:12000
- after update actions regrets:-196777|-73219.9|29491.6|-568160|-539548|
- after update actions average regrets:62.2707|1614.68|8785.67|0|0|
- AI take action:raise 6000, probability:0.839786, regret:29491.6, randomc:0.80848
- total pot:12000
- python rec ai action: raise 6000
- -------------- game: 1091 -----------------
- win_money: 3000
- players: OpenStackTwo, Bot
- hand: , TcTd
- board: 8dAdAs6h6c
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:r1500,0:c/1:r6000,0:f
- total_win: 29400
- AI position:0
- AI card:9s|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.183903, regret:393.318, randomc:0.809133
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1092 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9s4c,
- board:
- action_history: 0:r300,1:f
- total_win: 29500
- AI position:1
- AI card:7s|Qh
- -------------- game: 1093 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Qh7s
- board:
- action_history: 0:f
- total_win: 29550
- AI position:0
- AI card:Qc|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.650304, regret:1391.27, randomc:0.696369
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1094 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qc3d,
- board:
- action_history: 0:r200,1:f
- total_win: 29650
- AI position:1
- AI card:3d|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2090.2|0|1.21236|0.049829|1.27344|47.2044|0.0587092|0|
- after update actions regrets:2090.2|0|1.21236|0.049829|1.27344|47.2044|0.0587092|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.977092, regret:2090.2, randomc:0.876777
- total pot:200
- python rec ai action: check
- community cards:4h|2h|Ad|
- mycard:1, range:0.97673
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.159|0.0763318|2.53731|0.171925|0.00233692|0.0530533|0|0|
- after update actions regrets:211.159|0.0763318|2.53731|0.171925|0.00233692|0.0530533|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.159, randomc:0.083587
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4h|2h|Ad|Ts|
- mycard:1, range:0.963763
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.39|1.01953|0.303329|0.287457|0|
- mycard range:0.963763
- update strategy
- iter:12000
- after update actions regrets:395.946|-1013.42|-6763.14|-4614.16|-81289.4|
- after update actions average regrets:10371|0|0|0|0|
- AI take action:check, probability:1, regret:395.946, randomc:0.615436
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4h|2h|Ad|Ts|7d|
- mycard:1, range:0.963763
- before update actions:l|1|2|4|n|
- before update actions regrets:166.505|20.557|1.10895|25.8291|0|
- mycard range:0.963763
- update strategy
- iter:12000
- after update actions regrets:214.555|-743.393|-1457.84|-2658.12|-21048.9|
- after update actions average regrets:9962|0|0|0|0|
- AI take action:check, probability:1, regret:214.555, randomc:0.394742
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:228.893|-6244.96|-2595.87|-3829.9|-6090.96|
- mycard range:0.963763
- update strategy
- iter:12000
- after update actions regrets:228.893|-13362|-2494.87|-4398.9|-12059|
- after update actions average regrets:20147|0|0|0|0|
- AI take action:fold, probability:1, regret:228.893, randomc:0.861051
- total pot:400
- python rec ai action: fold
- -------------- game: 1095 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3d8h
- board: 4h2hAdTs7d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 29550
- AI position:0
- AI card:4c|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.434|1594.9|398.946|5.71524|0|0|0|0|
- after update actions regrets:0|140.434|1594.9|398.946|5.71524|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.745905, regret:1594.9, randomc:0.0940559
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1096 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4cQc,
- board:
- action_history: 0:r200,1:f
- total_win: 29650
- AI position:1
- AI card:7s|Js
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.789794, regret:1687.92, randomc:0.140104
- total pot:600
- python rec ai action: call
- community cards:6c|Jh|5h|
- mycard:1, range:0.788749
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.276|1.97833|0.300209|0.131799|0.0214996|0.140121|0.113844|0.0380546|
- after update actions regrets:211.276|1.97833|0.300209|0.131799|0.0214996|0.140121|0.113844|0.0380546|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.276, randomc:0.597795
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6c|Jh|5h|Qd|
- mycard:1, range:0.778709
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:109.125|77.1937|27.5607|0.020826|0.1|
- mycard range:0.778709
- update strategy
- iter:12000
- after update actions regrets:13245.1|6147.53|-30445.5|-119879|-1.21745e+06|
- after update actions average regrets:8034.53|2376.44|0|0|0|
- AI take action:check, probability:0.771758, regret:13245.1, randomc:0.440911
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6c|Jh|5h|Qd|4d|
- mycard:1, range:0.600958
- before update actions:l|1|2|4|n|
- before update actions regrets:1.29373|176.271|36.3971|0.0385955|0|
- mycard range:0.600958
- update strategy
- iter:12000
- after update actions regrets:4518.96|5906.94|10572.1|-36765.3|-1.04496e+06|
- after update actions average regrets:1968.66|3164.74|5290.07|0|0|
- AI take action:check, probability:0.188831, regret:4518.96, randomc:0.114358
- total pot:600
- python rec ai action: check
- -------------- game: 1097 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 2c2d, 7sJs
- board: 6cJh5hQd4d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 29950
- AI position:0
- AI card:4d|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.569691, regret:1218.34, randomc:0.231865
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3c|Qh|9c|
- mycard:0, range:0.569316
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:59.6036|85.2125|5.14583|59.1802|4.46594|0.391937|0|0|
- after update actions regrets:59.6036|85.2125|5.14583|59.1802|4.46594|0.391937|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.278302, regret:59.1802, randomc:0.882534
- total pot:1200
- python rec ai action: raise 800
- opp action:call
- total pot:2000
- community cards:3c|Qh|9c|8s|
- mycard:0, range:0.15744
- turn subgame infoset node:1108992
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:213.859|0.0873048|0.0263415|0.0278409|0|
- mycard range:0.15744
- update strategy
- iter:12000
- after update actions regrets:36433.8|6849.06|-68184|-217619|-2.87018e+06|
- after update actions average regrets:8320.37|2455.02|90.4671|0|0|
- AI take action:check, probability:0.765762, regret:36433.8, randomc:0.706163
- total pot:2000
- python rec ai action: check
- community cards:3c|Qh|9c|8s|2c|
- mycard:0, range:0.120558
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:213.994|0.00617978|0|0|0|
- mycard range:0.120558
- update strategy
- iter:12000
- after update actions regrets:2634.4|-115725|-165968|-262787|-1.50144e+06|
- after update actions average regrets:10678|0|0|0|0|
- AI take action:check, probability:1, regret:2634.4, randomc:0.688807
- total pot:2000
- python rec ai action: check
- -------------- game: 1098 -----------------
- win_money: -1000
- players: Bot, OpenStackTwo
- hand: 4d8h, Jc5c
- board: 3cQh9c8s2c
- action_history: 0:r200,1:c/1:c,0:r800,1:c/1:c,0:c/1:c,0:c
- total_win: 28950
- AI position:1
- AI card:6s|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.17072, regret:365.731, randomc:0.116609
- total pot:400
- python rec ai action: fold
- -------------- game: 1099 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Kc6s
- board:
- action_history: 0:r300,1:f
- total_win: 28850
- AI position:0
- AI card:4c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54, randomc:0.116609
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|7d|5d|
- mycard:0, range:0.720814
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:177.015|1.18525|33.6678|1.91557|0|0.216165|0|0|
- after update actions regrets:177.015|1.18525|33.6678|1.91557|0|0.216165|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.834906, regret:177.015, randomc:0.630199
- total pot:400
- python rec ai action: check
- community cards:8d|7d|5d|8s|
- mycard:0, range:0.596239
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:1.15196|32.8415|174.812|5.19417|0|
- mycard range:0.596239
- update strategy
- iter:12000
- after update actions regrets:1037.98|12558.7|-961.362|-27722|-3.19723e+06|
- after update actions average regrets:3929.39|5703.78|867.742|313.727|0|
- AI take action:check, probability:0.363393, regret:1037.98, randomc:0.142332
- total pot:400
- python rec ai action: check
- community cards:8d|7d|5d|8s|2d|
- mycard:0, range:0.216637
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.179167|0.72589|206.505|6.59011|0|
- mycard range:0.216637
- update strategy
- iter:12000
- after update actions regrets:-98070.3|7337.27|2345.05|-9697.56|-779231|
- after update actions average regrets:0|6810.65|3574.31|302.194|0|
- AI take action:raise 400, probability:0.334456, regret:2345.05, randomc:0.936716
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1100 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Qh4c, 7h9d
- board: 8d7d5d8s2d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 28250
- AI position:1
- AI card:2c|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.484204
- total pot:400
- python rec ai action: fold
- -------------- game: 1101 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9d2c
- board:
- action_history: 0:r300,1:f
- total_win: 28150
- AI position:0
- AI card:Qs|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.757604, regret:1619.83, randomc:0.114438
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|Qd|Ts|
- mycard:0, range:0.756928
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:22.5336|119.377|71.4663|0.422335|0.155176|0.0338268|0.0122018|0|
- after update actions regrets:22.5336|119.377|71.4663|0.422335|0.155176|0.0338268|0.0122018|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.334906, regret:71.4663, randomc:0.831968
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:3h|Qd|Ts|9h|
- mycard:0, range:0.252779
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:207.713|3.09738|2.81639|0.340456|0.0323529|
- mycard range:0.252779
- update strategy
- iter:12000
- after update actions regrets:14125.6|33900|25527.7|-99979.8|-3.09772e+06|
- after update actions average regrets:2372.58|4842.59|3654.26|0.338882|0|
- AI take action:check, probability:0.218255, regret:14125.6, randomc:0.193236
- total pot:1200
- python rec ai action: check
- community cards:3h|Qd|Ts|9h|4h|
- mycard:0, range:0.055175
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0|70.6775|143.255|0.0675824|0|
- mycard range:0.055175
- update strategy
- iter:12000
- after update actions regrets:-85461.8|18259.8|2208.41|-154000|-2.57114e+06|
- after update actions average regrets:166.458|8466.74|2227.06|0|0|
- AI take action:raise 600, probability:0.77963, regret:18259.8, randomc:0.186998
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 1102 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Qs8d,
- board: 3hQdTs9h4h
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 28750
- AI position:1
- AI card:8s|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.133832, regret:286.391, randomc:0.860929
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:3d|2s|Ah|
- mycard:1, range:0.133828
- before update actions:l|1|2|4|8|n|
- before update actions regrets:211.077|2.81249|0|0.110123|0|0|
- after update actions regrets:211.077|2.81249|0|0.110123|0|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.077, randomc:0.387801
- total pot:3000
- python rec ai action: check
- opp action:raise 3000
- total pot:6000
- before update actions:d|l|1|2|n|
- before update actions regrets:213.836|0.0413988|0.0741023|0|0.0481696|
- after update actions regrets:213.836|0.0413988|0.0741023|0|0.0481696|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.836, randomc:0.0807004
- total pot:6000
- python rec ai action: fold
- -------------- game: 1103 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: , 9c8s
- board: 3d2sAh
- action_history: 0:r300,1:r1500,0:c/1:c,0:r3000,1:f
- total_win: 27250
- AI position:0
- AI card:8s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.758653, regret:1622.45, randomc:0.343349
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|7c|Ts|
- mycard:0, range:0.758154
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:125.776|47.1534|37.0633|4.00712|0|0|0|0|
- after update actions regrets:125.776|47.1534|37.0633|4.00712|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.220657, regret:47.1534, randomc:0.62009
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ad|7c|Ts|4c|
- mycard:0, range:0.167054
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:2.91255|20.6171|190.147|0.323538|0|
- mycard range:0.167054
- update strategy
- iter:12000
- after update actions regrets:-26595.1|-65746.4|-69761.9|61140.3|-576024|
- after update actions average regrets:5083|1081.38|243.006|4540.32|0|
- AI take action:raise 400, probability:0.0987485, regret:-65746.4, randomc:0.502514
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:Ad|7c|Ts|4c|Jd|
- mycard:0, range:0.016501
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:0|105.098|2.72914|98.6348|7.53818|
- mycard range:0.016501
- update strategy
- iter:12000
- after update actions regrets:-2.84191e+06|80004.5|-360700|-287627|-1.5888e+06|
- after update actions average regrets:0|7079.89|2553.24|1229.51|0|
- AI take action:raise 1600, probability:0.235061, regret:-360700, randomc:0.723351
- total pot:3200
- python rec ai action: raise 1600
- -------------- game: 1104 -----------------
- win_money: 2400
- players: Bot, OpenStackTwo
- hand: 8s9h, Th4s
- board: Ad7cTs4cJd
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:r1600,1:c
- total_win: 29650
- AI position:1
- AI card:Js|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.69, randomc:0.605041
- total pot:400
- python rec ai action: fold
- -------------- game: 1105 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4dJs
- board:
- action_history: 0:r300,1:f
- total_win: 29550
- AI position:0
- AI card:Kd|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09, randomc:0.686254
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|4s|Qs|
- mycard:0, range:0.751911
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:88.8654|89.6417|34.4561|0.958212|0.0118984|0.0667034|0|0|
- after update actions regrets:88.8654|89.6417|34.4561|0.958212|0.0118984|0.0667034|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.417062, regret:88.8654, randomc:0.0735046
- total pot:400
- python rec ai action: check
- community cards:3s|4s|Qs|Qc|
- mycard:0, range:0.312238
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.784|0.183508|0.0217457|0.0112045|0|
- mycard range:0.312238
- update strategy
- iter:12000
- after update actions regrets:10529.4|-14537.2|-14453.4|-113837|-4.18657e+06|
- after update actions average regrets:9894.6|68.33|721.339|24.0365|0|
- AI take action:check, probability:0.924068, regret:10529.4, randomc:0.176376
- total pot:400
- python rec ai action: check
- community cards:3s|4s|Qs|Qc|6h|
- mycard:0, range:0.288511
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.288511
- update strategy
- iter:12000
- after update actions regrets:493.643|-53150.4|-61390.4|-131037|-1.45879e+06|
- after update actions average regrets:10657|0|0|0|0|
- AI take action:check, probability:1, regret:493.643, randomc:0.736754
- total pot:400
- python rec ai action: check
- -------------- game: 1106 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kd7h, 8cAd
- board: 3s4sQsQc6h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 29350
- AI position:1
- AI card:5d|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:13.6376|1434.09|1.80702|8.53372|644.729|37.2038|0|0|0|
- after update actions regrets:13.6376|1434.09|1.80702|8.53372|644.729|37.2038|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.671034, regret:1434.09, randomc:0.335803
- total pot:600
- python rec ai action: call
- community cards:Ac|3s|4d|
- mycard:1, range:0.670135
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.652|8.39925|0.474658|0.387995|0.0228931|0|0|0.0631729|
- after update actions regrets:204.652|8.39925|0.474658|0.387995|0.0228931|0|0|0.0631729|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.652, randomc:0.279139
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|3s|4d|Jd|
- mycard:1, range:0.640862
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:141.981|71.6188|0.286461|0.114161|0|
- mycard range:0.640862
- update strategy
- iter:12000
- after update actions regrets:17232.6|25338.3|6625.95|17110.8|-303436|
- after update actions average regrets:3743.52|3848.88|1555.59|1179.61|0|
- AI take action:raise 600, probability:0.150605, regret:6625.95, randomc:0.873384
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Ac|3s|4d|Jd|3h|
- mycard:1, range:0.0965295
- before update actions:l|1|2|4|n|
- before update actions regrets:210.783|2.91706|0.3|0|0|
- mycard range:0.0965295
- update strategy
- iter:12000
- after update actions regrets:5820.9|-62911|-101515|-94801.9|-561333|
- after update actions average regrets:9753.16|400.244|0|0.0264984|0|
- AI take action:check, probability:0.960603, regret:5820.9, randomc:0.510778
- total pot:1800
- python rec ai action: check
- -------------- game: 1107 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: Jh6c, 7d5d
- board: Ac3s4dJd3h
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:c,0:c
- total_win: 28450
- AI position:0
- AI card:Td|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738541, regret:1579.33, randomc:0.406885
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|4h|2c|
- mycard:0, range:0.738003
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.79|0.659864|1.22137|0.21028|0.11857|0|0|0|
- after update actions regrets:211.79|0.659864|1.22137|0.21028|0.11857|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.79, randomc:0.469816
- total pot:400
- python rec ai action: check
- community cards:3s|4h|2c|2d|
- mycard:0, range:0.730382
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.532351|168.959|44.3127|0.195634|0|
- mycard range:0.730382
- update strategy
- iter:12000
- after update actions regrets:17907|7701.42|-13788.2|-10761.3|-4.9601e+06|
- after update actions average regrets:4500.9|1009.15|2930.11|2256.6|0|
- AI take action:raise 800, probability:0.21094, regret:-10761.3, randomc:0.904311
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1108 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8hTd,
- board: 3s4h2c2d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 28650
- AI position:1
- AI card:2h|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1897.21|241.99|0|0|0.803798|0|0|0|0|
- after update actions regrets:1897.21|241.99|0|0|0.803798|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.887278, regret:1897.21, randomc:0.791219
- total pot:400
- python rec ai action: fold
- -------------- game: 1109 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4h2h
- board:
- action_history: 0:r300,1:f
- total_win: 28550
- AI position:0
- AI card:Qs|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54, randomc:0.340186
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5d|5s|3d|
- mycard:0, range:0.720814
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.947|29.9305|0.10679|0.0157631|0|0|0|0|
- after update actions regrets:183.947|29.9305|0.10679|0.0157631|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.136792, regret:29.9305, randomc:0.94885
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:5d|5s|3d|2h|
- mycard:0, range:0.100815
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:3.82834|1.78731|177.202|31.1823|0|
- mycard range:0.100815
- update strategy
- iter:12000
- after update actions regrets:-17097.9|7175.01|37849.4|6711.4|-1.73442e+06|
- after update actions average regrets:1846.65|3404.33|4737.08|866.272|0|
- AI take action:raise 800, probability:0.436469, regret:37849.4, randomc:0.797421
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1110 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Qs4c,
- board: 5d5s3d2h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 28950
- AI position:1
- AI card:5d|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.373246, regret:798.384, randomc:0.779887
- total pot:600
- python rec ai action: call
- community cards:9d|Ac|7h|
- mycard:1, range:0.373077
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:199.623|14.0721|0.254741|0.0373193|0.0127135|0|0|0|
- after update actions regrets:199.623|14.0721|0.254741|0.0373193|0.0127135|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.934272, regret:199.623, randomc:0.84317
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9d|Ac|7h|4d|
- mycard:1, range:0.348013
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:189.502|21.1156|0.593641|2.76764|0.0207348|
- mycard range:0.348013
- update strategy
- iter:12000
- after update actions regrets:-1302.8|23041.8|7336.29|14802.5|-280157|
- after update actions average regrets:808.177|3954.53|1051.57|4428.62|0|
- AI take action:raise 1200, probability:0.43238, regret:14802.5, randomc:0.879935
- total pot:1800
- python rec ai action: raise 1200
- opp action:call
- total pot:3000
- community cards:9d|Ac|7h|4d|3d|
- mycard:1, range:0.150467
- before update actions:l|1|2|4|n|
- before update actions regrets:1.3992|0.256336|37.6928|174.431|0.220228|
- mycard range:0.150467
- update strategy
- iter:12000
- after update actions regrets:-34143.6|27324.2|11767.6|-251123|-3.02475e+06|
- after update actions average regrets:0.534087|6739.65|3618.65|15.8081|0|
- AI take action:raise 3000, probability:0.348824, regret:11767.6, randomc:0.918219
- total pot:6000
- python rec ai action: raise 3000
- -------------- game: 1111 -----------------
- win_money: 4500
- players: OpenStackTwo, Bot
- hand: AdQc, 5d6h
- board: 9dAc7h4d3d
- action_history: 0:r300,1:c/1:c,0:c/1:r1200,0:c/1:r3000,0:c
- total_win: 33450
- AI position:0
- AI card:6c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.282975, regret:605.97, randomc:0.79955
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1112 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6c4h,
- board:
- action_history: 0:r300,1:f
- total_win: 33550
- AI position:1
- AI card:7s|7c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:508.616|22.7616|1149.28|361.11|97.3016|0|0|0.927188|
- after update actions regrets:508.616|22.7616|1149.28|361.11|97.3016|0|0|0.927188|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.53767, regret:1149.28, randomc:0.270522
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1113 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 7s7c
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 33650
- AI position:0
- AI card:5c|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12, randomc:0.247704
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7h|8c|Tc|
- mycard:0, range:0.820617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.535755|203.603|9.12489|0.686702|0.0261017|0.0112063|0.000769231|0.0117308|
- after update actions regrets:0.535755|203.603|9.12489|0.686702|0.0261017|0.0112063|0.000769231|0.0117308|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.957547, regret:203.603, randomc:0.317426
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1114 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ah5c,
- board: 7h8cTc
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 33850
- AI position:1
- AI card:Js|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1037.19|1102.81|0|0|0|0|0|0|0|
- after update actions regrets:1037.19|1102.81|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.484806, regret:1037.19, randomc:0.06943
- total pot:400
- python rec ai action: fold
- -------------- game: 1115 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Js7d
- board:
- action_history: 0:r300,1:f
- total_win: 33750
- AI position:0
- AI card:4s|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.230122, regret:492.545, randomc:0.987681
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1116 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8h4s,
- board:
- action_history: 0:r300,1:f
- total_win: 33850
- AI position:1
- AI card:Tc|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.383427, regret:819.105, randomc:0.949613
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1117 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , TcAd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 34150
- AI position:0
- AI card:3c|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.175398, regret:375.217, randomc:0.0425665
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Ad|3s|Js|
- mycard:0, range:0.175335
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:77.5043|136.253|0.243152|0|0|0|0|0|
- after update actions regrets:77.5043|136.253|0.243152|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.361502, regret:77.5043, randomc:0.168943
- total pot:200
- python rec ai action: check
- community cards:Ad|3s|Js|9h|
- mycard:0, range:0.063501
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:181.545|32.1594|0.151415|0.143934|0|
- mycard range:0.063501
- update strategy
- iter:12000
- after update actions regrets:-3296.73|8372.89|-18817.1|-67727.1|-1.6947e+06|
- after update actions average regrets:0|10713.3|10.7303|165.732|0|
- AI take action:raise 100, probability:0.983927, regret:8372.89, randomc:0.272141
- total pot:300
- python rec ai action: raise 100
- opp action:raise 500
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:737.701|-8502.43|-16058.4|-449774|
- mycard range:0.063501
- update strategy
- iter:12000
- after update actions regrets:737.701|-9686.43|-31502.4|-623705|
- after update actions average regrets:21572|0|0|0|
- AI take action:fold, probability:1, regret:737.701, randomc:0.510517
- total pot:800
- python rec ai action: fold
- -------------- game: 1118 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Th3c,
- board: Ad3sJs9h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r100,1:r500,0:f
- total_win: 33950
- AI position:1
- AI card:Qs|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.869443, regret:1858.18, randomc:0.324918
- total pot:600
- python rec ai action: call
- community cards:2d|4h|9c|
- mycard:1, range:0.86831
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.038|39.8537|0.68052|0.106776|0.0476237|0.0686411|0.145349|0.0592902|
- after update actions regrets:173.038|39.8537|0.68052|0.106776|0.0476237|0.0686411|0.145349|0.0592902|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.816038, regret:173.038, randomc:0.695847
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.382731|188.838|24.0939|0.304301|0.38129|
- after update actions regrets:0.382731|188.838|24.0939|0.304301|0.38129|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.886792, regret:188.838, randomc:0.267483
- total pot:1800
- python rec ai action: call
- community cards:2d|4h|9c|3c|
- mycard:1, range:0.619552
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.212|0.723275|0.0500091|0.0144784|0|
- mycard range:0.619552
- update strategy
- iter:12000
- after update actions regrets:6310.75|-3842.74|-33258.4|-46307.4|-680604|
- after update actions average regrets:10650.4|42.2069|9.74701|0|0|
- AI take action:check, probability:0.995234, regret:6310.75, randomc:0.568848
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:2d|4h|9c|3c|Td|
- mycard:1, range:0.616544
- before update actions:l|1|2|4|n|
- before update actions regrets:0.467739|213.277|0.239483|0.0153676|0|
- mycard range:0.616544
- update strategy
- iter:12000
- after update actions regrets:1347.75|3255.56|-21646.5|-59504.7|-125044|
- after update actions average regrets:2799.19|7722.51|0.287256|0|0|
- AI take action:raise 900, probability:0.733961, regret:3255.56, randomc:0.806161
- total pot:2700
- python rec ai action: raise 900
- -------------- game: 1119 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 9dQs
- board: 2d4h9c3cTd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:r900,0:f
- total_win: 34850
- AI position:0
- AI card:2c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.447847
- total pot:150
- python rec ai action: fold
- -------------- game: 1120 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 6d2c,
- board:
- action_history: 0:f
- total_win: 34800
- AI position:1
- AI card:5c|Qc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:13.4886|1893.4|2.15514|7.55056|217.154|6.25375|0|0|0|
- after update actions regrets:13.4886|1893.4|2.15514|7.55056|217.154|6.25375|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.885407, regret:1893.4, randomc:0.447847
- total pot:600
- python rec ai action: call
- community cards:4d|Qd|3s|
- mycard:1, range:0.884765
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:163.32|45.2337|5.03361|0.0720738|0.159513|0.100179|0.00757749|0.0736092|
- after update actions regrets:163.32|45.2337|5.03361|0.0720738|0.159513|0.100179|0.00757749|0.0736092|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.211268, regret:45.2337, randomc:0.92855
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1121 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Qc5c
- board: 4dQd3s
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 35100
- AI position:0
- AI card:4c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238296, regret:509.828, randomc:0.786065
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1122 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4c3d,
- board:
- action_history: 0:r300,1:f
- total_win: 35200
- AI position:1
- AI card:Kd|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966324, regret:2066.93, randomc:0.340234
- total pot:400
- python rec ai action: fold
- -------------- game: 1123 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2hKd
- board:
- action_history: 0:r300,1:f
- total_win: 35100
- AI position:0
- AI card:2c|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96, randomc:0.797256
- total pot:150
- python rec ai action: fold
- -------------- game: 1124 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2c3h,
- board:
- action_history: 0:f
- total_win: 35050
- AI position:1
- AI card:Qs|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.940626, regret:2012.68, randomc:0.332292
- total pot:400
- python rec ai action: fold
- -------------- game: 1125 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qs4d
- board:
- action_history: 0:r300,1:f
- total_win: 34950
- AI position:0
- AI card:Qs|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.650304, regret:1391.27, randomc:0.310766
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2133.37|0|6.62724|0|
- after update actions regrets:2133.37|0|6.62724|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.997195, regret:2133.37, randomc:0.897459
- total pot:800
- python rec ai action: fold
- -------------- game: 1126 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qs3h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 34750
- AI position:1
- AI card:7c|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.8961|1719.43|1.84632|5.02961|372.667|26.1297|0|0|0|
- after update actions regrets:14.8961|1719.43|1.84632|5.02961|372.667|26.1297|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.804399, regret:1719.43, randomc:0.566833
- total pot:600
- python rec ai action: call
- community cards:9h|9d|5h|
- mycard:1, range:0.803472
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.242|0.355368|0.227624|0.0245272|0.0911772|0.0194448|0.0398633|0|
- after update actions regrets:213.242|0.355368|0.227624|0.0245272|0.0911772|0.0194448|0.0398633|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.242, randomc:0.0771127
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:20.876|162.719|14.4901|15.8854|0.0295802|
- after update actions regrets:20.876|162.719|14.4901|15.8854|0.0295802|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.767773, regret:162.719, randomc:0.312818
- total pot:1800
- python rec ai action: call
- community cards:9h|9d|5h|8c|
- mycard:1, range:0.608772
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.717|0.0705119|0.193831|0|0.019119|
- mycard range:0.608772
- update strategy
- iter:12000
- after update actions regrets:2735.3|-1106.34|-22062.2|-46204.4|-1.23527e+06|
- after update actions average regrets:10624.1|6.38683|0|0|0|
- AI take action:check, probability:0.999436, regret:2735.3, randomc:0.462068
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:9h|9d|5h|8c|5c|
- mycard:1, range:0.608406
- before update actions:l|1|2|4|n|
- before update actions regrets:201.943|3.57553|8.48183|0|0|
- mycard range:0.608406
- update strategy
- iter:12000
- after update actions regrets:263.46|-9239.91|-12678|-19558.5|-51888.5|
- after update actions average regrets:10606|0|0|0|0|
- AI take action:check, probability:1, regret:263.46, randomc:0.639127
- total pot:1800
- python rec ai action: check
- -------------- game: 1127 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: 6c6h, Ad7c
- board: 9h9d5h8c5c
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 33850
- AI position:0
- AI card:Ks|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49, randomc:0.399653
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1128 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ks6c,
- board:
- action_history: 0:r200,1:f
- total_win: 33950
- AI position:1
- AI card:7d|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.832475, regret:1779.9, randomc:0.324894
- total pot:600
- python rec ai action: call
- community cards:Qc|6d|Th|
- mycard:1, range:0.831728
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.933|0.532905|0.396135|0.115394|0.00589176|0.0166063|0|0|
- after update actions regrets:212.933|0.532905|0.396135|0.115394|0.00589176|0.0166063|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.933, randomc:0.813384
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qc|6d|Th|Tc|
- mycard:1, range:0.827581
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:203.59|6.62057|3.1308|0.658183|0|
- mycard range:0.827581
- update strategy
- iter:12000
- after update actions regrets:5547.66|7775.69|-1566.8|-7869.27|-1.58199e+06|
- after update actions average regrets:5474.7|4568.64|197.959|1.28617|0|
- AI take action:check, probability:0.53457, regret:5547.66, randomc:0.533029
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qc|6d|Th|Tc|Ad|
- mycard:1, range:0.442345
- before update actions:l|1|2|4|n|
- before update actions regrets:44.7154|33.4484|94.992|40.8442|0|
- mycard range:0.442345
- update strategy
- iter:12000
- after update actions regrets:-4461.35|5822.38|2823.92|-137.226|-257773|
- after update actions average regrets:0|7581|734.606|1907.49|0|
- AI take action:raise 300, probability:0.741636, regret:5822.38, randomc:0.484871
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1129 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8h7d
- board: Qc6dThTcAd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 34250
- AI position:0
- AI card:Js|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.655285, regret:1401.67, randomc:0.577461
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jc|Qs|Ad|
- mycard:0, range:0.654985
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.00608108|93.7396|82.9727|36.4549|0.774553|0.0236585|0.0207818|0.00766488|
- after update actions regrets:0.00608108|93.7396|82.9727|36.4549|0.774553|0.0236585|0.0207818|0.00766488|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.170616, regret:36.4549, randomc:0.87561
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1130 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: JdJs,
- board: JcQsAd
- action_history: 0:r200,1:c/1:c,0:r800,1:f
- total_win: 34450
- AI position:1
- AI card:2s|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.161204
- total pot:400
- python rec ai action: fold
- -------------- game: 1131 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5h2s
- board:
- action_history: 0:r300,1:f
- total_win: 34350
- AI position:0
- AI card:7s|3c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17, randomc:0.0504426
- total pot:150
- python rec ai action: fold
- -------------- game: 1132 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3c7s,
- board:
- action_history: 0:f
- total_win: 34300
- AI position:1
- AI card:5d|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1816.79|6.89646|267.984|35.61|7.99968|4.39029|0.330927|0|
- after update actions regrets:1816.79|6.89646|267.984|35.61|7.99968|4.39029|0.330927|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.850585, regret:1816.79, randomc:0.0504426
- total pot:200
- python rec ai action: check
- community cards:3s|Kh|5c|
- mycard:1, range:0.848967
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.412|12.9872|0.437413|0.119238|0.0303339|0.00588136|0.0075287|0.000172277|
- after update actions regrets:200.412|12.9872|0.437413|0.119238|0.0303339|0.00588136|0.0075287|0.000172277|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.412, randomc:0.496772
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3s|Kh|5c|5s|
- mycard:1, range:0.795062
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:102.644|70.7496|9.36672|31.2401|0|
- mycard range:0.795062
- update strategy
- iter:12000
- after update actions regrets:4424.67|3250.78|1983.39|-144.734|-31908|
- after update actions average regrets:3826.24|2873|1896.35|203.538|1251.31|
- AI take action:check, probability:0.380734, regret:4424.67, randomc:0.0447273
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3s|Kh|5c|5s|Qd|
- mycard:1, range:0.302683
- before update actions:l|1|2|4|n|
- before update actions regrets:59.5211|16.7951|84.7758|52.9081|0|
- mycard range:0.302683
- update strategy
- iter:12000
- after update actions regrets:1394.69|906.964|-2024.06|-2009.92|-2250.83|
- after update actions average regrets:2853.47|6547.23|648.23|39.6838|0|
- AI take action:raise 100, probability:0.649053, regret:906.964, randomc:0.841641
- total pot:300
- python rec ai action: raise 100
- opp action:raise 500
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:-6987.26|-3436.26|326.406|-702.924|
- mycard range:0.302683
- update strategy
- iter:12000
- after update actions regrets:-9208.03|-4113.03|347.639|-86.6909|
- after update actions average regrets:0|0|17926.9|2809.9|
- AI take action:raise 1700, probability:1, regret:347.639, randomc:0.232636
- total pot:2400
- python rec ai action: raise 1700
- -------------- game: 1133 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , Qh5d
- board: 3sKh5c5sQd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:r500,1:r1700,0:f
- total_win: 34900
- AI position:0
- AI card:9s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28, randomc:0.536791
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1134 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qd9s,
- board:
- action_history: 0:r200,1:f
- total_win: 35000
- AI position:1
- AI card:2d|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.141635
- total pot:400
- python rec ai action: fold
- -------------- game: 1135 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2d4h
- board:
- action_history: 0:r300,1:f
- total_win: 34900
- AI position:0
- AI card:7c|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94, randomc:0.15954
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|2d|Qs|
- mycard:0, range:0.718196
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:156.571|48.7472|5.48876|2.69741|0.471782|0.0238663|0|0|
- after update actions regrets:156.571|48.7472|5.48876|2.69741|0.471782|0.0238663|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.739336, regret:156.571, randomc:0.669306
- total pot:400
- python rec ai action: check
- community cards:Jh|2d|Qs|9h|
- mycard:0, range:0.525461
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:2.91626|210.788|0.200463|0.0948819|0|
- mycard range:0.525461
- update strategy
- iter:12000
- after update actions regrets:7177.23|-53327.9|-198248|-243215|-2.80386e+06|
- after update actions average regrets:10361.3|486.234|0|0|0|
- AI take action:check, probability:0.955195, regret:7177.23, randomc:0.704221
- total pot:400
- python rec ai action: check
- community cards:Jh|2d|Qs|9h|6s|
- mycard:0, range:0.501907
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:63.6502|142.309|6.09527|1.93687|0.00828919|0|
- mycard range:0.501907
- update strategy
- iter:12000
- after update actions regrets:4522.02|10718.7|60.4667|121.308|-24209.6|-298744|
- after update actions average regrets:843.037|9088.51|448.622|300.203|0|0|
- AI take action:call, probability:0.851016, regret:10718.7, randomc:0.532938
- total pot:1200
- python rec ai action: call
- -------------- game: 1136 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 7c9d, 8hKc
- board: Jh2dQs9h6s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 35500
- AI position:1
- AI card:4c|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.63263|1802.42|3.87793|9.09519|317.213|1.66169|0.0982998|0|0|
- after update actions regrets:5.63263|1802.42|3.87793|9.09519|317.213|1.66169|0.0982998|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.843238, regret:1802.42, randomc:0.342681
- total pot:600
- python rec ai action: call
- community cards:Js|Ks|9d|
- mycard:1, range:0.842253
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:129.46|71.716|10.0444|2.56552|0.163847|0|0|0.0505772|
- after update actions regrets:129.46|71.716|10.0444|2.56552|0.163847|0|0|0.0505772|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.334906, regret:71.716, randomc:0.808743
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Js|Ks|9d|7h|
- mycard:1, range:0.282257
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:168.257|41.0932|4.14154|0.507802|0|
- mycard range:0.282257
- update strategy
- iter:12000
- after update actions regrets:14889.8|-25661.4|-40963.3|-63825.9|-820568|
- after update actions average regrets:10449.9|204.769|0|0|0|
- AI take action:check, probability:0.98085, regret:14889.8, randomc:0.69115
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:Js|Ks|9d|7h|2c|
- mycard:1, range:0.276832
- before update actions:l|1|2|4|n|
- before update actions regrets:213.876|0.088918|0.0346116|0|0|
- mycard range:0.276832
- update strategy
- iter:12000
- after update actions regrets:4625.26|-115632|-91858.6|-155667|-282482|
- after update actions average regrets:10346|0|0|0|0|
- AI take action:check, probability:1, regret:4625.26, randomc:0.681109
- total pot:1200
- python rec ai action: check
- -------------- game: 1137 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: Kh6c, 4h4c
- board: JsKs9d7h2c
- action_history: 0:r300,1:c/1:r300,0:c/1:c,0:c/1:c,0:c
- total_win: 34900
- AI position:0
- AI card:6s|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.704258, regret:1505.92, randomc:0.56228
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|Jc|2d|
- mycard:0, range:0.7037
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2.90998|210.36|0.632857|0.0974152|0|0|0|0|
- after update actions regrets:2.90998|210.36|0.632857|0.0974152|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.990566, regret:210.36, randomc:0.602113
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qd|Jc|2d|Th|
- mycard:0, range:0.69173
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:58.0891|30.7203|124.933|0.257177|0|
- mycard range:0.69173
- update strategy
- iter:12000
- after update actions regrets:48273.8|4601.38|11761.6|-137072|-2.65001e+06|
- after update actions average regrets:6695.24|515.213|3596.9|149.4|0|
- AI take action:check, probability:0.611136, regret:48273.8, randomc:0.151806
- total pot:800
- python rec ai action: check
- community cards:Qd|Jc|2d|Th|9d|
- mycard:0, range:0.422689
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0501992|142.26|71.6901|0|0|
- mycard range:0.422689
- update strategy
- iter:12000
- after update actions regrets:-93151.8|10233.4|-8571.13|-162949|-3.86158e+06|
- after update actions average regrets:0|10399|517.673|11.8784|0|
- AI take action:raise 800, probability:0.047314, regret:-8571.13, randomc:0.973043
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1138 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 6s8c,
- board: QdJc2dTh9d
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 35300
- AI position:1
- AI card:5c|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.965667
- total pot:400
- python rec ai action: fold
- -------------- game: 1139 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c2h
- board:
- action_history: 0:r300,1:f
- total_win: 35200
- AI position:0
- AI card:9s|As
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.00467727, regret:10.0994, randomc:0.999319
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:9c|9h|Qc|
- mycard:0, range:0.00471932
- opp action:check
- total pot:1000
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:0.391394|11.5513|53.1527|123.305|24.7472|0.0571429|0.795124|
- after update actions regrets:0.391394|11.5513|53.1527|123.305|24.7472|0.0571429|0.795124|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 2000, probability:0.582938, regret:123.305, randomc:0.431816
- total pot:3000
- python rec ai action: raise 2000
- -------------- game: 1140 -----------------
- win_money: 500
- players: Bot, OpenStackTwo
- hand: 9sAs,
- board: 9c9hQc
- action_history: 0:r500,1:c/1:c,0:r2000,1:f
- total_win: 35700
- AI position:1
- AI card:2c|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:877.704|1262.04|0.131623|0.0868002|0.0304319|0.00602397|0|0|0|
- after update actions regrets:877.704|1262.04|0.131623|0.0868002|0.0304319|0.00602397|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.410005, regret:877.704, randomc:0.0666763
- total pot:400
- python rec ai action: fold
- -------------- game: 1141 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Tc2c
- board:
- action_history: 0:r300,1:f
- total_win: 35600
- AI position:0
- AI card:2s|Ts
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.986|1472.93|535.908|3.17576|0|0|0|0|
- after update actions regrets:0|127.986|1472.93|535.908|3.17576|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.93, randomc:0.395001
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|7s|8s|
- mycard:0, range:0.688285
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.0916046|115.183|86.7202|11.408|0.411042|0.0428501|0|0.143079|
- after update actions regrets:0.0916046|115.183|86.7202|11.408|0.411042|0.0428501|0|0.143079|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.542453, regret:115.183, randomc:0.0387868
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:9s|7s|8s|6c|
- mycard:0, range:0.370462
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|23.4876|189.149|1.36374|0|
- mycard range:0.370462
- update strategy
- iter:12000
- after update actions regrets:-24332.6|-84231.1|12350.5|79624.8|-1.23587e+06|
- after update actions average regrets:35.9945|1203.49|4359.63|5394.63|0|
- AI take action:raise 1600, probability:0.490765, regret:79624.8, randomc:0.770267
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 1142 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 2sTs,
- board: 9s7s8s6c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r1600,1:f
- total_win: 36000
- AI position:1
- AI card:As|Jc
- -------------- game: 1143 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , JcAs
- board:
- action_history: 0:f
- total_win: 36050
- AI position:0
- AI card:7c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58, randomc:0.674092
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6d|8d|Ad|
- mycard:0, range:0.598868
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:67.4579|63.9228|82.5373|0.0819151|0|0|0|0|
- after update actions regrets:67.4579|63.9228|82.5373|0.0819151|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.316038, regret:67.4579, randomc:0.231504
- total pot:400
- python rec ai action: check
- community cards:6d|8d|Ad|6h|
- mycard:0, range:0.188778
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.265|0.134702|0.369244|0.230718|0|
- mycard range:0.188778
- update strategy
- iter:12000
- after update actions regrets:-19422|3414.86|-54021.9|-95827|-4.45815e+06|
- after update actions average regrets:0|10694|0|0|0|
- AI take action:raise 200, probability:1, regret:3414.86, randomc:0.602737
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1144 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7c4h,
- board: 6d8dAd6h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 36250
- AI position:1
- AI card:4h|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1269.39|12.078|595.734|216.458|45.0233|0.67312|0.642355|0|
- after update actions regrets:1269.39|12.078|595.734|216.458|45.0233|0.67312|0.642355|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.278428, regret:595.734, randomc:0.643601
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5d|7d|6h|
- mycard:1, range:0.27838
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:120.533|77.2158|16.2509|0|0|0|0|0|
- after update actions regrets:120.533|77.2158|16.2509|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.56338, regret:120.533, randomc:0.526154
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:31.6883|180.701|0.785032|0.825433|0|
- after update actions regrets:31.6883|180.701|0.785032|0.825433|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.146919, regret:31.6883, randomc:0.019371
- total pot:1200
- python rec ai action: fold
- -------------- game: 1145 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Kh4h
- board: 5d7d6h
- action_history: 0:c,1:r300,0:c/1:c,0:r600,1:f
- total_win: 35950
- AI position:0
- AI card:Ac|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.404584, regret:865.762, randomc:0.710423
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9d|Jd|9c|
- mycard:0, range:0.404562
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.353|12.5613|0.258696|0.412545|0.336647|0.0624087|0.0157177|0|
- after update actions regrets:200.353|12.5613|0.258696|0.412545|0.336647|0.0624087|0.0157177|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.353, randomc:0.943366
- total pot:600
- python rec ai action: check
- community cards:9d|Jd|9c|2s|
- mycard:0, range:0.378762
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:6.77844|207.08|0.141575|0|0|
- mycard range:0.378762
- update strategy
- iter:12000
- after update actions regrets:-18922.6|13970.7|-21374.2|-194907|-4.23023e+06|
- after update actions average regrets:2212.14|7677.06|901.608|0|0|
- AI take action:raise 300, probability:0.711492, regret:13970.7, randomc:0.422312
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:9d|Jd|9c|2s|2d|
- mycard:0, range:0.269468
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.269468
- update strategy
- iter:12000
- after update actions regrets:2843.45|-179105|-169522|-173202|-1.93805e+06|
- after update actions average regrets:10760.4|0|0|0.617282|0|
- AI take action:check, probability:1, regret:2843.45, randomc:0.380907
- total pot:1200
- python rec ai action: check
- -------------- game: 1146 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: AcKd, QcTh
- board: 9dJd9c2s2d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:c/1:c,0:c
- total_win: 36550
- AI position:1
- AI card:Js|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.115668
- total pot:400
- python rec ai action: fold
- -------------- game: 1147 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Js2d
- board:
- action_history: 0:r300,1:f
- total_win: 36450
- AI position:0
- AI card:Jc|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730122, regret:1561.6, randomc:0.115668
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1148 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: TdJc,
- board:
- action_history: 0:r200,1:f
- total_win: 36550
- AI position:1
- AI card:4h|9h
- -------------- game: 1149 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 4h9h
- board:
- action_history: 0:f
- total_win: 36600
- AI position:0
- AI card:7h|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|111.836|1255.9|761.315|10.8997|0.0532512|0|0|0|
- after update actions regrets:0|111.836|1255.9|761.315|10.8997|0.0532512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.587272, regret:1255.9, randomc:0.0819341
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1150 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ah7h,
- board:
- action_history: 0:r200,1:f
- total_win: 36700
- AI position:1
- AI card:2h|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1069.88|12.8841|682.866|277.988|81.5522|11.9014|1.00863|1.92246|
- after update actions regrets:1069.88|12.8841|682.866|277.988|81.5522|11.9014|1.00863|1.92246|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0379569, regret:81.5522, randomc:0.972058
- total pot:1000
- python rec ai action: raise 900
- opp action:call
- total pot:1800
- community cards:6d|Qh|Qc|
- mycard:1, range:0.0381085
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:63.2791|94.0226|52.089|4.60923|0|0|0|
- after update actions regrets:63.2791|94.0226|52.089|4.60923|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 1800, probability:0.244131, regret:52.089, randomc:0.799226
- total pot:3600
- python rec ai action: raise 1800
- -------------- game: 1151 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 2hAh
- board: 6dQhQc
- action_history: 0:c,1:r900,0:c/1:r1800,0:f
- total_win: 37600
- AI position:0
- AI card:Kd|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09, randomc:0.053198
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:565.366|1298.83|275.799|0|
- after update actions regrets:565.366|1298.83|275.799|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.128625, regret:275.799, randomc:0.890884
- total pot:2400
- python rec ai action: raise 1800
- opp action:allin
- total pot:21800
- before update actions:d|l|
- before update actions regrets:2140|0|
- after update actions regrets:2140|0|
- after update actions average regrets:0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.773475
- total pot:21800
- python rec ai action: fold
- -------------- game: 1152 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: Kd7h,
- board:
- action_history: 0:r200,1:r600,0:r1800,1:r20000,0:f
- total_win: 35800
- AI position:1
- AI card:7c|Jc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.789794, regret:1687.92, randomc:0.544907
- total pot:600
- python rec ai action: call
- community cards:Ad|Jd|Ah|
- mycard:1, range:0.788749
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.944|2.0125|0.680149|0.0999697|0.0957117|0.0217603|0.0230363|0.122422|
- after update actions regrets:210.944|2.0125|0.680149|0.0999697|0.0957117|0.0217603|0.0230363|0.122422|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.944, randomc:0.274607
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|Jd|Ah|Kh|
- mycard:1, range:0.777487
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:21.7424|191.897|0.25939|0.100769|0|
- mycard range:0.777487
- update strategy
- iter:12000
- after update actions regrets:7967.47|2643.62|-23618|-82653.2|-1.10942e+06|
- after update actions average regrets:9765.81|788.024|0|0|0|
- AI take action:check, probability:0.925329, regret:7967.47, randomc:0.608723
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|Jd|Ah|Kh|5d|
- mycard:1, range:0.719434
- before update actions:l|1|2|4|n|
- before update actions regrets:84.1186|129.466|0.415191|0|0|
- mycard range:0.719434
- update strategy
- iter:12000
- after update actions regrets:-967.703|4639.64|-39995.4|-183975|-838022|
- after update actions average regrets:1671.34|8741.81|0|0|0|
- AI take action:raise 300, probability:0.839512, regret:4639.64, randomc:0.609179
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1153 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Jc7c
- board: AdJdAhKh5d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 36100
- AI position:0
- AI card:5d|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65, randomc:0.299817
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.927317
- total pot:800
- python rec ai action: fold
- -------------- game: 1154 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5d8h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 35900
- AI position:1
- AI card:3c|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.753156, regret:1611.36, randomc:0.0842072
- total pot:400
- python rec ai action: fold
- -------------- game: 1155 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3cKd
- board:
- action_history: 0:r300,1:f
- total_win: 35800
- AI position:0
- AI card:7h|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.862|1409.66|592.086|7.14904|0.239729|0|0|0|
- after update actions regrets:0|130.862|1409.66|592.086|7.14904|0.239729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.659027, regret:1409.66, randomc:0.41986
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jd|Kc|Qc|
- mycard:0, range:0.658721
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:162.626|33.9281|16.397|0.651003|0.3393|0|0.015304|0.0431866|
- after update actions regrets:162.626|33.9281|16.397|0.651003|0.3393|0|0.015304|0.0431866|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.767773, regret:162.626, randomc:0.203447
- total pot:400
- python rec ai action: check
- community cards:Jd|Kc|Qc|Jh|
- mycard:0, range:0.500585
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:133.113|79.05|1.23937|0.597314|0|
- mycard range:0.500585
- update strategy
- iter:12000
- after update actions regrets:14821.4|-42954.7|-45848.5|-97852.1|-6.88886e+06|
- after update actions average regrets:9961.44|626.66|220.378|0|0|
- AI take action:check, probability:0.921717, regret:14821.4, randomc:0.215861
- total pot:400
- python rec ai action: check
- community cards:Jd|Kc|Qc|Jh|2s|
- mycard:0, range:0.461355
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0958904|40.4262|168.959|4.51854|0|
- mycard range:0.461355
- update strategy
- iter:12000
- after update actions regrets:-279606|8252.76|7851.3|-22702.1|-4.87362e+06|
- after update actions average regrets:0|2823.98|7168.94|571.74|0|
- AI take action:raise 200, probability:0.267279, regret:8252.76, randomc:0.179312
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1156 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Kh7h,
- board: JdKcQcJh2s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 36000
- AI position:1
- AI card:Tc|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.577794|1034.3|5.64564|22.178|1056.31|20.1665|0.215729|0.068304|0.54572|
- after update actions regrets:0.577794|1034.3|5.64564|22.178|1056.31|20.1665|0.215729|0.068304|0.54572|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.494151, regret:1056.31, randomc:0.854697
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1157 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AcTc
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 36300
- AI position:0
- AI card:Jc|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.672591, regret:1438.15, randomc:0.351806
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6h|5c|6d|
- mycard:0, range:0.672034
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:124.572|65.2906|21.7835|2.25871|0.0564372|0.0390574|0|0|
- after update actions regrets:124.572|65.2906|21.7835|2.25871|0.0564372|0.0390574|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.306604, regret:65.2906, randomc:0.80137
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:6h|5c|6d|3c|
- mycard:0, range:0.205035
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:209.843|0.181512|3.92829|0.0467243|0|
- mycard range:0.205035
- update strategy
- iter:12000
- after update actions regrets:-55405.8|-56220.4|32950.3|18521.4|-2.47939e+06|
- after update actions average regrets:54.0345|842.528|5219.41|4530.66|0|
- AI take action:raise 800, probability:0.490277, regret:32950.3, randomc:0.4632
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1158 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 4hJc,
- board: 6h5c6d3c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 36700
- AI position:1
- AI card:3d|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.535285
- total pot:400
- python rec ai action: fold
- -------------- game: 1159 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8h3d
- board:
- action_history: 0:r300,1:f
- total_win: 36600
- AI position:0
- AI card:Jd|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.5776|1359.45|678.484|9.49292|0|0|0|0|
- after update actions regrets:0|92.5776|1359.45|678.484|9.49292|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.317119, regret:678.484, randomc:0.696481
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4s|Qs|4c|
- mycard:0, range:0.317048
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.291|15.5465|4.04074|0.601009|0.944996|0.296236|0.146533|0.132997|
- after update actions regrets:192.291|15.5465|4.04074|0.601009|0.944996|0.296236|0.146533|0.132997|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.909953, regret:192.291, randomc:0.130156
- total pot:600
- python rec ai action: check
- community cards:4s|Qs|4c|8s|
- mycard:0, range:0.284886
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:73.3355|44.8122|95.758|0.0491333|0.0451613|
- mycard range:0.284886
- update strategy
- iter:12000
- after update actions regrets:32460.7|-17018.8|18984.1|-66593.6|-2.96131e+06|
- after update actions average regrets:5996.64|847.621|2660.97|1246.85|0|
- AI take action:check, probability:0.557819, regret:32460.7, randomc:0.537422
- total pot:600
- python rec ai action: check
- community cards:4s|Qs|4c|8s|5d|
- mycard:0, range:0.158886
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.00627803|213.669|0.0259136|0.151603|0.147301|0|
- mycard range:0.158886
- update strategy
- iter:12000
- after update actions regrets:-407945|5541.74|-2480.9|-3292.78|-49049.8|-519873|
- after update actions average regrets:0|8617.33|1502.37|429.344|0|0|
- AI take action:call, probability:0.816932, regret:5541.74, randomc:0.225724
- total pot:1800
- python rec ai action: call
- -------------- game: 1160 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: QdJd, JhQc
- board: 4sQs4c8s5d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:c
- total_win: 36600
- AI position:1
- AI card:Th|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2.71926|1238.39|5.03094|18.4483|858.225|15.9198|0.301644|0.0948088|0.873097|
- after update actions regrets:2.71926|1238.39|5.03094|18.4483|858.225|15.9198|0.301644|0.0948088|0.873097|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.401685, regret:858.225, randomc:0.909339
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1161 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KhTh
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 36900
- AI position:0
- AI card:Js|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09, randomc:0.673641
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1162 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Js5d,
- board:
- action_history: 0:r200,1:f
- total_win: 37000
- AI position:1
- AI card:5c|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.359377
- total pot:400
- python rec ai action: fold
- -------------- game: 1163 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3h5c
- board:
- action_history: 0:r300,1:f
- total_win: 36900
- AI position:0
- AI card:8s|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.654|1548.01|444.94|6.39756|0|0|0|0|
- after update actions regrets:0|140.654|1548.01|444.94|6.39756|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.724041, regret:1548.01, randomc:0.208487
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ts|9d|7s|
- mycard:0, range:0.723368
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:190.615|21.9569|1.25154|0.0885822|0.0391753|0.0486111|0|0|
- after update actions regrets:190.615|21.9569|1.25154|0.0885822|0.0391753|0.0486111|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.896226, regret:190.615, randomc:0.307902
- total pot:400
- python rec ai action: check
- community cards:Ts|9d|7s|9h|
- mycard:0, range:0.644323
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.443|0.506187|0|0.0510068|0|
- mycard range:0.644323
- update strategy
- iter:12000
- after update actions regrets:-5641.16|13232.9|12313.4|-23073.5|-2.43147e+06|
- after update actions average regrets:1245.26|6601.89|3037.19|0|0|
- AI take action:check, probability:0.114399, regret:-5641.16, randomc:0.0453907
- total pot:400
- python rec ai action: check
- community cards:Ts|9d|7s|9h|Tc|
- mycard:0, range:0.0737162
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0737162
- update strategy
- iter:12000
- after update actions regrets:214|-271541|-343921|-409182|-4.98323e+06|
- after update actions average regrets:10903|0|0|0|0|
- AI take action:check, probability:1, regret:214, randomc:0.592958
- total pot:400
- python rec ai action: check
- -------------- game: 1164 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: Qs8s, 4dQc
- board: Ts9d7s9hTc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 36900
- AI position:1
- AI card:8h|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions regrets:7.06615|1340.57|3.68705|10.4938|740.389|37.7976|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.627047, regret:1340.57, randomc:0.411657
- total pot:600
- python rec ai action: call
- community cards:As|Ah|Kh|
- mycard:1, range:0.626433
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:185.562|25.3646|2.84617|0.120284|0.0110268|0|0.0365844|0.0598028|
- after update actions regrets:185.562|25.3646|2.84617|0.120284|0.0110268|0|0.0365844|0.0598028|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.872642, regret:185.562, randomc:0.810544
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:As|Ah|Kh|Js|
- mycard:1, range:0.543186
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.105|0.878244|0|0.0167475|0|
- mycard range:0.543186
- update strategy
- iter:12000
- after update actions regrets:4462.12|18994|16202.1|-5185.86|-363579|
- after update actions average regrets:707.555|2680.31|3627.96|3413.64|0|
- AI take action:raise 600, probability:0.347847, regret:16202.1, randomc:0.465021
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:As|Ah|Kh|Js|Ad|
- mycard:1, range:0.188951
- before update actions:l|1|2|4|n|
- before update actions regrets:164.513|0.133154|48.8868|0.445813|0.0211806|
- mycard range:0.188951
- update strategy
- iter:12000
- after update actions regrets:4831.17|-167242|-114507|-286494|-344293|
- after update actions average regrets:10212|0|0|0|0|
- AI take action:check, probability:1, regret:4831.17, randomc:0.621721
- total pot:1800
- python rec ai action: check
- -------------- game: 1165 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: JhQd, 8h9h
- board: AsAhKhJsAd
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:c,0:c
- total_win: 36000
- AI position:0
- AI card:9s|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.183903, regret:393.318, randomc:0.816869
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1166 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4c9s,
- board:
- action_history: 0:r300,1:f
- total_win: 36100
- AI position:1
- AI card:7d|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.920056, regret:1968.1, randomc:0.739714
- total pot:400
- python rec ai action: fold
- -------------- game: 1167 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7d5h
- board:
- action_history: 0:r300,1:f
- total_win: 36000
- AI position:0
- AI card:Kd|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0710612, regret:152.115, randomc:0.0597129
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:54.0255|1888.82|33.1707|163.979|0|
- after update actions regrets:54.0255|1888.82|33.1707|163.979|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.883068, regret:1888.82, randomc:0.18899
- total pot:600
- python rec ai action: call
- community cards:8c|Qd|2d|
- mycard:0, range:0.0627389
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:149.558|60.6886|2.85631|0.684468|0.212472|0|0|0|
- after update actions regrets:149.558|60.6886|2.85631|0.684468|0.212472|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.706161, regret:149.558, randomc:0.680756
- total pot:600
- python rec ai action: check
- community cards:8c|Qd|2d|Qh|
- mycard:0, range:0.0438463
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.065|0.496051|0.438507|0|0|
- mycard range:0.0438463
- update strategy
- iter:12000
- after update actions regrets:7547.84|405.273|-3286.78|-7122.22|-1.11516e+06|
- after update actions average regrets:5957.65|1911.58|2603.3|118.486|0|
- AI take action:check, probability:0.562565, regret:7547.84, randomc:0.177386
- total pot:600
- python rec ai action: check
- community cards:8c|Qd|2d|Qh|Th|
- mycard:0, range:0.0246644
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.331|0.568585|0.1|0|0|
- mycard range:0.0246644
- update strategy
- iter:12000
- after update actions regrets:353.09|-18718.7|-32876.1|-43138.2|-405775|
- after update actions average regrets:10444|0|0|0|0|
- AI take action:check, probability:1, regret:353.09, randomc:0.391194
- total pot:600
- python rec ai action: check
- -------------- game: 1168 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 3hKd, AcKc
- board: 8cQd2dQhTh
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 35700
- AI position:1
- AI card:4s|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.977885
- total pot:400
- python rec ai action: fold
- -------------- game: 1169 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4s7d
- board:
- action_history: 0:r300,1:f
- total_win: 35600
- AI position:0
- AI card:6c|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.282975, regret:605.97, randomc:0.977885
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1170 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4d6c,
- board:
- action_history: 0:r300,1:f
- total_win: 35700
- AI position:1
- AI card:7s|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2085.33|0|0|0.352013|2.76108|50.6293|0.927819|0|
- after update actions regrets:2085.33|0|0|0.352013|2.76108|50.6293|0.927819|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.975667, regret:2085.33, randomc:0.11575
- total pot:200
- python rec ai action: check
- community cards:3d|9s|4c|
- mycard:1, range:0.974453
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.861|7.13916|0|0|0|0|0|0|
- after update actions regrets:206.861|7.13916|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.967136, regret:206.861, randomc:0.307059
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.923|0|0.0774087|0|0|
- after update actions regrets:213.923|0|0.0774087|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.923, randomc:0.148248
- total pot:400
- python rec ai action: fold
- -------------- game: 1171 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h7s
- board: 3d9s4c
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 35600
- AI position:0
- AI card:9s|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0982686, regret:210.281, randomc:0.928207
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1172 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9s3d,
- board:
- action_history: 0:r300,1:f
- total_win: 35700
- AI position:1
- AI card:9c|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.869443, regret:1858.18, randomc:0.717633
- total pot:600
- python rec ai action: call
- community cards:5c|Tc|3d|
- mycard:1, range:0.86831
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:164.125|34.993|14.0203|0.782344|0.0644054|0.0146979|0|0|
- after update actions regrets:164.125|34.993|14.0203|0.782344|0.0644054|0.0146979|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.773585, regret:164.125, randomc:0.321821
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|Tc|3d|Kc|
- mycard:1, range:0.665942
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:172.048|41.5815|0.325473|0.0449002|0|
- mycard range:0.665942
- update strategy
- iter:12000
- after update actions regrets:11434.3|-2392.14|-28653.4|-60712.7|-1.45973e+06|
- after update actions average regrets:8767.18|1309.87|10.3122|146.753|0|
- AI take action:check, probability:0.856822, regret:11434.3, randomc:0.313955
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|Tc|3d|Kc|8s|
- mycard:1, range:0.570487
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.570487
- update strategy
- iter:12000
- after update actions regrets:-29738.6|2369.39|6911.39|513.388|-87005.6|
- after update actions average regrets:22.8833|2065.16|7053.56|1237.36|0|
- AI take action:raise 600, probability:0.679676, regret:6911.39, randomc:0.778755
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1173 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9cQd
- board: 5cTc3dKc8s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:f
- total_win: 36000
- AI position:0
- AI card:4s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.585788, regret:1253.42, randomc:0.156073
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5h|5d|Td|
- mycard:0, range:0.585709
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:104.988|71.1593|24.5749|12.8987|0.379619|0|0|0|
- after update actions regrets:104.988|71.1593|24.5749|12.8987|0.379619|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.336493, regret:71.1593, randomc:0.54752
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1174 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4s4h,
- board: 5h5dTd
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 36200
- AI position:1
- AI card:9s|5h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1918.95|3.39162|192.455|4.07705|0.874676|20.2498|0|0|
- after update actions regrets:1918.95|3.39162|192.455|4.07705|0.874676|20.2498|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.89752, regret:1918.95, randomc:0.412505
- total pot:200
- python rec ai action: check
- community cards:Qh|6h|8s|
- mycard:1, range:0.896707
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:185.179|26.2426|2.29263|0.27432|0.0115639|0|0|0|
- after update actions regrets:185.179|26.2426|2.29263|0.27432|0.0115639|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.122066, regret:26.2426, randomc:0.924749
- total pot:300
- python rec ai action: raise 100
- opp action:raise 500
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:214|0|0|0|
- after update actions regrets:214|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:214, randomc:0.755329
- total pot:800
- python rec ai action: fold
- -------------- game: 1175 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: , 5h9s
- board: Qh6h8s
- action_history: 0:c,1:c/1:r100,0:r500,1:f
- total_win: 36000
- AI position:0
- AI card:Ks|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09, randomc:0.299518
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|5d|Qh|
- mycard:0, range:0.751911
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.036|6.31848|0.54261|0.103252|0|0|0|0|
- after update actions regrets:207.036|6.31848|0.54261|0.103252|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971831, regret:207.036, randomc:0.381318
- total pot:400
- python rec ai action: check
- community cards:8h|5d|Qh|4s|
- mycard:0, range:0.727441
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.882|0.118353|0|0|0|
- mycard range:0.727441
- update strategy
- iter:12000
- after update actions regrets:19535.4|6644.62|15673.5|-54936.5|-2.03931e+06|
- after update actions average regrets:5944.07|1243.19|3471.01|118.139|0|
- AI take action:check, probability:0.551596, regret:19535.4, randomc:0.00397269
- total pot:400
- python rec ai action: check
- community cards:8h|5d|Qh|4s|6c|
- mycard:0, range:0.401243
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|10.8216|192.177|11.0013|0|
- mycard range:0.401243
- update strategy
- iter:12000
- after update actions regrets:-554829|10020.1|-3173.51|4760.31|-817518|
- after update actions average regrets:0|6572.1|2580.99|1642.66|0|
- AI take action:raise 200, probability:0.608857, regret:10020.1, randomc:0.278469
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1176 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Ks7d, 5s4c
- board: 8h5dQh4s6c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 36400
- AI position:1
- AI card:3d|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.211481
- total pot:400
- python rec ai action: fold
- -------------- game: 1177 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3d6h
- board:
- action_history: 0:r300,1:f
- total_win: 36300
- AI position:0
- AI card:3s|8s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673059, regret:1439.25, randomc:0.42938
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|4c|2c|
- mycard:0, range:0.672548
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:23.0381|158.327|12.6669|17.8683|2.07916|0.0210444|0|0|
- after update actions regrets:23.0381|158.327|12.6669|17.8683|2.07916|0.0210444|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.745283, regret:158.327, randomc:0.54272
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1178 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8s3s,
- board: Qd4c2c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 36500
- AI position:1
- AI card:4d|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.855299
- total pot:400
- python rec ai action: fold
- -------------- game: 1179 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Th4d
- board:
- action_history: 0:r300,1:f
- total_win: 36400
- AI position:0
- AI card:4s|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54, randomc:0.101534
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|Ks|As|
- mycard:0, range:0.720814
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:137.18|71.4573|0.133968|5.22901|0|0|0|0|
- after update actions regrets:137.18|71.4573|0.133968|5.22901|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.333333, regret:71.4573, randomc:0.972754
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1180 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4sQh,
- board: 8hKsAs
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 36600
- AI position:1
- AI card:6h|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.697707, regret:1491.3, randomc:0.0980341
- total pot:600
- python rec ai action: call
- community cards:Ks|Qh|3d|
- mycard:1, range:0.696868
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:194.077|19.5483|0.272679|0.00241015|0.00931642|0.0198027|0.0378487|0.0324454|
- after update actions regrets:194.077|19.5483|0.272679|0.00241015|0.00931642|0.0198027|0.0378487|0.0324454|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.910798, regret:194.077, randomc:0.00480143
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|Qh|3d|Ah|
- mycard:1, range:0.631992
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:202.85|10.793|0.131827|0.224821|0|
- mycard range:0.631992
- update strategy
- iter:12000
- after update actions regrets:8484.87|20270.8|8290.16|-11571.8|-814085|
- after update actions average regrets:3761.54|4705.62|1734.3|221.897|0|
- AI take action:raise 300, probability:0.451492, regret:20270.8, randomc:0.740961
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Ks|Qh|3d|Ah|8d|
- mycard:1, range:0.285312
- before update actions:l|1|2|4|n|
- before update actions regrets:0.1|211.92|1.44433|0.53602|0|
- mycard range:0.285312
- update strategy
- iter:12000
- after update actions regrets:20200.8|13679.6|-27519.3|-3252.17|-108714|
- after update actions average regrets:6758.34|2387|413.656|655.883|0|
- AI take action:check, probability:0.661706, regret:20200.8, randomc:0.362842
- total pot:1200
- python rec ai action: check
- -------------- game: 1181 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: Kd4c, 6h7h
- board: KsQh3dAh8d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 36000
- AI position:0
- AI card:5s|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.675714, regret:1444.57, randomc:0.596311
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7h|6s|3d|
- mycard:0, range:0.675031
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:134.602|75.2834|2.13929|0.162159|1.80182|0.0108734|0|0|
- after update actions regrets:134.602|75.2834|2.13929|0.162159|1.80182|0.0108734|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.632075, regret:134.602, randomc:0.600157
- total pot:400
- python rec ai action: check
- community cards:7h|6s|3d|Ts|
- mycard:0, range:0.424583
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:5.10981|17.061|191.506|0.323122|0|
- mycard range:0.424583
- update strategy
- iter:12000
- after update actions regrets:-9389.04|8290.49|17536.7|-26155.5|-2.91351e+06|
- after update actions average regrets:0|1770.24|8954.86|104.002|0|
- AI take action:raise 400, probability:0.82693, regret:17536.7, randomc:0.184087
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:7h|6s|3d|Ts|9s|
- mycard:0, range:0.351099
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.351099
- update strategy
- iter:12000
- after update actions regrets:4107.42|-485559|-555359|-782692|-2.10128e+06|
- after update actions average regrets:10966|0|0|0|0|
- AI take action:check, probability:1, regret:4107.42, randomc:0.297559
- total pot:1200
- python rec ai action: check
- -------------- game: 1182 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Th5s, 6dJc
- board: 7h6s3dTs9s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 36600
- AI position:1
- AI card:As|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.781937, regret:1671.1, randomc:0.189697
- total pot:600
- python rec ai action: call
- community cards:5d|8d|8c|
- mycard:1, range:0.780886
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.622|0.729413|0.234302|0.22771|0|0.019677|0.0519713|0.114733|
- after update actions regrets:212.622|0.729413|0.234302|0.22771|0|0.019677|0.0519713|0.114733|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.622, randomc:0.0878404
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5d|8d|8c|2c|
- mycard:1, range:0.775858
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.794|0.840688|0.271355|0.0942395|0|
- mycard range:0.775858
- update strategy
- iter:12000
- after update actions regrets:12970.8|11620.8|-9332.72|-18859.9|-543841|
- after update actions average regrets:6995.86|2956.48|397.416|46.2864|0|
- AI take action:check, probability:0.672984, regret:12970.8, randomc:0.597058
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5d|8d|8c|2c|4h|
- mycard:1, range:0.522102
- before update actions:l|1|2|4|n|
- before update actions regrets:203.167|9.73928|1.09359|0|0|
- mycard range:0.522102
- update strategy
- iter:12000
- after update actions regrets:7615.96|-37966.5|-88629.1|-97652.2|-630853|
- after update actions average regrets:10197|0|0|0|0|
- AI take action:check, probability:1, regret:7615.96, randomc:0.744694
- total pot:600
- python rec ai action: check
- -------------- game: 1183 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: Kh9h, 9dAs
- board: 5d8d8c2c4h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 36900
- AI position:0
- AI card:Js|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.73165, regret:1565.06, randomc:0.225634
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1184 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: QdJs,
- board:
- action_history: 0:r200,1:f
- total_win: 37000
- AI position:1
- AI card:Jc|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.989705, regret:2115.62, randomc:0.793488
- total pot:200
- python rec ai action: check
- community cards:8h|8s|4s|
- mycard:1, range:0.988609
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:187.48|24.4713|1.59119|0.455605|0.00195866|0|0|0|
- after update actions regrets:187.48|24.4713|1.59119|0.455605|0.00195866|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.882075, regret:187.48, randomc:0.78029
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8h|8s|4s|Qd|
- mycard:1, range:0.866096
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.799|0.859483|0.189457|0.151935|0|
- mycard range:0.866096
- update strategy
- iter:12000
- after update actions regrets:716.2|-3003.74|-3606.41|-6699.45|-36957.6|
- after update actions average regrets:10408|0|0|0|0|
- AI take action:check, probability:1, regret:716.2, randomc:0.612903
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8h|8s|4s|Qd|Kc|
- mycard:1, range:0.866096
- before update actions:l|1|2|4|n|
- before update actions regrets:213.848|0.0516949|0|0.1|0|
- mycard range:0.866096
- update strategy
- iter:12000
- after update actions regrets:251.985|-6458.81|-5750.86|-7762.76|-16171.9|
- after update actions average regrets:10241|0|0|0|0|
- AI take action:check, probability:1, regret:251.985, randomc:0.781233
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:108.944|232.784|-2160.56|-2444.26|-3334.52|
- mycard range:0.866096
- update strategy
- iter:12000
- after update actions regrets:-394.375|272.465|-4180.87|-2899.58|-3464.84|
- after update actions average regrets:6570.95|13919.6|0.0483871|0|0|
- AI take action:fold, probability:0.32066, regret:-394.375, randomc:0.115463
- total pot:400
- python rec ai action: fold
- -------------- game: 1185 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2hJc
- board: 8h8s4sQdKc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 36900
- AI position:0
- AI card:Js|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.198409, regret:424.344, randomc:0.979905
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1186 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Js8c,
- board:
- action_history: 0:r300,1:f
- total_win: 37000
- AI position:1
- AI card:5s|3c
- -------------- game: 1187 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 5s3c
- board:
- action_history: 0:f
- total_win: 37050
- AI position:0
- AI card:6d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.67, randomc:0.244379
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2c|Js|Th|
- mycard:0, range:0.688165
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:176.31|19.0135|17.1197|1.54857|0.00806452|0|0|0|
- after update actions regrets:176.31|19.0135|17.1197|1.54857|0.00806452|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.826291, regret:176.31, randomc:0.326737
- total pot:400
- python rec ai action: check
- community cards:2c|Js|Th|Ks|
- mycard:0, range:0.566965
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:123.364|66.5298|24.0937|0.0127413|0|
- mycard range:0.566965
- update strategy
- iter:12000
- after update actions regrets:16266.6|5281.8|-6700.64|-61745.7|-2.58198e+06|
- after update actions average regrets:7547.36|974.379|2005.62|283.545|0|
- AI take action:check, probability:0.698214, regret:16266.6, randomc:0.659361
- total pot:400
- python rec ai action: check
- community cards:2c|Js|Th|Ks|5c|
- mycard:0, range:0.395813
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.112284|70.2843|142.858|0.745076|0|
- mycard range:0.395813
- update strategy
- iter:12000
- after update actions regrets:1287.27|3470.44|-37472|-45467.1|-1.51785e+06|
- after update actions average regrets:654.373|9926.62|8.73797|0|0|
- AI take action:raise 200, probability:0.937476, regret:3470.44, randomc:0.66224
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1188 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8d6d,
- board: 2cJsThKs5c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 37250
- AI position:1
- AI card:Ad|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.0636704, regret:136.566, randomc:0.0368241
- total pot:200
- python rec ai action: check
- community cards:7d|2s|8s|
- mycard:1, range:0.063816
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:182.298|31.3645|0.270016|0.037288|0.0299044|0|0|0|
- after update actions regrets:182.298|31.3645|0.270016|0.037288|0.0299044|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.85446, regret:182.298, randomc:0.58104
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7d|2s|8s|Ts|
- mycard:1, range:0.0543624
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.039|0.961238|0|0|0|
- mycard range:0.0543624
- update strategy
- iter:12000
- after update actions regrets:1947.15|-327.927|-5844.89|-8761.89|-286424|
- after update actions average regrets:9788.97|200.191|0|0|0|
- AI take action:check, probability:0.979976, regret:1947.15, randomc:0.184559
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7d|2s|8s|Ts|8h|
- mycard:1, range:0.0532729
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0532729
- update strategy
- iter:12000
- after update actions regrets:423.087|-5953.91|-7128.91|-6583.91|-23388.9|
- after update actions average regrets:10003|0|0|0|0|
- AI take action:check, probability:1, regret:423.087, randomc:0.367618
- total pot:200
- python rec ai action: check
- -------------- game: 1189 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: As3d, AdJh
- board: 7d2s8sTs8h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 37350
- AI position:0
- AI card:Jc|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0407113, regret:87.7811, randomc:0.00935609
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:9c|Tc|8s|
- mycard:0, range:0.0410192
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.695|41.6787|3.77392|0.625721|0.221183|0.00527934|0|0|
- after update actions regrets:167.695|41.6787|3.77392|0.625721|0.221183|0.00527934|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.791469, regret:167.695, randomc:0.762407
- total pot:200
- python rec ai action: check
- community cards:9c|Tc|8s|6c|
- mycard:0, range:0.0321436
- turn subgame infoset node:5964816
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.316|0.683611|0|0|0|
- mycard range:0.0321436
- update strategy
- iter:12000
- after update actions regrets:-33998.5|11099.8|3971.21|-3419.47|-10596.5|-414173|
- after update actions average regrets:26.5932|5623.11|3340.51|1620.66|144.749|0|
- AI take action:raise 800, probability:0.150656, regret:-3419.47, randomc:0.950758
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1190 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Jc8d,
- board: 9cTc8s6c
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:r800,1:f
- total_win: 37650
- AI position:1
- AI card:8s|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.899345, regret:1921.99, randomc:0.552996
- total pot:600
- python rec ai action: call
- community cards:4d|Qd|Qh|
- mycard:1, range:0.898124
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:189.759|23.9723|0.194578|0.0295979|0.0430898|0.00113878|0|0|
- after update actions regrets:189.759|23.9723|0.194578|0.0295979|0.0430898|0.00113878|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.891509, regret:189.759, randomc:0.579747
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:209.833|0.850051|3.17787|0.0135447|0.125351|
- after update actions regrets:209.833|0.850051|3.17787|0.0135447|0.125351|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.985849, regret:209.833, randomc:0.568528
- total pot:1200
- python rec ai action: fold
- -------------- game: 1191 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 8sTd
- board: 4dQdQh
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 37350
- AI position:0
- AI card:Js|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.128097, regret:274.073, randomc:0.0826788
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1890.9|237.91|6.59776|4.58909|0|
- after update actions regrets:1890.9|237.91|6.59776|4.58909|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.884417, regret:1890.9, randomc:0.332045
- total pot:400
- python rec ai action: fold
- -------------- game: 1192 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: Js3d,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 37250
- AI position:1
- AI card:Qs|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.890501, regret:1903.05, randomc:0.749691
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1193 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AhQs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 37550
- AI position:0
- AI card:Js|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0369504, regret:79.2228, randomc:0.00979173
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Td|2h|Qh|
- mycard:0, range:0.03702
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2.35647|134.52|76.6336|0.183921|0.305771|0|0|0|
- after update actions regrets:2.35647|134.52|76.6336|0.183921|0.305771|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.632075, regret:134.52, randomc:0.101472
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Td|2h|Qh|Qc|
- mycard:0, range:0.0232708
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:115.845|60.3057|36.4757|1.37408|0|
- mycard range:0.0232708
- update strategy
- iter:12000
- after update actions regrets:9868.16|16033.6|481.786|3375.68|-927963|
- after update actions average regrets:1367.59|7879.14|1245.14|381.208|0|
- AI take action:raise 200, probability:0.724706, regret:16033.6, randomc:0.607888
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Td|2h|Qh|Qc|Kh|
- mycard:0, range:0.0168631
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.47|0|0.429802|0.1|0|
- mycard range:0.0168631
- update strategy
- iter:12000
- after update actions regrets:7201.78|1996.31|11850.7|-11164.6|-294558|
- after update actions average regrets:6754.77|128.911|3980.5|0|0|
- AI take action:check, probability:0.621801, regret:7201.78, randomc:0.21015
- total pot:800
- python rec ai action: check
- -------------- game: 1194 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 7dJs, 2cJd
- board: Td2hQhQcKh
- action_history: 0:c,1:c/1:c,0:r100,1:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 37150
- AI position:1
- AI card:9s|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.174239
- total pot:400
- python rec ai action: fold
- -------------- game: 1195 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5d9s
- board:
- action_history: 0:r300,1:f
- total_win: 37050
- AI position:0
- AI card:9c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.245204, regret:524.661, randomc:0.174239
- total pot:150
- python rec ai action: fold
- -------------- game: 1196 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 9c4h,
- board:
- action_history: 0:f
- total_win: 37000
- AI position:1
- AI card:As|Qc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:12.8107|12.4632|928.292|518.185|254.12|405.535|6.70633|1.8881|
- after update actions regrets:12.8107|12.4632|928.292|518.185|254.12|405.535|6.70633|1.8881|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.434457, regret:928.292, randomc:0.174239
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ks|7h|2h|
- mycard:1, range:0.433781
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.184|40.9765|1.29196|0.0851834|0.462491|0|0|0|
- after update actions regrets:171.184|40.9765|1.29196|0.0851834|0.462491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.806604, regret:171.184, randomc:0.775812
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|7h|2h|7c|
- mycard:1, range:0.346992
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:209.752|4.08845|0.159006|0.000346543|0|
- mycard range:0.346992
- update strategy
- iter:12000
- after update actions regrets:1332.26|1190.6|-4078.33|-25131.5|-274668|
- after update actions average regrets:6138.66|4490.87|0|0|0|
- AI take action:raise 300, probability:0.422469, regret:1190.6, randomc:0.961484
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1197 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AsQc
- board: Ks7h2h7c
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r300,0:f
- total_win: 37300
- AI position:0
- AI card:3d|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0664172, regret:142.534, randomc:0.0165387
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0|1912.97|104.296|122.735|0|
- after update actions regrets:0|1912.97|104.296|122.735|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.894294, regret:1912.97, randomc:0.0615525
- total pot:600
- python rec ai action: call
- community cards:Kd|Js|9c|
- mycard:0, range:0.0595388
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:213.616|0.247229|0.0363474|0.1002|0|0|0|0|
- after update actions regrets:213.616|0.247229|0.0363474|0.1002|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.616, randomc:0.894507
- total pot:1200
- python rec ai action: fold
- -------------- game: 1198 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 3h3d,
- board: KdJs9c
- action_history: 0:c,1:r300,0:c/1:r600,0:f
- total_win: 37000
- AI position:1
- AI card:Js|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions regrets:2139.84|0.157101|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.84, randomc:0.687916
- total pot:400
- python rec ai action: fold
- -------------- game: 1199 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Js5c
- board:
- action_history: 0:r300,1:f
- total_win: 36900
- AI position:0
- AI card:2s|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.274556, regret:587.779, randomc:0.945334
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1200 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 2sQs,
- board:
- action_history: 0:r300,1:f
- total_win: 37000
- AI position:1
- AI card:7c|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.749945
- total pot:400
- python rec ai action: fold
- -------------- game: 1201 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4d7c
- board:
- action_history: 0:r300,1:f
- total_win: 36900
- AI position:0
- AI card:9s|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.0131025, regret:28.7469, randomc:0.896019
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kd|8s|Qd|
- mycard:0, range:0.0134331
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.658|1.5748|0.253245|7.63068|1.88321|0|0|0|
- after update actions regrets:202.658|1.5748|0.253245|7.63068|1.88321|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.957346, regret:202.658, randomc:0.0344767
- total pot:400
- python rec ai action: check
- community cards:Kd|8s|Qd|Kc|
- mycard:0, range:0.0127212
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.909098|211.275|1.56658|0.249449|0|
- mycard range:0.0127212
- update strategy
- iter:12000
- after update actions regrets:-5396.42|22307.9|6134.23|-72143.1|-4.23307e+06|
- after update actions average regrets:3396.01|5526.82|1905.95|52.0706|0|
- AI take action:raise 200, probability:0.507951, regret:22307.9, randomc:0.3316
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Kd|8s|Qd|Kc|6h|
- mycard:0, range:0.0064616
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:74.2922|8.12932|88.8231|42.7554|0|
- mycard range:0.0064616
- update strategy
- iter:12000
- after update actions regrets:-22606.6|-58137.8|-5628.06|30217.9|-613507|
- after update actions average regrets:1237.12|19.6961|1415.34|8200.52|0|
- AI take action:raise 1600, probability:0.7543, regret:30217.9, randomc:0.747813
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 1202 -----------------
- win_money: -2000
- players: Bot, OpenStackTwo
- hand: 3d9s, 4dKs
- board: Kd8sQdKc6h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r1600,1:c
- total_win: 34900
- AI position:1
- AI card:5s|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.492253
- total pot:400
- python rec ai action: fold
- -------------- game: 1203 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5s2d
- board:
- action_history: 0:r300,1:f
- total_win: 34800
- AI position:0
- AI card:5c|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.675714, regret:1444.57, randomc:0.529288
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1204 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Th5c,
- board:
- action_history: 0:r200,1:f
- total_win: 34900
- AI position:1
- AI card:Ac|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.866635, regret:1852.02, randomc:0.488095
- total pot:600
- python rec ai action: call
- community cards:4h|2c|9s|
- mycard:1, range:0.865432
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:155.62|48.363|9.78036|0.141857|0.0378911|0.057024|0|0|
- after update actions regrets:155.62|48.363|9.78036|0.141857|0.0378911|0.057024|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.226415, regret:48.363, randomc:0.793453
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:212.572|0.926405|0.378713|0.122539|
- after update actions regrets:212.572|0.926405|0.378713|0.122539|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:212.572, randomc:0.242671
- total pot:2400
- python rec ai action: fold
- -------------- game: 1205 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , 6dAc
- board: 4h2c9s
- action_history: 0:r300,1:c/1:r300,0:r1500,1:f
- total_win: 34300
- AI position:0
- AI card:3c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17, randomc:0.0451594
- total pot:150
- python rec ai action: fold
- -------------- game: 1206 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3c7h,
- board:
- action_history: 0:f
- total_win: 34250
- AI position:1
- AI card:5h|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3608|1327.96|2.02409|9.49075|747.93|42.2355|0|0|0|
- after update actions regrets:10.3608|1327.96|2.02409|9.49075|747.93|42.2355|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.620964, regret:1327.96, randomc:0.0451594
- total pot:600
- python rec ai action: call
- community cards:Ts|Qd|8h|
- mycard:1, range:0.620541
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:193.221|20.1283|0.560096|0.051207|0.0141696|0.0209812|0.00384564|0|
- after update actions regrets:193.221|20.1283|0.560096|0.051207|0.0141696|0.0209812|0.00384564|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.906103, regret:193.221, randomc:0.156649
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ts|Qd|8h|Ah|
- mycard:1, range:0.560289
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:131.92|81.1672|0.749226|0.163629|0|
- mycard range:0.560289
- update strategy
- iter:12000
- after update actions regrets:-5294.05|16470.2|26916.8|707.195|-533179|
- after update actions average regrets:1726.9|3053.69|3947.42|1678.44|0|
- AI take action:raise 600, probability:0.379373, regret:26916.8, randomc:0.779696
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Ts|Qd|8h|Ah|4c|
- mycard:1, range:0.212531
- before update actions:l|1|2|4|n|
- before update actions regrets:9.98378|37.2342|141.895|24.8872|0|
- mycard range:0.212531
- update strategy
- iter:12000
- after update actions regrets:6557.5|-132708|-106009|-136066|-354180|
- after update actions average regrets:10135.7|0.299838|0|0|0|
- AI take action:check, probability:1, regret:6557.5, randomc:0.0615039
- total pot:1800
- python rec ai action: check
- -------------- game: 1207 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: JhQc, 5h6h
- board: TsQd8hAh4c
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:c,0:c
- total_win: 33350
- AI position:0
- AI card:5s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.159027, regret:340.43, randomc:0.971587
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Qh|4h|7s|
- mycard:0, range:0.159079
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:182.527|29.9295|1.11774|0.0331136|0.161502|0.0126592|0.0134554|0.204557|
- after update actions regrets:182.527|29.9295|1.11774|0.0331136|0.161502|0.0126592|0.0134554|0.204557|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.136792, regret:29.9295, randomc:0.864196
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Qh|4h|7s|4d|
- mycard:0, range:0.0222484
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.359135|116.747|96.572|0.234617|0.0874528|
- mycard range:0.0222484
- update strategy
- iter:12000
- after update actions regrets:9773.06|-29629.5|-49352.7|-190354|-3.71415e+06|
- after update actions average regrets:10873.2|91.1252|1.58551|0|0|
- AI take action:check, probability:0.99161, regret:9773.06, randomc:0.851493
- total pot:1200
- python rec ai action: check
- community cards:Qh|4h|7s|4d|Kd|
- mycard:0, range:0.0220603
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.32119|213.056|0.622846|0|0|
- mycard range:0.0220603
- update strategy
- iter:12000
- after update actions regrets:22343.6|134.31|28799.9|-138868|-3.75013e+06|
- after update actions average regrets:1145.52|3748.65|6020.7|0|0|
- AI take action:raise 1200, probability:0.551636, regret:28799.9, randomc:0.900663
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 1208 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 5sQd,
- board: Qh4h7s4dKd
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 33950
- AI position:1
- AI card:As|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.889565, regret:1901.23, randomc:0.763695
- total pot:600
- python rec ai action: call
- community cards:2h|Ah|4d|
- mycard:1, range:0.888424
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:197.202|16.1214|0.278652|0.183536|0.0513388|0.0463536|0.0797685|0.0370267|
- after update actions regrets:197.202|16.1214|0.278652|0.183536|0.0513388|0.0463536|0.0797685|0.0370267|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924883, regret:197.202, randomc:0.036014
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2h|Ah|4d|Tc|
- mycard:1, range:0.818686
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:89.6564|55.9184|67.9807|0.444492|0|
- mycard range:0.818686
- update strategy
- iter:12000
- after update actions regrets:21873.2|4763.65|-10043.1|-25893.6|-760404|
- after update actions average regrets:6780.22|2770.53|908.323|0.245561|0|
- AI take action:raise 600, probability:0.0868235, regret:-10043.1, randomc:0.957776
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:2h|Ah|4d|Tc|3s|
- mycard:1, range:0.0710975
- before update actions:l|1|2|4|n|
- before update actions regrets:13.0806|129.921|63.0321|7.96679|0|
- mycard range:0.0710975
- update strategy
- iter:12000
- after update actions regrets:-296.879|149.961|28757.1|-10546|-840044|
- after update actions average regrets:2841.81|1170.58|5952.62|369.617|0|
- AI take action:raise 1800, probability:0.576074, regret:28757.1, randomc:0.596057
- total pot:3600
- python rec ai action: raise 1800
- -------------- game: 1209 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 5dAs
- board: 2hAh4dTc3s
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:r1800,0:f
- total_win: 34850
- AI position:0
- AI card:6s|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.740879, regret:1584.4, randomc:0.175865
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1210 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ad6s,
- board:
- action_history: 0:r200,1:f
- total_win: 34950
- AI position:1
- AI card:2s|Jh
- -------------- game: 1211 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Jh2s
- board:
- action_history: 0:f
- total_win: 35000
- AI position:0
- AI card:Ts|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.739354, regret:1580.8, randomc:0.255515
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|2d|6h|
- mycard:0, range:0.73869
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.584|0.241062|0.175312|0|0|0|0|0|
- after update actions regrets:213.584|0.241062|0.175312|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.584, randomc:0.957727
- total pot:400
- python rec ai action: check
- community cards:Jh|2d|6h|Jd|
- mycard:0, range:0.737253
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.736|0.0654271|0.19845|0|0|
- mycard range:0.737253
- update strategy
- iter:12000
- after update actions regrets:8245.65|-48863|-75281.9|-107989|-5.07091e+06|
- after update actions average regrets:10810.4|14.5575|60.7904|0|0|
- AI take action:check, probability:0.993201, regret:8245.65, randomc:0.931593
- total pot:400
- python rec ai action: check
- community cards:Jh|2d|6h|Jd|9d|
- mycard:0, range:0.73215
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.73215
- update strategy
- iter:12000
- after update actions regrets:215.084|-65449.9|-76403.9|-115133|-1.22034e+06|
- after update actions average regrets:10807|0|0|0|0|
- AI take action:check, probability:1, regret:215.084, randomc:0.194646
- total pot:400
- python rec ai action: check
- -------------- game: 1212 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: TsQd, 2hKs
- board: Jh2d6hJd9d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 34800
- AI position:1
- AI card:6s|Tc
- -------------- game: 1213 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Tc6s
- board:
- action_history: 0:f
- total_win: 34850
- AI position:0
- AI card:6d|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.239749
- total pot:150
- python rec ai action: fold
- -------------- game: 1214 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 6d2h,
- board:
- action_history: 0:f
- total_win: 34800
- AI position:1
- AI card:2c|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2068.89|71.0613|0|0.0465636|0|0|0|0|0|
- after update actions regrets:2068.89|71.0613|0|0.0465636|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966807, regret:2068.89, randomc:0.239749
- total pot:400
- python rec ai action: fold
- -------------- game: 1215 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c6c
- board:
- action_history: 0:r300,1:f
- total_win: 34700
- AI position:0
- AI card:Ks|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.207671, regret:444.414, randomc:0.981153
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1216 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ks7c,
- board:
- action_history: 0:r300,1:f
- total_win: 34800
- AI position:1
- AI card:4c|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0253455
- total pot:400
- python rec ai action: fold
- -------------- game: 1217 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7h4c
- board:
- action_history: 0:r300,1:f
- total_win: 34700
- AI position:0
- AI card:3s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96, randomc:0.387882
- total pot:150
- python rec ai action: fold
- -------------- game: 1218 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3s2d,
- board:
- action_history: 0:f
- total_win: 34650
- AI position:1
- AI card:9c|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.858212, regret:1834.11, randomc:0.649842
- total pot:600
- python rec ai action: call
- community cards:7d|5h|2d|
- mycard:1, range:0.857062
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:197.314|12.1531|3.28235|1.19554|0.030707|0|0.0239778|0|
- after update actions regrets:197.314|12.1531|3.28235|1.19554|0.030707|0|0.0239778|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924883, regret:197.314, randomc:0.220054
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|5h|2d|4d|
- mycard:1, range:0.790236
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:86.7843|70.9551|51.6984|4.56213|0|
- mycard range:0.790236
- update strategy
- iter:12000
- after update actions regrets:10705.2|8023.36|6978.1|-4293.04|-1.33857e+06|
- after update actions average regrets:5769.54|2217.49|2032.45|274.609|0|
- AI take action:check, probability:0.560532, regret:10705.2, randomc:0.137942
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|5h|2d|4d|Ad|
- mycard:1, range:0.442905
- before update actions:l|1|2|4|n|
- before update actions regrets:17.0639|187.252|0.528559|9.15539|0|
- mycard range:0.442905
- update strategy
- iter:12000
- after update actions regrets:10830.4|3531.58|-312.147|-17231.5|-1.0584e+06|
- after update actions average regrets:6368.2|2604.17|1241.48|107.411|0|
- AI take action:raise 300, probability:0.252326, regret:3531.58, randomc:0.845342
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1219 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9cJd
- board: 7d5h2d4dAd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 34950
- AI position:0
- AI card:8h|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599626, regret:1282.05, randomc:0.407461
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1220 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8hAh,
- board:
- action_history: 0:r200,1:f
- total_win: 35050
- AI position:1
- AI card:8s|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.5021|1949.67|0.52185|2.80895|143.295|8.20571|0|0|0|
- after update actions regrets:35.5021|1949.67|0.52185|2.80895|143.295|8.20571|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.912026, regret:1949.67, randomc:0.553275
- total pot:600
- python rec ai action: call
- community cards:7c|2h|9s|
- mycard:1, range:0.911059
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:175.941|34.5658|2.28099|1.06368|0.110175|0.0178787|0|0.0202886|
- after update actions regrets:175.941|34.5658|2.28099|1.06368|0.110175|0.0178787|0|0.0202886|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.825472, regret:175.941, randomc:0.412293
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7c|2h|9s|7s|
- mycard:1, range:0.749032
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:143.625|32.4976|37.7874|0.0904785|0|
- mycard range:0.749032
- update strategy
- iter:12000
- after update actions regrets:8892.72|12985.9|7077.16|8957.26|-1.70087e+06|
- after update actions average regrets:1705.48|3998.31|2839.82|1903.39|0|
- AI take action:raise 300, probability:0.382767, regret:12985.9, randomc:0.239645
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:7c|2h|9s|7s|4h|
- mycard:1, range:0.286672
- before update actions:l|1|2|4|n|
- before update actions regrets:195.155|6.1165|1.02516|11.7034|0|
- mycard range:0.286672
- update strategy
- iter:12000
- after update actions regrets:7291.38|-17359.7|-28341.8|-67029.1|-450101|
- after update actions average regrets:10131.8|190.522|99.4091|0|0|
- AI take action:check, probability:0.972265, regret:7291.38, randomc:0.237465
- total pot:1200
- python rec ai action: check
- -------------- game: 1221 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: 2c3c, Jh8s
- board: 7c2h9s7s4h
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 34450
- AI position:0
- AI card:2s|3s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|138.877|1301.51|683.196|15.7961|0.624003|0|0|0|
- after update actions regrets:0|138.877|1301.51|683.196|15.7961|0.624003|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.319607, regret:683.196, randomc:0.867532
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1222 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 2s3s,
- board:
- action_history: 0:r300,1:f
- total_win: 34550
- AI position:1
- AI card:5s|8s
- -------------- game: 1223 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8s5s
- board:
- action_history: 0:f
- total_win: 34600
- AI position:0
- AI card:5c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.7927, regret:1694.93, randomc:0.453407
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jc|2d|7s|
- mycard:0, range:0.792023
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:8.20609|158.267|46.8836|0.303922|0.186878|0.152275|0|0|
- after update actions regrets:8.20609|158.267|46.8836|0.303922|0.186878|0.152275|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.745283, regret:158.267, randomc:0.285804
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1224 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5cKh,
- board: Jc2d7s
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 34800
- AI position:1
- AI card:Ks|Jc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:725.466|14.5955|811.771|341.278|140.071|106.819|0|0|
- after update actions regrets:725.466|14.5955|811.771|341.278|140.071|106.819|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.339261, regret:725.466, randomc:0.151515
- total pot:200
- python rec ai action: check
- community cards:Th|Qh|9s|
- mycard:1, range:0.339003
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:163.412|37.6989|8.83432|2.73085|0.895253|0.270791|0.13991|0.0179341|
- after update actions regrets:163.412|37.6989|8.83432|2.73085|0.895253|0.270791|0.13991|0.0179341|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.77619, regret:163.412, randomc:0.474283
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0|0|128.398|85.1269|0.475201|
- after update actions regrets:0|0|128.398|85.1269|0.475201|
- after update actions average regrets:0|0|0|0|0|
- AI take action:raise 800, probability:0.399061, regret:85.1269, randomc:0.668871
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1225 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , JcKs
- board: ThQh9s
- action_history: 0:c,1:c/1:c,0:r200,1:r800,0:f
- total_win: 35100
- AI position:0
- AI card:Kc|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09, randomc:0.358604
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7d|2h|Td|
- mycard:0, range:0.751911
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:176.65|34.8841|2.39145|0.0698876|0.00467391|0|0|0|
- after update actions regrets:176.65|34.8841|2.39145|0.0698876|0.00467391|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.830189, regret:176.65, randomc:0.654015
- total pot:400
- python rec ai action: check
- community cards:7d|2h|Td|8h|
- mycard:0, range:0.620678
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:2.43601|211.446|0.036265|0.0814314|0|
- mycard range:0.620678
- update strategy
- iter:12000
- after update actions regrets:11508.8|7326.78|-62006.6|-182741|-3.0452e+06|
- after update actions average regrets:4517.61|6291.81|0|0|0|
- AI take action:check, probability:0.417931, regret:11508.8, randomc:0.0132611
- total pot:400
- python rec ai action: check
- community cards:7d|2h|Td|8h|9c|
- mycard:0, range:0.259401
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.259401
- update strategy
- iter:12000
- after update actions regrets:1644.31|-181365|-178768|-231542|-1.03145e+06|
- after update actions average regrets:10710|0|0|0|0|
- AI take action:check, probability:1, regret:1644.31, randomc:0.393857
- total pot:400
- python rec ai action: check
- -------------- game: 1226 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7hKc, 5h7s
- board: 7d2hTd8h9c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 35300
- AI position:1
- AI card:Qd|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.714888, regret:1527.98, randomc:0.699655
- total pot:600
- python rec ai action: call
- community cards:8d|3s|7d|
- mycard:1, range:0.71401
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.069|13.5613|16.3712|0.869772|0.0371783|0.0246063|0.0282636|0.0384344|
- after update actions regrets:183.069|13.5613|16.3712|0.869772|0.0371783|0.0246063|0.0282636|0.0384344|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.0754717, regret:16.3712, randomc:0.961834
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1227 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , JhQd
- board: 8d3s7d
- action_history: 0:r300,1:c/1:r600,0:f
- total_win: 35600
- AI position:0
- AI card:5s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.818437, regret:1749.72, randomc:0.493927
- total pot:150
- python rec ai action: fold
- -------------- game: 1228 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d5s,
- board:
- action_history: 0:f
- total_win: 35550
- AI position:1
- AI card:Js|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.714888, regret:1527.98, randomc:0.493927
- total pot:600
- python rec ai action: call
- community cards:4h|9d|2d|
- mycard:1, range:0.71401
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:155.199|43.0612|14.8613|0.733787|0.107064|0.0125|0.0125|0.0125|
- after update actions regrets:155.199|43.0612|14.8613|0.733787|0.107064|0.0125|0.0125|0.0125|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.0660377, regret:14.8613, randomc:0.956001
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1229 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , JsQd
- board: 4h9d2d
- action_history: 0:r300,1:c/1:r600,0:f
- total_win: 35850
- AI position:0
- AI card:4s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions regrets:0|152.07|1253.42|727.009|7.5034|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.585788, regret:1253.42, randomc:0.35939
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|2139.27|0.730813|0|
- after update actions regrets:0|2139.27|0.730813|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:1, regret:2139.27, randomc:0.226272
- total pot:1200
- python rec ai action: call
- community cards:3s|3h|9d|
- mycard:0, range:0.585509
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:213.909|0.0109271|0.0382643|0|0|0|0.0413891|
- after update actions regrets:213.909|0.0109271|0.0382643|0|0|0|0.0413891|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.909, randomc:0.267467
- total pot:1200
- python rec ai action: check
- community cards:3s|3h|9d|Jd|
- mycard:0, range:0.585261
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:11.9752|199.108|0|2.86795|0.02823|0.02059|
- mycard range:0.585261
- update strategy
- iter:12000
- after update actions regrets:59.2982|266.431|-719.677|-1042.81|-2146.65|-11013.7|
- after update actions average regrets:2133.87|8847.93|0|0|0|0|
- AI take action:call, probability:0.805738, regret:266.431, randomc:0.517583
- total pot:3600
- python rec ai action: call
- community cards:3s|3h|9d|Jd|8h|
- mycard:0, range:0.471539
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.471539
- update strategy
- iter:12000
- after update actions regrets:214|-1062|-1653|-1469|-2576|
- after update actions average regrets:10951|0|0|0|0|
- AI take action:check, probability:1, regret:214, randomc:0.238631
- total pot:3600
- python rec ai action: check
- -------------- game: 1230 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: 4s4h, 8dTd
- board: 3s3h9dJd8h
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:c/1:c,0:c
- total_win: 34050
- AI position:1
- AI card:5c|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.52714|1743.59|4.61315|10.5869|373.119|0.867418|0|0.0750034|0.621033|
- after update actions regrets:6.52714|1743.59|4.61315|10.5869|373.119|0.867418|0|0.0750034|0.621033|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.816011, regret:1743.59, randomc:0.642576
- total pot:600
- python rec ai action: call
- community cards:Ks|9d|Js|
- mycard:1, range:0.814762
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:128.98|68.1832|13.8988|2.68108|0.247292|0.00931349|0|0|
- after update actions regrets:128.98|68.1832|13.8988|2.68108|0.247292|0.00931349|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.606635, regret:128.98, randomc:0.0804118
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|9d|Js|7h|
- mycard:1, range:0.491066
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.312|0.299009|0.267837|1.12109|0|
- mycard range:0.491066
- update strategy
- iter:12000
- after update actions regrets:15051.8|-102982|-76658.2|-97017.4|-1.02867e+06|
- after update actions average regrets:10124.2|3.47555|10.0449|246.728|0|
- AI take action:check, probability:0.975055, regret:15051.8, randomc:0.149032
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3406.86|-23624.5|-60904.5|-76736.8|-189067|
- mycard range:0.491066
- update strategy
- iter:12000
- after update actions regrets:3406.86|-37662.5|-88465.5|-113557|-274253|
- after update actions average regrets:21272|81.0331|0|0|0|
- AI take action:fold, probability:0.996206, regret:3406.86, randomc:0.399271
- total pot:1200
- python rec ai action: fold
- -------------- game: 1231 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 5c5h
- board: Ks9dJs7h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 33750
- AI position:0
- AI card:7c|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|146.796|1461.45|522.461|8.82982|0.466691|0|0|0|
- after update actions regrets:0|146.796|1461.45|522.461|8.82982|0.466691|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.244268, regret:522.461, randomc:0.92253
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1232 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9c7c,
- board:
- action_history: 0:r300,1:f
- total_win: 33850
- AI position:1
- AI card:5c|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.52, randomc:0.44553
- total pot:400
- python rec ai action: fold
- -------------- game: 1233 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c8h
- board:
- action_history: 0:r300,1:f
- total_win: 33750
- AI position:0
- AI card:Js|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.741815, regret:1586.79, randomc:0.356696
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|2h|2c|
- mycard:0, range:0.74149
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:37.3566|76.7017|55.9831|40.7687|3.19001|0|0|0|
- after update actions regrets:37.3566|76.7017|55.9831|40.7687|3.19001|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.260664, regret:55.9831, randomc:0.709308
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:8h|2h|2c|8d|
- mycard:0, range:0.193976
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:188.7|24.6368|0.541184|0.121721|0|
- mycard range:0.193976
- update strategy
- iter:12000
- after update actions regrets:3899.21|-18991.9|-25183|-30510.4|-1.53045e+06|
- after update actions average regrets:10877|0|0|0|0|
- AI take action:check, probability:1, regret:3899.21, randomc:0.145503
- total pot:1200
- python rec ai action: check
- community cards:8h|2h|2c|8d|Th|
- mycard:0, range:0.193976
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:212.772|0.196013|1.03174|0|0|
- mycard range:0.193976
- update strategy
- iter:12000
- after update actions regrets:213.016|-11806.6|-16285.7|-30690.8|-476606|
- after update actions average regrets:10813|0|0|0|0|
- AI take action:check, probability:1, regret:213.016, randomc:0.611847
- total pot:1200
- python rec ai action: check
- -------------- game: 1234 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Js7d, 6cAc
- board: 8h2h2c8dTh
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:c,0:c
- total_win: 33150
- AI position:1
- AI card:3c|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2134.57|0.934932|2.12649|0.123077|0|1.64703|0.59568|0|
- after update actions regrets:2134.57|0.934932|2.12649|0.123077|0|1.64703|0.59568|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.998596, regret:2134.57, randomc:0.123511
- total pot:200
- python rec ai action: check
- community cards:2s|3d|9h|
- mycard:1, range:0.997464
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.824|4.69818|0.250056|0.179522|0.0416578|0.00658102|0|0|
- after update actions regrets:208.824|4.69818|0.250056|0.179522|0.0416578|0.00658102|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.824, randomc:0.474343
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2s|3d|9h|Qd|
- mycard:1, range:0.973338
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:164.749|47.1208|2.13051|0|0|
- mycard range:0.973338
- update strategy
- iter:12000
- after update actions regrets:1644.32|26.692|-473.298|-9440.43|-212211|
- after update actions average regrets:8272.81|1449.4|424.272|0|0|
- AI take action:check, probability:0.815377, regret:1644.32, randomc:0.34849
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:-49.4977|1119.6|-428.461|-817.449|-33866|
- mycard range:0.973338
- update strategy
- iter:12000
- after update actions regrets:-790.123|1170.98|-768.086|-2929.07|-39370.6|
- after update actions average regrets:2364.6|18492|71.5013|127.197|0|
- AI take action:fold, probability:0.112288, regret:-790.123, randomc:0.100349
- total pot:400
- python rec ai action: fold
- -------------- game: 1235 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3cJd
- board: 2s3d9hQd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 33050
- AI position:0
- AI card:8d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.654|1548.01|444.94|6.39756|0|0|0|0|
- after update actions regrets:0|140.654|1548.01|444.94|6.39756|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.724041, regret:1548.01, randomc:0.765694
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kh|3d|2s|
- mycard:0, range:0.723368
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:111.289|102.359|0.342303|0.00965909|0|0|0|0|
- after update actions regrets:111.289|102.359|0.342303|0.00965909|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.478873, regret:102.359, randomc:0.563225
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Kh|3d|2s|4s|
- mycard:0, range:0.345997
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:30.7466|0.979198|181.891|0.383577|0|
- mycard range:0.345997
- update strategy
- iter:12000
- after update actions regrets:6566|-79082.8|-65928.6|-186453|-1.76235e+06|
- after update actions average regrets:10549.5|9.30769|46.1112|0|0|
- AI take action:check, probability:0.994813, regret:6566, randomc:0.389896
- total pot:800
- python rec ai action: check
- community cards:Kh|3d|2s|4s|4h|
- mycard:0, range:0.344189
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.956|0.0444444|0|0|0|0|
- mycard range:0.344189
- update strategy
- iter:12000
- after update actions regrets:699.828|-26930.1|-31633.1|-64698.1|-98284.1|-403928|
- after update actions average regrets:10727|0|0|0|0|0|
- AI take action:fold, probability:1, regret:699.828, randomc:0.172897
- total pot:1600
- python rec ai action: fold
- -------------- game: 1236 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 8dQd,
- board: Kh3d2s4s4h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:f
- total_win: 32650
- AI position:1
- AI card:Ks|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.558672, regret:1195.69, randomc:0.0171778
- total pot:400
- python rec ai action: fold
- -------------- game: 1237 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ks4h
- board:
- action_history: 0:r300,1:f
- total_win: 32550
- AI position:0
- AI card:3d|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0664172, regret:142.534, randomc:0.0171778
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0|1912.97|104.296|122.735|0|
- after update actions regrets:0|1912.97|104.296|122.735|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.894294, regret:1912.97, randomc:0.33257
- total pot:600
- python rec ai action: call
- community cards:Qd|As|Ks|
- mycard:0, range:0.0595388
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.854|4.90793|0.0674636|0.0307963|0.140156|0|0|0|
- after update actions regrets:208.854|4.90793|0.0674636|0.0307963|0.140156|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.854, randomc:0.238365
- total pot:600
- python rec ai action: check
- community cards:Qd|As|Ks|Td|
- mycard:0, range:0.0581069
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:211.145|0.930482|1.81457|0.11033|0|
- mycard range:0.0581069
- update strategy
- iter:12000
- after update actions regrets:3784.68|-20396.5|-38656.7|-79362.4|-1.21968e+06|
- after update actions average regrets:10858.3|3.66544|0|0|0|
- AI take action:check, probability:0.999724, regret:3784.68, randomc:0.573522
- total pot:600
- python rec ai action: check
- community cards:Qd|As|Ks|Td|8h|
- mycard:0, range:0.0580873
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0580873
- update strategy
- iter:12000
- after update actions regrets:474.107|-28639.9|-38891.9|-42337.9|-758459|
- after update actions average regrets:10572|0|0|0|0|
- AI take action:check, probability:1, regret:474.107, randomc:0.739908
- total pot:600
- python rec ai action: check
- -------------- game: 1238 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 3h3d, 5d2d
- board: QdAsKsTd8h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 32850
- AI position:1
- AI card:4c|Qc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:19.0089|1875.42|1.84288|5.43794|229.664|8.62519|0|0|0|
- after update actions regrets:19.0089|1875.42|1.84288|5.43794|229.664|8.62519|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.877398, regret:1875.42, randomc:0.331341
- total pot:600
- python rec ai action: call
- community cards:9h|7h|4h|
- mycard:1, range:0.876365
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:146.172|59.1428|7.67623|0.654156|0.320124|0.0154596|0.0187791|0|
- after update actions regrets:146.172|59.1428|7.67623|0.654156|0.320124|0.0154596|0.0187791|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.278302, regret:59.1428, randomc:0.737766
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:9h|7h|4h|9d|
- mycard:1, range:0.242199
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:164.553|12.953|36.4938|0|0|
- mycard range:0.242199
- update strategy
- iter:12000
- after update actions regrets:13981.8|-16939.8|-37318.3|-143442|-1.62198e+06|
- after update actions average regrets:10477.6|78.491|8.57675|0|0|
- AI take action:check, probability:0.991858, regret:13981.8, randomc:0.0307403
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:9h|7h|4h|9d|9s|
- mycard:1, range:0.240203
- before update actions:l|1|2|4|n|
- before update actions regrets:1.89798|211.901|0.148521|0.0522126|0.000337652|
- mycard range:0.240203
- update strategy
- iter:12000
- after update actions regrets:2939.43|-127529|-278856|-323748|-830287|
- after update actions average regrets:10382|0|0|0|0|
- AI take action:check, probability:1, regret:2939.43, randomc:0.503996
- total pot:1200
- python rec ai action: check
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|n|
- before update actions regrets:4287.21|-954.904|-6425.72|-2486.79|-56710.8|
- mycard range:0.240203
- update strategy
- iter:12000
- after update actions regrets:4106.39|2143.28|-6823.53|-5827.61|-39912.6|
- after update actions average regrets:16064.6|4591.79|0|162.85|0|
- AI take action:fold, probability:0.771677, regret:4106.39, randomc:0.567436
- total pot:2400
- python rec ai action: fold
- -------------- game: 1239 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , Qc4c
- board: 9h7h4h9d9s
- action_history: 0:r300,1:c/1:r300,0:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 32250
- AI position:0
- AI card:2s|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.747777, regret:1598.06, randomc:0.683144
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|4d|9c|
- mycard:0, range:0.746758
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:38.3348|175.438|0.115175|0.109099|0.00329218|0|0|0|
- after update actions regrets:38.3348|175.438|0.115175|0.109099|0.00329218|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.178404, regret:38.3348, randomc:0.00403108
- total pot:400
- python rec ai action: check
- community cards:9s|4d|9c|4c|
- mycard:0, range:0.13377
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.182053|213.721|0.08026|0|0.0167069|0|
- mycard range:0.13377
- update strategy
- iter:12000
- after update actions regrets:-13882.9|16150.6|-22978|-37316.1|-67032.1|-2.58893e+06|
- after update actions average regrets:0|10555.2|278.755|156.958|0|0|
- AI take action:call, probability:0.960506, regret:16150.6, randomc:0.18333
- total pot:1200
- python rec ai action: call
- community cards:9s|4d|9c|4c|Js|
- mycard:0, range:0.128467
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.97|0|0.0296306|0|0|
- mycard range:0.128467
- update strategy
- iter:12000
- after update actions regrets:214.008|-8078.96|-9632.93|-19542|-230000|
- after update actions average regrets:10987|0|0|0|0|
- AI take action:check, probability:1, regret:214.008, randomc:0.367786
- total pot:1200
- python rec ai action: check
- -------------- game: 1240 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 2sAh, 6hTd
- board: 9s4d9c4cJs
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:c
- total_win: 32850
- AI position:1
- AI card:6c|Ac
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.303371, regret:648.989, randomc:0.25488
- total pot:200
- python rec ai action: check
- community cards:Tc|8h|9c|
- mycard:1, range:0.303266
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:169.101|36.6285|7.56092|0.51136|0.198084|0|0|0|
- after update actions regrets:169.101|36.6285|7.56092|0.51136|0.198084|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.0330189, regret:7.56092, randomc:0.990044
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1241 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 6cAc
- board: Tc8h9c
- action_history: 0:c,1:c/1:r200,0:f
- total_win: 32950
- AI position:0
- AI card:2s|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.582592, regret:1245.54, randomc:0.506542
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|2d|6s|
- mycard:0, range:0.582029
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:35.7316|177.592|0.296005|0.280727|0.0119225|0.0169896|0.052608|0.0184799|
- after update actions regrets:35.7316|177.592|0.296005|0.280727|0.0119225|0.0169896|0.052608|0.0184799|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.165094, regret:35.7316, randomc:0.0809289
- total pot:400
- python rec ai action: check
- community cards:Ad|2d|6s|8d|
- mycard:0, range:0.0971813
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.919|0|0.0566555|0.0238562|0|
- mycard range:0.0971813
- update strategy
- iter:12000
- after update actions regrets:11566.3|-14458.6|-65814.6|-73058.6|-3.33552e+06|
- after update actions average regrets:10470.1|308.622|189.268|27.5619|0|
- AI take action:check, probability:0.952338, regret:11566.3, randomc:0.934858
- total pot:400
- python rec ai action: check
- community cards:Ad|2d|6s|8d|Kc|
- mycard:0, range:0.0925373
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.998|0.00222222|0|0|0|
- mycard range:0.0925373
- update strategy
- iter:12000
- after update actions regrets:1449.63|-145424|-168028|-284260|-1.88676e+06|
- after update actions average regrets:10989|0|0|0|0|
- AI take action:check, probability:1, regret:1449.63, randomc:0.0519975
- total pot:400
- python rec ai action: check
- -------------- game: 1242 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qc2s, 5d6h
- board: Ad2d6s8dKc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 32750
- AI position:1
- AI card:4c|2d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1896.29|0.00389625|66.3295|52.6475|42.2316|81.7569|0.744858|0|
- after update actions regrets:1896.29|0.00389625|66.3295|52.6475|42.2316|81.7569|0.744858|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0308844, regret:66.3295, randomc:0.912876
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3h|3d|Ah|
- mycard:1, range:0.0309951
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:142.169|60.1689|11.1358|0.526502|0|0|0|0|
- after update actions regrets:142.169|60.1689|11.1358|0.526502|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.28169, regret:60.1689, randomc:0.694541
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:3h|3d|Ah|Js|
- mycard:1, range:0.00871468
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:1.08479|185.022|12.7623|15.1313|0|
- mycard range:0.00871468
- update strategy
- iter:12000
- after update actions regrets:3337.98|2085.91|2418.65|4562.02|-98590.1|
- after update actions average regrets:2721.92|2005.81|2783.92|2926.64|0|
- AI take action:raise 1200, probability:0.266699, regret:2418.65, randomc:0.470294
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 1243 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , 4c2d
- board: 3h3dAhJs
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:r1200,0:f
- total_win: 33350
- AI position:0
- AI card:6c|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.740879, regret:1584.4, randomc:0.726313
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5h|8h|Ks|
- mycard:0, range:0.740372
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:65.8039|56.1092|82.2193|9.78185|0.0683625|0.0173532|0|0|
- after update actions regrets:65.8039|56.1092|82.2193|9.78185|0.0683625|0.0173532|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.264151, regret:56.1092, randomc:0.566519
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1244 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Ah6c,
- board: 5h8hKs
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 33550
- AI position:1
- AI card:9d|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.777345|1401.99|5.60506|17.526|691.211|18.7451|0.527675|0.546322|3.07269|
- after update actions regrets:0.777345|1401.99|5.60506|17.526|691.211|18.7451|0.527675|0.546322|3.07269|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.656206, regret:1401.99, randomc:0.377402
- total pot:600
- python rec ai action: call
- community cards:4s|7s|Jd|
- mycard:1, range:0.655135
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:174.214|38.1455|1.12452|0.191937|0.175029|0.0282601|0.100635|0.0203245|
- after update actions regrets:174.214|38.1455|1.12452|0.191937|0.175029|0.0282601|0.100635|0.0203245|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.816901, regret:174.214, randomc:0.372992
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.0731377|210.587|0.826796|2.38057|0.132596|
- after update actions regrets:0.0731377|210.587|0.826796|2.38057|0.132596|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.990566, regret:210.587, randomc:0.514072
- total pot:1800
- python rec ai action: call
- community cards:4s|7s|Jd|6s|
- mycard:1, range:0.524828
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:211.832|1.95219|0.113499|0.0867371|0.0154925|
- mycard range:0.524828
- update strategy
- iter:12000
- after update actions regrets:2539.76|-41224.1|-69151|-98682|-748655|
- after update actions average regrets:10588|0|0|0|0|
- AI take action:check, probability:1, regret:2539.76, randomc:0.698099
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:992.049|-24962.3|-36246.6|-32636.1|-107694|
- mycard range:0.524828
- update strategy
- iter:12000
- after update actions regrets:992.049|-30989.3|-42248.6|-42434.1|-145627|
- after update actions average regrets:20676|0|0|0|0|
- AI take action:fold, probability:1, regret:992.049, randomc:0.388645
- total pot:3600
- python rec ai action: fold
- -------------- game: 1245 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 9h9d
- board: 4s7sJd6s
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:f
- total_win: 32650
- AI position:0
- AI card:Qc|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|44.6501|1332.07|749.384|13.8971|0|0|0|0|
- after update actions regrets:0|44.6501|1332.07|749.384|13.8971|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623012, regret:1332.07, randomc:0.139372
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|Jc|6s|
- mycard:0, range:0.622462
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.719|4.59277|0.9947|1.16726|0.525891|0|0|0|
- after update actions regrets:206.719|4.59277|0.9947|1.16726|0.525891|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976303, regret:206.719, randomc:0.586502
- total pot:400
- python rec ai action: check
- community cards:8d|Jc|6s|As|
- mycard:0, range:0.601285
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.836|0.134572|0|0.029658|0|
- mycard range:0.601285
- update strategy
- iter:12000
- after update actions regrets:8853.97|-157776|-116474|-84839.8|-3.37347e+06|
- after update actions average regrets:10729.7|34.1456|0|69.6131|0|
- AI take action:check, probability:0.990491, regret:8853.97, randomc:0.796316
- total pot:400
- python rec ai action: check
- community cards:8d|Jc|6s|As|Ts|
- mycard:0, range:0.595526
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|0.0129799|0.0602726|209.259|4.65575|0.0124161|
- mycard range:0.595526
- update strategy
- iter:12000
- after update actions regrets:-467580|-36478.9|6827.13|7811.33|2358.73|-940041|
- after update actions average regrets:0|0|5543.16|4966.67|126.63|0|
- AI take action:raise 1000, probability:0.401683, regret:6827.13, randomc:0.0675711
- total pot:1800
- python rec ai action: raise 1000
- -------------- game: 1246 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: KcQc,
- board: 8dJc6sAsTs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:r1000,1:f
- total_win: 33250
- AI position:1
- AI card:3s|Js
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1637.04|7.53952|339.241|108.545|34.0206|13.197|0.420674|0|
- after update actions regrets:1637.04|7.53952|339.241|108.545|34.0206|13.197|0.420674|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.765669, regret:1637.04, randomc:0.380045
- total pot:200
- python rec ai action: check
- community cards:Kc|9h|6h|
- mycard:1, range:0.76497
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.917|0.0657136|0.00877152|0|0.00869135|0|0|0|
- after update actions regrets:213.917|0.0657136|0.00877152|0|0.00869135|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.917, randomc:0.777219
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kc|9h|6h|Ac|
- mycard:1, range:0.764673
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:87.9892|82.1785|43.8323|0|0|
- mycard range:0.764673
- update strategy
- iter:12000
- after update actions regrets:187.114|-2675.7|-3937.04|-5777.87|-163593|
- after update actions average regrets:10641|0|0|0|0|
- AI take action:check, probability:1, regret:187.114, randomc:0.199582
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kc|9h|6h|Ac|9s|
- mycard:1, range:0.764673
- before update actions:l|1|2|4|n|
- before update actions regrets:213.848|0.0516949|0|0.1|0|
- mycard range:0.764673
- update strategy
- iter:12000
- after update actions regrets:222.368|-5847.43|-5942.48|-8307.38|-62573.5|
- after update actions average regrets:10457|0|0|0|0|
- AI take action:check, probability:1, regret:222.368, randomc:0.878929
- total pot:200
- python rec ai action: check
- -------------- game: 1247 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: 4h6s, 3sJs
- board: Kc9h6hAc9s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 33150
- AI position:0
- AI card:5d|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.864|1590.28|429.194|6.16872|0.490448|0|0|0|
- after update actions regrets:0|113.864|1590.28|429.194|6.16872|0.490448|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.200655, regret:429.194, randomc:0.87722
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1248 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5d9d,
- board:
- action_history: 0:r300,1:f
- total_win: 33250
- AI position:1
- AI card:9s|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.869443, regret:1858.18, randomc:0.68513
- total pot:600
- python rec ai action: call
- community cards:Jd|7s|Ac|
- mycard:1, range:0.86831
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.701|3.95843|0.845786|0.384616|0.104927|0.00516351|0|0|
- after update actions regrets:208.701|3.95843|0.845786|0.384616|0.104927|0.00516351|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985782, regret:208.701, randomc:0.811662
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|7s|Ac|5s|
- mycard:1, range:0.84681
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:207.801|4.79334|1.22077|0.185072|0|
- mycard range:0.84681
- update strategy
- iter:12000
- after update actions regrets:13110.8|4770.75|2817.18|-18846.6|-932801|
- after update actions average regrets:7720.28|2398.62|253.122|179.506|0|
- AI take action:check, probability:0.731754, regret:13110.8, randomc:0.671117
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|7s|Ac|5s|3d|
- mycard:1, range:0.619589
- before update actions:l|1|2|4|n|
- before update actions regrets:213.938|0.0308115|0.0245272|0.00689445|0|
- mycard range:0.619589
- update strategy
- iter:12000
- after update actions regrets:6912.52|-16844.4|-19606.4|-33099.4|-1.15126e+06|
- after update actions average regrets:9927.93|484.785|30.173|4.05731|0|
- AI take action:check, probability:0.950407, regret:6912.52, randomc:0.14866
- total pot:600
- python rec ai action: check
- -------------- game: 1249 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: QhKc, 9sQd
- board: Jd7sAc5s3d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 32950
- AI position:0
- AI card:7d|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.715154, regret:1529.43, randomc:0.427048
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|Js|7s|
- mycard:0, range:0.714688
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:11.0136|202.208|0.645331|0.0551739|0.0253228|0.0395279|0.0133901|0|
- after update actions regrets:11.0136|202.208|0.645331|0.0551739|0.0253228|0.0395279|0.0133901|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.948357, regret:202.208, randomc:0.951336
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qd|Js|7s|5s|
- mycard:0, range:0.675306
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.62|0.373437|0.00625|0|0|
- mycard range:0.675306
- update strategy
- iter:12000
- after update actions regrets:7491.09|-107802|-116484|-197965|-4.36537e+06|
- after update actions average regrets:10618|0|0|0|0|
- AI take action:check, probability:1, regret:7491.09, randomc:0.974503
- total pot:800
- python rec ai action: check
- community cards:Qd|Js|7s|5s|Kc|
- mycard:0, range:0.675306
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.824|0.131643|0|0.0444444|0|
- mycard range:0.675306
- update strategy
- iter:12000
- after update actions regrets:855.859|-116097|-156394|-242629|-2.48512e+06|
- after update actions average regrets:10774|0|0|0|0|
- AI take action:check, probability:1, regret:855.859, randomc:0.728528
- total pot:800
- python rec ai action: check
- -------------- game: 1250 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 7d6h, Ad3d
- board: QdJs7s5sKc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 33350
- AI position:1
- AI card:7c|Jc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.789794, regret:1687.92, randomc:0.466397
- total pot:600
- python rec ai action: call
- community cards:Js|2h|4h|
- mycard:1, range:0.788749
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.485|39.9942|2.09073|0.133858|0.0433269|0.111222|0.0364866|0.104966|
- after update actions regrets:171.485|39.9942|2.09073|0.133858|0.0433269|0.111222|0.0364866|0.104966|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.806604, regret:171.485, randomc:0.62084
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.00970971|200.307|13.121|0.499815|0.0626726|
- after update actions regrets:0.00970971|200.307|13.121|0.499815|0.0626726|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.938967, regret:200.307, randomc:0.354844
- total pot:1800
- python rec ai action: call
- community cards:Js|2h|4h|Td|
- mycard:1, range:0.591607
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.731|0.102804|0.0600231|0.106541|0|
- mycard range:0.591607
- update strategy
- iter:12000
- after update actions regrets:10089.5|2741.91|-37409.1|-69771.1|-772222|
- after update actions average regrets:8901.96|1457.84|7.22136|0|0|
- AI take action:raise 900, probability:0.140569, regret:2741.91, randomc:0.934297
- total pot:2700
- python rec ai action: raise 900
- opp action:call
- total pot:3600
- community cards:Js|2h|4h|Td|Qh|
- mycard:1, range:0.0831937
- before update actions:l|1|2|4|n|
- before update actions regrets:213.976|0.0240619|0|0|0|
- mycard range:0.0831937
- update strategy
- iter:12000
- after update actions regrets:1226.01|-66336.9|-154566|-179969|-335768|
- after update actions average regrets:10469|0|0|0|0|
- AI take action:check, probability:1, regret:1226.01, randomc:0.880523
- total pot:3600
- python rec ai action: check
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:3415.73|-26141.9|-57435.1|-82694.1|-82151.1|
- mycard range:0.0831937
- update strategy
- iter:12000
- after update actions regrets:3415.73|-41845.9|-114577|-147181|-145099|
- after update actions average regrets:20043.5|668.893|0|0|0|
- AI take action:fold, probability:0.967747, regret:3415.73, randomc:0.31164
- total pot:7200
- python rec ai action: fold
- -------------- game: 1251 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: , Jc7c
- board: Js2h4hTdQh
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:r900,0:c/1:c,0:r3600,1:f
- total_win: 31550
- AI position:0
- AI card:5s|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.818437, regret:1749.72, randomc:0.492859
- total pot:150
- python rec ai action: fold
- -------------- game: 1252 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 5s2c,
- board:
- action_history: 0:f
- total_win: 31500
- AI position:1
- AI card:6c|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.86236, regret:1842.22, randomc:0.492859
- total pot:200
- python rec ai action: check
- community cards:8s|3h|9c|
- mycard:1, range:0.86085
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.192|1.58484|0.87406|0.328453|0.0169987|0.00347779|0|0|
- after update actions regrets:211.192|1.58484|0.87406|0.328453|0.0169987|0.00347779|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.192, randomc:0.251271
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|3h|9c|4h|
- mycard:1, range:0.849555
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:47.0746|13.8826|135.701|17.3422|0|
- mycard range:0.849555
- update strategy
- iter:12000
- after update actions regrets:-1018.9|1145.9|147.721|-2298.64|-176489|
- after update actions average regrets:2035.19|5907.11|2377.95|0|0|
- AI take action:check, probability:0.197209, regret:-1018.9, randomc:0.19205
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8s|3h|9c|4h|4d|
- mycard:1, range:0.167536
- before update actions:l|1|2|4|n|
- before update actions regrets:123.105|29.6888|42.3972|18.8094|0|
- mycard range:0.167536
- update strategy
- iter:12000
- after update actions regrets:-1848.87|-100.284|328.424|-562.164|-39248|
- after update actions average regrets:409.28|1389.27|8610.15|0|0|
- AI take action:raise 200, probability:0.827248, regret:328.424, randomc:0.682006
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1253 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 7s4c, 6cTh
- board: 8s3h9c4h4d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r200,0:c
- total_win: 31200
- AI position:0
- AI card:3c|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.543499, regret:1162.78, randomc:0.248017
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|Tc|9s|
- mycard:0, range:0.543355
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|122.09|70.2593|21.4539|0.137753|0.0459674|0|0.0129144|
- after update actions regrets:0|122.09|70.2593|21.4539|0.137753|0.0459674|0|0.0129144|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.57277, regret:122.09, randomc:0.467473
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:3h|Tc|9s|6h|
- mycard:0, range:0.309992
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|166.335|47.5218|0.143046|0|
- mycard range:0.309992
- update strategy
- iter:12000
- after update actions regrets:25883.8|26009.1|-32228.7|-66500.1|-1.54762e+06|
- after update actions average regrets:5225.57|5683.58|0|0|0|
- AI take action:raise 400, probability:0.520994, regret:26009.1, randomc:0.807577
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 1254 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Th3c,
- board: 3hTc9s6h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:f
- total_win: 31600
- AI position:1
- AI card:7d|8d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:948.016|14.5839|702.698|265.953|116.15|92.2641|0.335453|0|
- after update actions regrets:948.016|14.5839|702.698|265.953|116.15|92.2641|0.335453|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.328498, regret:702.698, randomc:0.627608
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1255 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 8d7d
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 31700
- AI position:0
- AI card:9s|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|126.632|1645.9|366.04|1.42932|0|0|0|0|
- after update actions regrets:0|126.632|1645.9|366.04|1.42932|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769411, regret:1645.9, randomc:0.305957
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jd|Kh|Ac|
- mycard:0, range:0.769111
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.008|1.58382|2.3201|0.0711752|0.0166429|0|0|0|
- after update actions regrets:210.008|1.58382|2.3201|0.0711752|0.0166429|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.008, randomc:0.271773
- total pot:400
- python rec ai action: check
- community cards:Jd|Kh|Ac|Ah|
- mycard:0, range:0.754765
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.754765
- update strategy
- iter:12000
- after update actions regrets:-196.047|-43592|-6434.05|17907|-3.48094e+06|
- after update actions average regrets:7185.56|118.346|1261.28|2340.09|0|
- AI take action:raise 400, probability:0.115646, regret:-6434.05, randomc:0.750524
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1256 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9sTh,
- board: JdKhAcAh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 31900
- AI position:1
- AI card:5c|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.742041, regret:1585.7, randomc:0.31635
- total pot:200
- python rec ai action: check
- community cards:2s|8c|Qh|
- mycard:1, range:0.740982
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:179.611|28.7983|4.2066|1.16591|0.21857|0|0|0|
- after update actions regrets:179.611|28.7983|4.2066|1.16591|0.21857|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.84434, regret:179.611, randomc:0.701375
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2s|8c|Qh|2h|
- mycard:1, range:0.621908
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.225|0.529317|0.0950639|0.15078|0|
- mycard range:0.621908
- update strategy
- iter:12000
- after update actions regrets:793.71|237.015|-2275.42|-4254.36|-164501|
- after update actions average regrets:7291.16|3045.87|112.194|57.4445|0|
- AI take action:check, probability:0.69405, regret:793.71, randomc:0.0468579
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:300.719|462.227|-713.25|242.661|-28649.2|
- mycard range:0.621908
- update strategy
- iter:12000
- after update actions regrets:179.15|680.659|-883.819|187.092|-34557.7|
- after update actions average regrets:5243.28|13746.3|173.562|2083|0|
- AI take action:call, probability:0.647023, regret:680.659, randomc:0.779658
- total pot:600
- python rec ai action: call
- community cards:2s|8c|Qh|2h|Jd|
- mycard:1, range:0.279231
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.279231
- update strategy
- iter:12000
- after update actions regrets:216.079|-3884.92|-5109.92|-7641.92|-19930.9|
- after update actions average regrets:10598|0|0|0|0|
- AI take action:check, probability:1, regret:216.079, randomc:0.600226
- total pot:600
- python rec ai action: check
- -------------- game: 1257 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 3h8h, 5cKh
- board: 2s8cQh2hJd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 31600
- AI position:0
- AI card:3c|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238296, regret:509.828, randomc:0.941872
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.342782
- total pot:1200
- python rec ai action: fold
- -------------- game: 1258 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 3c4d,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 31300
- AI position:1
- AI card:Qs|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.972391, regret:2078.27, randomc:0.921362
- total pot:200
- python rec ai action: check
- community cards:Js|Qc|2d|
- mycard:1, range:0.971155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.533|2.52015|0.555014|0.222975|0.141852|0.0106182|0.00857302|0.00733267|
- after update actions regrets:210.533|2.52015|0.555014|0.222975|0.141852|0.0106182|0.00857302|0.00733267|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.533, randomc:0.894918
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0.273273|212.137|1.02594|0.293714|0.270037|
- after update actions regrets:0.273273|212.137|1.02594|0.293714|0.270037|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.995305, regret:212.137, randomc:0.690284
- total pot:600
- python rec ai action: call
- community cards:Js|Qc|2d|6d|
- mycard:1, range:0.947106
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.154|0.71546|0.130396|0|0|
- mycard range:0.947106
- update strategy
- iter:12000
- after update actions regrets:1465.58|-70.8605|-1910.45|-6324.58|-99803.6|
- after update actions average regrets:9709.42|945.852|0|0|0|
- AI take action:check, probability:0.911301, regret:1465.58, randomc:0.348403
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-305.336|1014.66|-654.336|-3204.34|-11311.3|
- mycard range:0.947106
- update strategy
- iter:12000
- after update actions regrets:-1748.34|1014.66|-2420.34|-7156.34|-19412.3|
- after update actions average regrets:498.271|20689.3|230.82|93.2432|0|
- AI take action:call, probability:0.961832, regret:1014.66, randomc:0.970839
- total pot:1800
- python rec ai action: call
- community cards:Js|Qc|2d|6d|7s|
- mycard:1, range:0.830041
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.830041
- update strategy
- iter:12000
- after update actions regrets:244.551|-4698.45|-7587.45|-15585.4|-47157.4|
- after update actions average regrets:10458.4|13.3345|0|0|0|
- AI take action:check, probability:0.998758, regret:244.551, randomc:0.92395
- total pot:1800
- python rec ai action: check
- -------------- game: 1259 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: QdTh, 4hQs
- board: JsQc2d6d7s
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 30400
- AI position:0
- AI card:3d|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.632|1470.85|525.5|9.83964|0.174236|0|0|0|
- after update actions regrets:0|133.632|1470.85|525.5|9.83964|0.174236|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.245672, regret:525.5, randomc:0.880994
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5c|2d|5s|
- mycard:0, range:0.245561
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:3.57312|194.752|10.2198|4.06821|1.31607|0.0703297|0|0|
- after update actions regrets:3.57312|194.752|10.2198|4.06821|1.31607|0.0703297|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.915094, regret:194.752, randomc:0.0842909
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1260 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 6d3d,
- board: 5c2d5s
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 30700
- AI position:1
- AI card:Ac|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions regrets:0|72.9097|4.7962|22.6806|1903.05|135.052|0.175029|0.120228|1.21717|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 2700, probability:0.0631727, regret:135.052, randomc:0.954929
- total pot:3000
- python rec ai action: raise 2700
- -------------- game: 1261 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QhAc
- board:
- action_history: 0:r300,1:r2700,0:f
- total_win: 31000
- AI position:0
- AI card:3s|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.555659, regret:1188.52, randomc:0.305682
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1262 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3s3d,
- board:
- action_history: 0:r200,1:f
- total_win: 31100
- AI position:1
- AI card:8c|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions regrets:28.0704|1872.71|1.06631|3.45767|211.906|22.7877|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.875994, regret:1872.71, randomc:0.354591
- total pot:600
- python rec ai action: call
- community cards:9d|6d|4c|
- mycard:1, range:0.875099
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.002|0.580329|0.301413|0.111634|0.0048915|0|0|0|
- after update actions regrets:213.002|0.580329|0.301413|0.111634|0.0048915|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.002, randomc:0.820193
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:205.985|0.861172|6.91902|0.177732|0.0569948|
- after update actions regrets:205.985|0.861172|6.91902|0.177732|0.0569948|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.971564, regret:205.985, randomc:0.167693
- total pot:1200
- python rec ai action: fold
- -------------- game: 1263 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 8cKd
- board: 9d6d4c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 30800
- AI position:0
- AI card:5s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0449018, regret:96.8757, randomc:0.0344471
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:9h|6d|Jd|
- mycard:0, range:0.045269
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.866|0.855635|0.665653|0.595955|0.0170083|0|0|0|
- after update actions regrets:211.866|0.855635|0.665653|0.595955|0.0170083|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:211.866, randomc:0.501304
- total pot:200
- python rec ai action: check
- community cards:9h|6d|Jd|8d|
- mycard:0, range:0.0448176
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:212.424|1.30902|0.267207|0|0|
- mycard range:0.0448176
- update strategy
- iter:12000
- after update actions regrets:-4307.9|11133|6209.94|-1734.32|-1.00842e+06|
- after update actions average regrets:2213.22|4772.79|2491.79|1422.91|0|
- AI take action:raise 200, probability:0.228574, regret:6209.94, randomc:0.856909
- total pot:400
- python rec ai action: raise 200
- opp action:call
- total pot:600
- community cards:9h|6d|Jd|8d|3d|
- mycard:0, range:0.0102448
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0|19.0189|66.5846|128.397|0|
- mycard range:0.0102448
- update strategy
- iter:12000
- after update actions regrets:-289972|-9210.43|3864.13|-9778.06|-1.95884e+06|
- after update actions average regrets:0|94.7379|10186.7|640.508|0|
- AI take action:raise 600, probability:0.932784, regret:3864.13, randomc:0.111474
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1264 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 5sQd,
- board: 9h6dJd8d3d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r600,1:f
- total_win: 31100
- AI position:1
- AI card:Td|Ad
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:164.114|17.8194|1123.34|551.032|188.595|93.5827|1.51575|0|
- after update actions regrets:164.114|17.8194|1123.34|551.032|188.595|93.5827|1.51575|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0879738, regret:188.595, randomc:0.897072
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 1265 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , TdAd
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 31200
- AI position:0
- AI card:Js|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.672591, regret:1438.15, randomc:0.712428
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|5h|Ac|
- mycard:0, range:0.672034
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:197.137|12.8276|3.60596|0.265898|0.163898|0|0|0|
- after update actions regrets:197.137|12.8276|3.60596|0.265898|0.163898|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.929245, regret:197.137, randomc:0.337599
- total pot:800
- python rec ai action: fold
- -------------- game: 1266 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4cJs,
- board: 2s5hAc
- action_history: 0:r200,1:c/1:r400,0:f
- total_win: 31000
- AI position:1
- AI card:7s|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.699392, regret:1496.62, randomc:0.865899
- total pot:600
- python rec ai action: call
- community cards:2s|Jc|Ac|
- mycard:1, range:0.699353
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.182|1.04304|0.674682|0.0325009|0.0411421|0|0|0.0261394|
- after update actions regrets:212.182|1.04304|0.674682|0.0325009|0.0411421|0|0|0.0261394|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.182, randomc:0.192613
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:2s|Jc|Ac|7c|
- mycard:1, range:0.693413
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.101|0.730572|0.0896223|0.0792123|0|
- mycard range:0.693413
- update strategy
- iter:12000
- after update actions regrets:11356.6|-22554.8|-53327.4|-94616.4|-1.62233e+06|
- after update actions average regrets:10583|133.006|0|0|0|
- AI take action:check, probability:0.987589, regret:11356.6, randomc:0.250123
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:5257.48|2336.91|-17530|-20972.4|-231914|
- mycard range:0.693413
- update strategy
- iter:12000
- after update actions regrets:6620.45|-5046.12|-52967|-54190.4|-421278|
- after update actions average regrets:18175.2|2939.52|0|0|0|
- AI take action:fold, probability:0.860803, regret:6620.45, randomc:0.682178
- total pot:1200
- python rec ai action: fold
- -------------- game: 1267 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7sTd
- board: 2sJcAc7c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 30700
- AI position:0
- AI card:8s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.304022, regret:650.229, randomc:0.898579
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9c|Qh|9s|
- mycard:0, range:0.303845
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:128.432|84.9655|0.485436|0.0684692|0.00528736|0.0367839|0|0.0062069|
- after update actions regrets:128.432|84.9655|0.485436|0.0684692|0.00528736|0.0367839|0|0.0062069|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.603774, regret:128.432, randomc:0.188304
- total pot:600
- python rec ai action: check
- community cards:9c|Qh|9s|Ah|
- mycard:0, range:0.182353
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:1.63916|212.309|0.0293072|0.022695|0|0|
- mycard range:0.182353
- update strategy
- iter:12000
- after update actions regrets:5598.69|-44549.6|-38522.9|-53129.9|-92379.9|-1.263e+06|
- after update actions average regrets:10968|0|0|0|0|0|
- AI take action:fold, probability:1, regret:5598.69, randomc:0.977945
- total pot:1200
- python rec ai action: fold
- -------------- game: 1268 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Ks8s,
- board: 9cQh9sAh
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 30400
- AI position:1
- AI card:4c|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.315563
- total pot:400
- python rec ai action: fold
- -------------- game: 1269 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4c7d
- board:
- action_history: 0:r300,1:f
- total_win: 30300
- AI position:0
- AI card:6c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.151146, regret:323.103, randomc:0.315563
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:7c|5s|8d|
- mycard:0, range:0.150983
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:197.405|15.7422|0.326479|0.434211|0.092503|0|0|0|
- after update actions regrets:197.405|15.7422|0.326479|0.434211|0.092503|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.929245, regret:197.405, randomc:0.0366484
- total pot:200
- python rec ai action: check
- community cards:7c|5s|8d|Jc|
- mycard:0, range:0.139274
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:36.7169|164.463|11.6264|1.19348|0|
- mycard range:0.139274
- update strategy
- iter:12000
- after update actions regrets:9401.34|-8370.91|-2018.75|-2073.18|-1.80501e+06|
- after update actions average regrets:3126.48|2414.13|653.649|4484.84|0|
- AI take action:raise 400, probability:0.419968, regret:-2073.18, randomc:0.758841
- total pot:600
- python rec ai action: raise 400
- opp action:call
- total pot:1000
- community cards:7c|5s|8d|Jc|Ac|
- mycard:0, range:0.0584901
- opp action:check
- total pot:1000
- before update actions:l|1|2|4|n|
- before update actions regrets:1.64474|0.0485363|152.722|59.5846|0|
- mycard range:0.0584901
- update strategy
- iter:12000
- after update actions regrets:6601.57|-3726.03|6891.65|-37921.5|-208738|
- after update actions average regrets:8481.45|477.194|1758.3|0|0|
- AI take action:check, probability:0.791433, regret:6601.57, randomc:0.42026
- total pot:1000
- python rec ai action: check
- -------------- game: 1270 -----------------
- win_money: -500
- players: Bot, OpenStackTwo
- hand: 6c3d, 7sTc
- board: 7c5s8dJcAc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 29800
- AI position:1
- AI card:6c|Kc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:911.971|14.6769|879.052|258.959|74.1229|0.76592|0.452204|0|
- after update actions regrets:911.971|14.6769|879.052|258.959|74.1229|0.76592|0.452204|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.426498, regret:911.971, randomc:0.0352018
- total pot:200
- python rec ai action: check
- community cards:3h|Js|2d|
- mycard:1, range:0.426155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.987|0.570792|2.33732|0.097669|0.0074274|0|0|0|
- after update actions regrets:210.987|0.570792|2.33732|0.097669|0.0074274|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.987, randomc:0.915491
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3h|Js|2d|Ac|
- mycard:1, range:0.420154
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.768|0.186775|0.0346108|0.0111045|0|
- mycard range:0.420154
- update strategy
- iter:12000
- after update actions regrets:736.871|-1435.71|-3895.86|-9218.89|-185381|
- after update actions average regrets:8661.48|1190.29|212.758|0|0|
- AI take action:raise 200, probability:0.0210673, regret:-3895.86, randomc:0.986253
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1271 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 6cKc
- board: 3hJs2dAc
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:f
- total_win: 29900
- AI position:0
- AI card:Ks|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.563143, regret:1204.15, randomc:0.292578
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qc|Qd|7c|
- mycard:0, range:0.562686
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:145.942|66.1863|1.84355|0|0.00193165|0.00931154|0.0165428|0|
- after update actions regrets:145.942|66.1863|1.84355|0|0.00193165|0.00931154|0.0165428|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.683962, regret:145.942, randomc:0.645118
- total pot:400
- python rec ai action: check
- community cards:Qc|Qd|7c|2s|
- mycard:0, range:0.383737
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:160.946|53.0375|0.0169143|0|0|
- mycard range:0.383737
- update strategy
- iter:12000
- after update actions regrets:-7188.69|19089.4|705.382|-66574.6|-4.34297e+06|
- after update actions average regrets:644.445|6994.71|2963.65|291.393|0|
- AI take action:raise 400, probability:0.272035, regret:705.382, randomc:0.702447
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1272 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: AcKs,
- board: QcQd7c2s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 30100
- AI position:1
- AI card:2c|3c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1567.11|2.09606|289.795|117.416|64.2402|97.7243|1.62091|0|
- after update actions regrets:1567.11|2.09606|289.795|117.416|64.2402|97.7243|1.62091|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.733271, regret:1567.11, randomc:0.578462
- total pot:200
- python rec ai action: check
- community cards:6h|7c|Qh|
- mycard:1, range:0.732293
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:107.665|99.3063|7.02838|0|0|0|0|0|
- after update actions regrets:107.665|99.3063|7.02838|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.464789, regret:99.3063, randomc:0.871919
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:6h|7c|Qh|3d|
- mycard:1, range:0.339819
- turn subgame infoset node:4057280
- before update actions:l|1|2|4|n|
- before update actions regrets:213.802|0.0323073|0.0831775|0.082266|0|
- mycard range:0.339819
- update strategy
- iter:12000
- after update actions regrets:1739.61|-6536.16|-4599.11|-6701.11|-270148|
- after update actions average regrets:10460|38.3475|0|0|0|
- AI take action:check, probability:0.99638, regret:1739.61, randomc:0.65329
- total pot:400
- python rec ai action: check
- opp action:check
- total pot:400
- community cards:6h|7c|Qh|3d|Ts|
- mycard:1, range:0.338578
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.338578
- update strategy
- iter:12000
- after update actions regrets:243.134|-2217.87|-7975.87|-13373.9|-70823.9|
- after update actions average regrets:10357|0|0|0|0|
- AI take action:check, probability:1, regret:243.134, randomc:0.481336
- total pot:400
- python rec ai action: check
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|n|
- before update actions regrets:677.531|389.205|-1304.41|-2361.92|-21212.4|
- mycard range:0.338578
- update strategy
- iter:12000
- after update actions regrets:411.563|883.237|-2568.37|-1932.89|-37221.4|
- after update actions average regrets:10610.7|9988.64|72.2424|115.462|0|
- AI take action:call, probability:0.480539, regret:883.237, randomc:0.565529
- total pot:1200
- python rec ai action: call
- -------------- game: 1273 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: TcJs, 2c3c
- board: 6h7cQh3dTs
- action_history: 0:c,1:c/1:r100,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 29500
- AI position:0
- AI card:8d|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.304022, regret:650.229, randomc:0.771506
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3c|6s|Ac|
- mycard:0, range:0.303845
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.266|0.302245|0.139461|0.291861|0|0|0|0|
- after update actions regrets:213.266|0.302245|0.139461|0.291861|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.266, randomc:0.319839
- total pot:600
- python rec ai action: check
- community cards:3c|6s|Ac|5c|
- mycard:0, range:0.302804
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:176.136|0|24.2372|13.6272|0|
- mycard range:0.302804
- update strategy
- iter:12000
- after update actions regrets:11227.1|350.937|-62374.8|-101590|-3.59169e+06|
- after update actions average regrets:6927.99|3849.8|0|0|0|
- AI take action:check, probability:0.642817, regret:11227.1, randomc:0.444744
- total pot:600
- python rec ai action: check
- community cards:3c|6s|Ac|5c|8h|
- mycard:0, range:0.194643
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.1|208.97|4.90016|0.03|0|
- mycard range:0.194643
- update strategy
- iter:12000
- after update actions regrets:-19065.1|5432.82|-4592.25|-46122.1|-1.8348e+06|
- after update actions average regrets:0|9167.75|1580.35|0|0|
- AI take action:raise 300, probability:0.852982, regret:5432.82, randomc:0.614898
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1274 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 8dKd, 7h6d
- board: 3c6sAc5c8h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r300,1:c
- total_win: 30100
- AI position:1
- AI card:Jc|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2133.53|2.10678|1.90706|0.677099|0.165938|1.08853|0.528766|0|
- after update actions regrets:2133.53|2.10678|1.90706|0.677099|0.165938|1.08853|0.528766|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.998128, regret:2133.53, randomc:0.521361
- total pot:200
- python rec ai action: check
- community cards:8d|7h|5h|
- mycard:1, range:0.996975
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:147.893|62.0935|2.29259|0.988633|0.65237|0.0803479|0|0|
- after update actions regrets:147.893|62.0935|2.29259|0.988633|0.65237|0.0803479|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.293839, regret:62.0935, randomc:0.814232
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1275 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 4hJc
- board: 8d7h5h
- action_history: 0:c,1:c/1:r100,0:f
- total_win: 30200
- AI position:0
- AI card:2c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.582592, regret:1245.54, randomc:0.469298
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2138.56|0|1.4392|0|
- after update actions regrets:2138.56|0|1.4392|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.999532, regret:2138.56, randomc:0.577957
- total pot:800
- python rec ai action: fold
- -------------- game: 1276 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 2cQh,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 30000
- AI position:1
- AI card:Qd|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.02, randomc:0.105485
- total pot:400
- python rec ai action: fold
- -------------- game: 1277 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3hQd
- board:
- action_history: 0:r300,1:f
- total_win: 29900
- AI position:0
- AI card:Ac|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.55, randomc:0.264752
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1292.37|847.629|0|
- after update actions regrets:0|1292.37|847.629|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.395979, regret:847.629, randomc:0.761068
- total pot:2400
- python rec ai action: raise 1800
- opp action:call
- total pot:3600
- community cards:8s|9s|Ad|
- mycard:0, range:0.227945
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|8|n|
- before update actions regrets:0.996414|188.853|23.8959|0.0440532|0.144933|0.0661615|
- after update actions regrets:0.996414|188.853|23.8959|0.0440532|0.144933|0.0661615|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1800, probability:0.890995, regret:188.853, randomc:0.838267
- total pot:5400
- python rec ai action: raise 1800
- -------------- game: 1278 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: QdAc,
- board: 8s9sAd
- action_history: 0:r200,1:r600,0:r1800,1:c/1:c,0:r1800,1:f
- total_win: 31700
- AI position:1
- AI card:3s|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.16196
- total pot:400
- python rec ai action: fold
- -------------- game: 1279 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6c3s
- board:
- action_history: 0:r300,1:f
- total_win: 31600
- AI position:0
- AI card:4s|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.215154, regret:460.358, randomc:0.782635
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1280 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qh4s,
- board:
- action_history: 0:r300,1:f
- total_win: 31700
- AI position:1
- AI card:Ad|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.903135, regret:1930.32, randomc:0.643267
- total pot:600
- python rec ai action: call
- community cards:5d|Ah|5c|
- mycard:1, range:0.902018
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:189.066|24.2156|0.265633|0.249617|0.0523239|0.0164691|0.13421|0|
- after update actions regrets:189.066|24.2156|0.265633|0.249617|0.0523239|0.0164691|0.13421|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.887324, regret:189.066, randomc:0.829136
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5d|Ah|5c|4c|
- mycard:1, range:0.796921
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:37.4338|64.7012|111.263|0.599441|0.00295553|
- mycard range:0.796921
- update strategy
- iter:12000
- after update actions regrets:11749.4|11381.7|5243.27|-33213.4|-859576|
- after update actions average regrets:4543.88|3901.94|1350.58|15.1349|0|
- AI take action:raise 300, probability:0.397696, regret:11381.7, randomc:0.533926
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1281 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ad3h
- board: 5dAh5c4c
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 32000
- AI position:0
- AI card:Qc|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.757604, regret:1619.83, randomc:0.460459
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|Kh|5h|
- mycard:0, range:0.756928
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:40.1007|166.281|5.52886|2.08962|0|0|0|0|
- after update actions regrets:40.1007|166.281|5.52886|2.08962|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.779343, regret:166.281, randomc:0.493285
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1282 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8dQc,
- board: 9sKh5h
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 32200
- AI position:1
- AI card:3s|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.29395
- total pot:400
- python rec ai action: fold
- -------------- game: 1283 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Tc3s
- board:
- action_history: 0:r300,1:f
- total_win: 32100
- AI position:0
- AI card:Tc|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.215|1363.5|677.486|10.7952|0|0|0|0|
- after update actions regrets:0|88.215|1363.5|677.486|10.7952|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.04116, regret:88.215, randomc:0.0330666
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0|1599.84|193.18|346.981|0|
- after update actions regrets:0|1599.84|193.18|346.981|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.747895, regret:1599.84, randomc:0.00119501
- total pot:600
- python rec ai action: call
- community cards:Td|2d|Jc|
- mycard:0, range:0.0308171
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:0.828225|212.486|0.448478|0.185233|0.0235821|0.00658741|0.0222557|0|
- after update actions regrets:0.828225|212.486|0.448478|0.185233|0.0235821|0.00658741|0.0222557|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:call, probability:1, regret:212.486, randomc:0.945633
- total pot:1800
- python rec ai action: call
- community cards:Td|2d|Jc|Th|
- mycard:0, range:0.030599
- turn subgame infoset node:1228992
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|209.349|3.72998|0.510141|0.312511|0.0988631|
- mycard range:0.030599
- update strategy
- iter:12000
- after update actions regrets:-19972.8|724.569|-2405.05|-5594.27|-13668.5|-14133.7|
- after update actions average regrets:0|9710.8|1143.82|0|0|0|
- AI take action:call, probability:0.894683, regret:724.569, randomc:0.718703
- total pot:5400
- python rec ai action: call
- community cards:Td|2d|Jc|Th|4h|
- mycard:0, range:0.0273746
- opp action:raise 5400
- total pot:10800
- before update actions:d|l|1|n|
- before update actions regrets:0|35.3374|66.0775|112.585|
- mycard range:0.0273746
- update strategy
- iter:12000
- after update actions regrets:-3019.21|165.124|-983.136|-1056.63|
- after update actions average regrets:0|10884|0|0|
- AI take action:call, probability:1, regret:165.124, randomc:0.838138
- total pot:16200
- python rec ai action: call
- -------------- game: 1284 -----------------
- win_money: 8100
- players: Bot, OpenStackTwo
- hand: QcTc, AdJd
- board: Td2dJcTh4h
- action_history: 0:c,1:r300,0:c/1:r600,0:c/1:r1800,0:c/1:r5400,0:c
- total_win: 40200
- AI position:1
- AI card:8s|3d
- -------------- game: 1285 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8s3d
- board:
- action_history: 0:f
- total_win: 40250
- AI position:0
- AI card:8s|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.623772, regret:1333.97, randomc:0.0636198
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5s|Jh|9c|
- mycard:0, range:0.623348
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:149.769|60.1252|2.47802|1.53459|0.0934729|0|0|0|
- after update actions regrets:149.769|60.1252|2.47802|1.53459|0.0934729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.283019, regret:60.1252, randomc:0.965907
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:5s|Jh|9c|Th|
- mycard:0, range:0.175135
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.175135
- update strategy
- iter:12000
- after update actions regrets:19263.5|24800.5|6751.54|-3517.46|-1.83559e+06|
- after update actions average regrets:3536.74|6759.86|658.363|0|0|
- AI take action:check, probability:0.322834, regret:19263.5, randomc:0.177593
- total pot:800
- python rec ai action: check
- community cards:5s|Jh|9c|Th|Kh|
- mycard:0, range:0.0565413
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:161.241|28.8722|23.8594|0.0275862|0|
- mycard range:0.0565413
- update strategy
- iter:12000
- after update actions regrets:2655.2|-25882.2|-82502.2|-158167|-1.22358e+06|
- after update actions average regrets:10924|25.0259|0|0|0|
- AI take action:check, probability:0.997716, regret:2655.2, randomc:0.925529
- total pot:800
- python rec ai action: check
- -------------- game: 1286 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 8sAc, 4d5c
- board: 5sJh9cThKh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 39850
- AI position:1
- AI card:3s|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.738974
- total pot:400
- python rec ai action: fold
- -------------- game: 1287 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s9d
- board:
- action_history: 0:r300,1:f
- total_win: 39750
- AI position:0
- AI card:9c|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.367166, regret:785.61, randomc:0.738974
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|2042.49|97.5116|0|
- after update actions regrets:0|2042.49|97.5116|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.954652, regret:2042.49, randomc:0.587911
- total pot:1800
- python rec ai action: call
- community cards:9d|3h|5s|
- mycard:0, range:0.35038
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|209.07|4.10139|0.242829|0.0483719|0.53744|
- after update actions regrets:0|209.07|4.10139|0.242829|0.0483719|0.53744|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:call, probability:0.981221, regret:209.07, randomc:0.548668
- total pot:5400
- python rec ai action: call
- community cards:9d|3h|5s|2c|
- mycard:0, range:0.342308
- turn subgame infoset node:338240
- opp action:check
- total pot:5400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.54747|213.384|0.0350463|0.00328559|0.0306655|
- mycard range:0.342308
- update strategy
- iter:12000
- after update actions regrets:-371.341|387.495|-59.8534|-3470.89|-3644.86|
- after update actions average regrets:370.715|9409.53|1099.53|0|0|
- AI take action:raise 2700, probability:0.864957, regret:387.495, randomc:0.409737
- total pot:8100
- python rec ai action: raise 2700
- -------------- game: 1288 -----------------
- win_money: 2700
- players: Bot, OpenStackTwo
- hand: Ac9c,
- board: 9d3h5s2c
- action_history: 0:r300,1:r900,0:c/1:r1800,0:c/1:c,0:r2700,1:f
- total_win: 42450
- AI position:1
- AI card:2c|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1521.64|618.359|0|0|0|0|0|0|0|
- after update actions regrets:1521.64|618.359|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.71108, regret:1521.64, randomc:0.0302784
- total pot:400
- python rec ai action: fold
- -------------- game: 1289 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c9c
- board:
- action_history: 0:r300,1:f
- total_win: 42350
- AI position:0
- AI card:3c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.174157, regret:372.913, randomc:0.1113
- total pot:150
- python rec ai action: fold
- -------------- game: 1290 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 4h3c,
- board:
- action_history: 0:f
- total_win: 42300
- AI position:1
- AI card:4d|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.66|0.337914|0|0|0|0|0|0|0|
- after update actions regrets:2139.66|0.337914|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.66, randomc:0.1113
- total pot:400
- python rec ai action: fold
- -------------- game: 1291 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4d6h
- board:
- action_history: 0:r300,1:f
- total_win: 42200
- AI position:0
- AI card:As|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.747777, regret:1598.06, randomc:0.518899
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3d|6s|Qd|
- mycard:0, range:0.746758
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:139.677|73.5166|0.0196418|0.638231|0.148959|0|0|0|
- after update actions regrets:139.677|73.5166|0.0196418|0.638231|0.148959|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.34434, regret:73.5166, randomc:0.708639
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:3d|6s|Qd|Ks|
- mycard:0, range:0.256538
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:204.683|5.34568|3.94727|0.0243311|0|
- mycard range:0.256538
- update strategy
- iter:12000
- after update actions regrets:-49903.5|-11205.8|29316.1|10818.1|-1.68933e+06|
- after update actions average regrets:550.248|978.866|8551.12|816.623|0|
- AI take action:raise 800, probability:0.784855, regret:29316.1, randomc:0.662172
- total pot:1600
- python rec ai action: raise 800
- opp action:call
- total pot:2400
- community cards:3d|6s|Qd|Ks|9c|
- mycard:0, range:0.201314
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:33.7819|0.440624|2.35034|177.427|0|
- mycard range:0.201314
- update strategy
- iter:12000
- after update actions regrets:24458|-248069|-317755|-466123|-567457|
- after update actions average regrets:10832.6|11.0918|16.8098|1.60119|0|
- AI take action:check, probability:0.997422, regret:24458, randomc:0.307087
- total pot:2400
- python rec ai action: check
- -------------- game: 1292 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: As2d, 4dQs
- board: 3d6sQdKs9c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:c/1:c,0:c
- total_win: 41000
- AI position:1
- AI card:7s|8d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1449.92|8.85072|469.027|136.338|46.4861|28.8862|0.492077|0|
- after update actions regrets:1449.92|8.85072|469.027|136.338|46.4861|28.8862|0.492077|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.678371, regret:1449.92, randomc:0.341544
- total pot:200
- python rec ai action: check
- community cards:3c|5h|3d|
- mycard:1, range:0.677533
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.806|0.193304|0|0.00106011|0|0|0|0|
- after update actions regrets:213.806|0.193304|0|0.00106011|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.806, randomc:0.665123
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3c|5h|3d|Ac|
- mycard:1, range:0.676918
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:192.052|21.9483|0|0|0|
- mycard range:0.676918
- update strategy
- iter:12000
- after update actions regrets:232.639|-2383.46|-2306.41|-4887.41|-41829.4|
- after update actions average regrets:10275|0|0|0|0|
- AI take action:check, probability:1, regret:232.639, randomc:0.0689763
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3c|5h|3d|Ac|8h|
- mycard:1, range:0.676918
- before update actions:l|1|2|4|n|
- before update actions regrets:8.98673|17.6856|187.323|0.0042354|0|
- mycard range:0.676918
- update strategy
- iter:12000
- after update actions regrets:174.362|296.061|842.699|-1713.62|-48950.6|
- after update actions average regrets:2657.26|1327.5|6338.18|83.8969|0|
- AI take action:raise 200, probability:0.60913, regret:842.699, randomc:0.861675
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1293 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: 8cTd, 7s8d
- board: 3c5h3dAc8h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r200,0:c
- total_win: 41000
- AI position:0
- AI card:4s|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58, randomc:0.186429
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jd|7d|6d|
- mycard:0, range:0.598868
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.605|9.34482|1.88299|0.0861155|0.0304684|0.028278|0.0116904|0.0105845|
- after update actions regrets:202.605|9.34482|1.88299|0.0861155|0.0304684|0.028278|0.0116904|0.0105845|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.605, randomc:0.892983
- total pot:400
- python rec ai action: check
- community cards:Jd|7d|6d|Kd|
- mycard:0, range:0.56698
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:209.071|0.604202|2.23174|2.09335|0|0|
- mycard range:0.56698
- update strategy
- iter:12000
- after update actions regrets:1628.25|-8172.21|-24771.6|-34453.7|-68623.8|-654561|
- after update actions average regrets:10967|0|0|0|0|0|
- AI take action:fold, probability:1, regret:1628.25, randomc:0.385043
- total pot:800
- python rec ai action: fold
- -------------- game: 1294 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 7c4s,
- board: Jd7d6dKd
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 40800
- AI position:1
- AI card:4s|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.940626, regret:2012.68, randomc:0.388967
- total pot:400
- python rec ai action: fold
- -------------- game: 1295 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4sQd
- board:
- action_history: 0:r300,1:f
- total_win: 40700
- AI position:0
- AI card:2d|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.388967
- total pot:150
- python rec ai action: fold
- -------------- game: 1296 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d6h,
- board:
- action_history: 0:f
- total_win: 40650
- AI position:1
- AI card:8s|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.52, randomc:0.388967
- total pot:400
- python rec ai action: fold
- -------------- game: 1297 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8s5d
- board:
- action_history: 0:r300,1:f
- total_win: 40550
- AI position:0
- AI card:As|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.740879, regret:1584.4, randomc:0.0384042
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|Th|Qc|
- mycard:0, range:0.740372
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:17.4101|166.479|28.2727|1.83861|0|0|0|0|
- after update actions regrets:17.4101|166.479|28.2727|1.83861|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.132075, regret:28.2727, randomc:0.947904
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1298 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6cAs,
- board: 8hThQc
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 40750
- AI position:1
- AI card:9c|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1303.83|10.616|560.487|190.822|50.4865|23.1704|0.591279|0|
- after update actions regrets:1303.83|10.616|560.487|190.822|50.4865|23.1704|0.591279|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.610019, regret:1303.83, randomc:0.353525
- total pot:200
- python rec ai action: check
- community cards:8h|3s|6d|
- mycard:1, range:0.609265
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.702|4.75285|0.518483|0.0264608|0|0|0|0|
- after update actions regrets:208.702|4.75285|0.518483|0.0264608|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.702, randomc:0.418032
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8h|3s|6d|9s|
- mycard:1, range:0.594182
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:75.9399|138.06|0|0|0|
- mycard range:0.594182
- update strategy
- iter:12000
- after update actions regrets:2058.97|2446.65|265.594|-5139.41|-239406|
- after update actions average regrets:3977.84|4880.38|1240.99|60.4886|0|
- AI take action:raise 100, probability:0.480457, regret:2446.65, randomc:0.76341
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1299 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Qh9c
- board: 8h3s6d9s
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 40850
- AI position:0
- AI card:Td|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53, randomc:0.625459
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.357661
- total pot:800
- python rec ai action: fold
- -------------- game: 1300 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6hTd,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 40650
- AI position:1
- AI card:8s|Tc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1457.09|8.9025|461.083|145.747|35.0499|32.1293|0|0|
- after update actions regrets:1457.09|8.9025|461.083|145.747|35.0499|32.1293|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.681478, regret:1457.09, randomc:0.639502
- total pot:200
- python rec ai action: check
- community cards:5h|3d|Ah|
- mycard:1, range:0.680882
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.823|0.176607|0|0|0|0|0|0|
- after update actions regrets:213.823|0.176607|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.823, randomc:0.433391
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5h|3d|Ah|4s|
- mycard:1, range:0.680321
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:28.0584|125.276|57.2616|3.4045|0|
- mycard range:0.680321
- update strategy
- iter:12000
- after update actions regrets:899.424|-3523.36|-5618.37|-13131.2|-135587|
- after update actions average regrets:10642.6|44.9923|0|0|0|
- AI take action:check, probability:0.995882, regret:899.424, randomc:0.440513
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5h|3d|Ah|4s|3c|
- mycard:1, range:0.677457
- before update actions:l|1|2|4|n|
- before update actions regrets:2.26376|100.432|76.7262|34.5782|0|
- mycard range:0.677457
- update strategy
- iter:12000
- after update actions regrets:396.288|-478.544|-313.249|-2393.4|-50785|
- after update actions average regrets:8839.18|1454.58|314.162|0|0|
- AI take action:check, probability:0.833318, regret:396.288, randomc:0.213474
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:229.102|-5554.9|-963.898|-1352.9|-14652.9|
- mycard range:0.677457
- update strategy
- iter:12000
- after update actions regrets:229.102|-10565.9|-1127.9|-772.898|-21961.9|
- after update actions average regrets:21210|0|0|0|0|
- AI take action:fold, probability:1, regret:229.102, randomc:0.737129
- total pot:400
- python rec ai action: fold
- -------------- game: 1301 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Tc8s
- board: 5h3dAh4s3c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 40550
- AI position:0
- AI card:Jc|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|69.4387|1337.06|720.649|12.855|0|0|0|0|
- after update actions regrets:0|69.4387|1337.06|720.649|12.855|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625351, regret:1337.06, randomc:0.0617458
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Js|Qh|4s|
- mycard:0, range:0.624793
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:137.917|63.9576|11.7875|0.337729|0|0|0|0|
- after update actions regrets:137.917|63.9576|11.7875|0.337729|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.649289, regret:137.917, randomc:0.597105
- total pot:400
- python rec ai action: check
- community cards:Js|Qh|4s|Ts|
- mycard:0, range:0.402662
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0284337|213.813|0.159028|0|0|0|
- mycard range:0.402662
- update strategy
- iter:12000
- after update actions regrets:-53872.1|10792.7|-29236|-45081.1|-61240.1|-767432|
- after update actions average regrets:0|10826|0|0|0|0|
- AI take action:call, probability:1, regret:10792.7, randomc:0.811015
- total pot:1200
- python rec ai action: call
- community cards:Js|Qh|4s|Ts|8d|
- mycard:0, range:0.402662
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0.1|0|0|0|
- mycard range:0.402662
- update strategy
- iter:12000
- after update actions regrets:222.411|-18298.4|-20667.5|-30129.5|-301091|
- after update actions average regrets:10691|0|0|0|0|
- AI take action:check, probability:1, regret:222.411, randomc:0.299224
- total pot:1200
- python rec ai action: check
- -------------- game: 1302 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: KcJc, 6s8c
- board: JsQh4sTs8d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:c
- total_win: 41150
- AI position:1
- AI card:3c|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1201.29|938.447|0.0815596|0.165659|0.0211861|0|0|0|0|
- after update actions regrets:1201.29|938.447|0.0815596|0.165659|0.0211861|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.561477, regret:1201.29, randomc:0.392259
- total pot:400
- python rec ai action: fold
- -------------- game: 1303 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9c3c
- board:
- action_history: 0:r300,1:f
- total_win: 41050
- AI position:0
- AI card:Ad|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673527, regret:1440.57, randomc:0.392259
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|9c|3c|
- mycard:0, range:0.673165
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:24.9188|132.255|52.5835|3.76529|0.178697|0.228593|0.00565178|0.06434|
- after update actions regrets:24.9188|132.255|52.5835|3.76529|0.178697|0.228593|0.00565178|0.06434|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625592, regret:132.255, randomc:0.398943
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:As|9c|3c|Td|
- mycard:0, range:0.416026
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:78.1114|23.6362|99.8954|12.3172|0.0397849|
- mycard range:0.416026
- update strategy
- iter:12000
- after update actions regrets:33041.6|21707.1|15876.4|-3813.18|-2.37644e+06|
- after update actions average regrets:2696.55|4539.72|2651.57|782.331|0|
- AI take action:check, probability:0.252718, regret:33041.6, randomc:0.0284819
- total pot:800
- python rec ai action: check
- community cards:As|9c|3c|Td|9h|
- mycard:0, range:0.105137
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.875|0.125204|0|0|0|
- mycard range:0.105137
- update strategy
- iter:12000
- after update actions regrets:-205124|10137.1|-171896|-347702|-404154|-717917|
- after update actions average regrets:0|10784|0|0|0|0|
- AI take action:call, probability:1, regret:10137.1, randomc:0.695064
- total pot:2400
- python rec ai action: call
- -------------- game: 1304 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: Ad7h, 5dAh
- board: As9c3cTd9h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:c
- total_win: 41050
- AI position:1
- AI card:Qs|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:12.8107|12.4632|928.292|518.185|254.12|405.535|6.70633|1.8881|
- after update actions regrets:12.8107|12.4632|928.292|518.185|254.12|405.535|6.70633|1.8881|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.242509, regret:518.185, randomc:0.530988
- total pot:600
- python rec ai action: raise 500
- -------------- game: 1305 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , AhQs
- board:
- action_history: 0:c,1:r500,0:f
- total_win: 41150
- AI position:0
- AI card:9s|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.245204, regret:524.661, randomc:0.195781
- total pot:150
- python rec ai action: fold
- -------------- game: 1306 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 4c9s,
- board:
- action_history: 0:f
- total_win: 41100
- AI position:1
- AI card:2s|2c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.6708|1724.24|3.15347|7.57962|398.057|2.30307|0|0|0|
- after update actions regrets:4.6708|1724.24|3.15347|7.57962|398.057|2.30307|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.186155, regret:398.057, randomc:0.94445
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1307 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 2s2c
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 41400
- AI position:0
- AI card:8s|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.198409, regret:424.344, randomc:0.997633
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ah|Qs|8c|
- mycard:0, range:0.198292
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.217|38.1884|4.4197|0.072831|0.083105|0.0125|0|0.00625|
- after update actions regrets:171.217|38.1884|4.4197|0.072831|0.083105|0.0125|0|0.00625|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.802817, regret:171.217, randomc:0.536665
- total pot:600
- python rec ai action: check
- community cards:Ah|Qs|8c|Kh|
- mycard:0, range:0.158649
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:118.012|95.7919|0.17969|0.0135135|0.00324324|
- mycard range:0.158649
- update strategy
- iter:12000
- after update actions regrets:3714.03|-83819.2|-163128|-122872|-1.0125e+06|
- after update actions average regrets:10956|0|0|0|0|
- AI take action:check, probability:1, regret:3714.03, randomc:0.983187
- total pot:600
- python rec ai action: check
- community cards:Ah|Qs|8c|Kh|7h|
- mycard:0, range:0.158649
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:212.344|1.51284|0.103349|0.0397002|0|
- mycard range:0.158649
- update strategy
- iter:12000
- after update actions regrets:907.084|-112163|-77585.2|-95567.2|-1.24405e+06|
- after update actions average regrets:10952|0|0|0|0|
- AI take action:check, probability:1, regret:907.084, randomc:0.00941556
- total pot:600
- python rec ai action: check
- -------------- game: 1308 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 8sJd, 9dQd
- board: AhQs8cKh7h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 41100
- AI position:1
- AI card:Qs|As
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.904319|5.89633|28.6983|2020.28|82.8168|0.0546063|0.0692199|1.27638|
- after update actions regrets:0|0.904319|5.89633|28.6983|2020.28|82.8168|0.0546063|0.0692199|1.27638|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.945693, regret:2020.28, randomc:0.128869
- total pot:1800
- python rec ai action: raise 1500
- opp action:raise 4500
- total pot:6000
- before update actions:d|l|2|n|
- before update actions regrets:1.45538|781.883|718.507|638.155|
- after update actions regrets:1.45538|781.883|718.507|638.155|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 13500, probability:0.335828, regret:718.507, randomc:0.65601
- total pot:18000
- python rec ai action: raise 13500
- -------------- game: 1309 -----------------
- win_money: 4500
- players: OpenStackTwo, Bot
- hand: , QsAs
- board:
- action_history: 0:r300,1:r1500,0:r4500,1:r13500,0:f
- total_win: 45600
- AI position:0
- AI card:9c|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.380908, regret:814.431, randomc:0.674326
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1310 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4d9c,
- board:
- action_history: 0:r200,1:f
- total_win: 45700
- AI position:1
- AI card:4c|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.050663
- total pot:400
- python rec ai action: fold
- -------------- game: 1311 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h4c
- board:
- action_history: 0:r300,1:f
- total_win: 45600
- AI position:0
- AI card:9s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.589|1347.81|670.756|8.84032|0|0|0|0|
- after update actions regrets:0|112.589|1347.81|670.756|8.84032|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.313524, regret:670.756, randomc:0.859064
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4d|5d|Th|
- mycard:0, range:0.313437
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:8.7955|200.728|3.41219|0|1.03982|0|0|0.0243902|
- after update actions regrets:8.7955|200.728|3.41219|0|1.03982|0|0|0.0243902|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.943396, regret:200.728, randomc:0.354372
- total pot:1800
- python rec ai action: call
- community cards:4d|5d|Th|5s|
- mycard:0, range:0.293999
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:7.21914|193.26|8.00577|5.51494|0|
- mycard range:0.293999
- update strategy
- iter:12000
- after update actions regrets:-8.01984|1256.02|-4544.23|-5327.72|-102030|
- after update actions average regrets:1053.44|9422.76|0|460.285|0|
- AI take action:raise 900, probability:0.861637, regret:1256.02, randomc:0.437031
- total pot:2700
- python rec ai action: raise 900
- opp action:call
- total pot:3600
- community cards:4d|5d|Th|5s|Js|
- mycard:0, range:0.253306
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:4.80407|70.6074|83.2523|38.9074|16.4288|
- mycard range:0.253306
- update strategy
- iter:12000
- after update actions regrets:-2706.36|278.439|2971.08|1473.45|-16181.7|
- after update actions average regrets:2731.72|1043.82|4010.9|3124.61|0|
- AI take action:raise 3600, probability:0.36762, regret:2971.08, randomc:0.440662
- total pot:7200
- python rec ai action: raise 3600
- -------------- game: 1312 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 9sKs,
- board: 4d5dTh5sJs
- action_history: 0:r300,1:c/1:r600,0:c/1:c,0:r900,1:c/1:c,0:r3600,1:f
- total_win: 47400
- AI position:1
- AI card:7c|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.95963|1387.8|2.803|10.1443|699.716|29.2272|0|0|0.353417|
- after update actions regrets:9.95963|1387.8|2.803|10.1443|699.716|29.2272|0|0|0.353417|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.327247, regret:699.716, randomc:0.85454
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:Kc|Td|Ts|
- mycard:1, range:0.32697
- before update actions:l|1|2|4|8|n|
- before update actions regrets:98.79|110.816|4.21303|0.0523586|0.123038|0.00532712|
- after update actions regrets:98.79|110.816|4.21303|0.0523586|0.123038|0.00532712|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.518868, regret:110.816, randomc:0.880765
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:Kc|Td|Ts|Jh|
- mycard:1, range:0.169316
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:1.0811|126.316|86.5612|0.0418542|0|
- mycard range:0.169316
- update strategy
- iter:12000
- after update actions regrets:58272.3|-62206.4|-228141|-535993|-2.07717e+06|
- after update actions average regrets:8598.67|1412.29|641.88|0|0|
- AI take action:check, probability:0.807248, regret:58272.3, randomc:0.566233
- total pot:6000
- python rec ai action: check
- opp action:check
- total pot:6000
- community cards:Kc|Td|Ts|Jh|Kh|
- mycard:1, range:0.136667
- before update actions:l|1|2|4|n|
- before update actions regrets:1.45608|168.603|21.817|4.17251|17.9516|
- mycard range:0.136667
- update strategy
- iter:12000
- after update actions regrets:-83509.9|46331.3|49139.4|-71409.1|-176777|
- after update actions average regrets:109.288|7083.39|3270.24|149.017|0|
- AI take action:raise 6000, probability:0.308171, regret:49139.4, randomc:0.965582
- total pot:12000
- python rec ai action: raise 6000
- -------------- game: 1313 -----------------
- win_money: 3000
- players: OpenStackTwo, Bot
- hand: , 8c7c
- board: KcTdTsJhKh
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:c/1:c,0:c/1:r6000,0:f
- total_win: 50400
- AI position:0
- AI card:6h|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.225444, regret:482.394, randomc:0.910304
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1314 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6h9h,
- board:
- action_history: 0:r300,1:f
- total_win: 50500
- AI position:1
- AI card:9c|Jh
- -------------- game: 1315 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9cJh
- board:
- action_history: 0:f
- total_win: 50550
- AI position:0
- AI card:2s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.818437, regret:1749.72, randomc:0.0343446
- total pot:150
- python rec ai action: fold
- -------------- game: 1316 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s5d,
- board:
- action_history: 0:f
- total_win: 50500
- AI position:1
- AI card:9s|Kc
- -------------- game: 1317 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9sKc
- board:
- action_history: 0:f
- total_win: 50550
- AI position:0
- AI card:5s|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.249766, regret:534.395, randomc:0.961942
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ac|Qh|Jc|
- mycard:0, range:0.249717
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:58.5195|8.3478|47.3487|78.8888|20.4466|0.448623|0|0|
- after update actions regrets:58.5195|8.3478|47.3487|78.8888|20.4466|0.448623|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2400, probability:0.0947867, regret:20.4466, randomc:0.945511
- total pot:3000
- python rec ai action: raise 2400
- -------------- game: 1318 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 4c5s,
- board: AcQhJc
- action_history: 0:r300,1:c/1:c,0:r2400,1:f
- total_win: 50850
- AI position:1
- AI card:Kd|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.374357, regret:800.02, randomc:0.00192993
- total pot:600
- python rec ai action: call
- community cards:5d|Jc|5c|
- mycard:1, range:0.373841
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.843|6.32927|0.449791|0.183777|0.0688856|0.0307274|0.0115135|0.0831056|
- after update actions regrets:206.843|6.32927|0.449791|0.183777|0.0688856|0.0307274|0.0115135|0.0831056|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.843, randomc:0.879109
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5d|Jc|5c|2s|
- mycard:1, range:0.361338
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.253|1.41432|0.24679|0.0856596|0|
- mycard range:0.361338
- update strategy
- iter:12000
- after update actions regrets:14060.8|-19546|-94481.2|-39200.3|-228254|
- after update actions average regrets:10100.7|90.0489|0|139.742|0|
- AI take action:check, probability:0.977829, regret:14060.8, randomc:0.820328
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3120.9|5205.88|6173.27|3088.91|-37564.7|
- mycard range:0.361338
- update strategy
- iter:12000
- after update actions regrets:4123.49|8184.47|5016.86|1818.5|-38642.1|
- after update actions average regrets:6805.47|8252.03|5137.68|619.738|0|
- AI take action:call, probability:0.396483, regret:8184.47, randomc:0.400781
- total pot:1800
- python rec ai action: call
- community cards:5d|Jc|5c|2s|9h|
- mycard:1, range:0.140065
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.140065
- update strategy
- iter:12000
- after update actions regrets:819.146|-13941.9|-26138.9|-59085.9|-106801|
- after update actions average regrets:10464|0|0|0|0|
- AI take action:check, probability:1, regret:819.146, randomc:0.542482
- total pot:1800
- python rec ai action: check
- -------------- game: 1319 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 4c6c, QhKd
- board: 5dJc5c2s9h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 51750
- AI position:0
- AI card:3h|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions regrets:0|142.169|1386.88|601.27|9.49586|0.184174|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.281104, regret:601.27, randomc:0.972377
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|2036.37|103.013|0.621018|
- after update actions regrets:0|2036.37|103.013|0.621018|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.951847, regret:2036.37, randomc:0.0378794
- total pot:1800
- python rec ai action: call
- community cards:2c|9d|Jd|
- mycard:0, range:0.267361
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.601|0.20171|0.1972|0|0|0|
- after update actions regrets:213.601|0.20171|0.1972|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.601, randomc:0.787018
- total pot:3600
- python rec ai action: fold
- -------------- game: 1320 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 3hAh,
- board: 2c9dJd
- action_history: 0:r300,1:r900,0:c/1:r1800,0:f
- total_win: 50850
- AI position:1
- AI card:Qc|3d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985026, regret:2105.62, randomc:0.636693
- total pot:200
- python rec ai action: check
- community cards:Kd|2d|7h|
- mycard:1, range:0.983933
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.724|1.61279|0.407289|0.115391|0.11485|0.0256587|0|0|
- after update actions regrets:211.724|1.61279|0.407289|0.115391|0.11485|0.0256587|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.724, randomc:0.704319
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|2d|7h|Qd|
- mycard:1, range:0.973469
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:49.5315|111.484|52.9849|0|0|
- mycard range:0.973469
- update strategy
- iter:12000
- after update actions regrets:2673.73|1238.94|145.439|-3324.55|-238138|
- after update actions average regrets:6564.76|2736.33|774.85|28.7023|0|
- AI take action:check, probability:0.649772, regret:2673.73, randomc:0.406575
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|2d|7h|Qd|Ks|
- mycard:1, range:0.632441
- before update actions:l|1|2|4|n|
- before update actions regrets:0.616486|6.94744|99.8594|106.577|0|
- mycard range:0.632441
- update strategy
- iter:12000
- after update actions regrets:363.509|377.84|771.752|359.469|-67588.1|
- after update actions average regrets:2755.1|2387.03|3119.08|2013.43|0|
- AI take action:check, probability:0.268153, regret:363.509, randomc:0.0349241
- total pot:200
- python rec ai action: check
- -------------- game: 1321 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: Jh8d, Qc3d
- board: Kd2d7hQdKs
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 50950
- AI position:0
- AI card:As|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions regrets:0|99.4158|1710.22|327.209|3.0153|0.144727|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.799439, regret:1710.22, randomc:0.601151
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1322 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: As4h,
- board:
- action_history: 0:r200,1:f
- total_win: 51050
- AI position:1
- AI card:Jc|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.863828, regret:1846.96, randomc:0.445284
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:7d|9h|6d|
- mycard:1, range:0.863064
- before update actions:l|1|2|4|8|n|
- before update actions regrets:132.353|15.2158|61.2836|4.62279|0.352094|0.172695|
- after update actions regrets:132.353|15.2158|61.2836|4.62279|0.352094|0.172695|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.622642, regret:132.353, randomc:0.601702
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:7d|9h|6d|Ac|
- mycard:1, range:0.533781
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:213.117|0.796245|0.0177821|0.0418749|0.0267264|
- mycard range:0.533781
- update strategy
- iter:12000
- after update actions regrets:18444.4|-33051.9|-534422|-702942|-2.62138e+06|
- after update actions average regrets:10277.9|127.219|0|0|0|
- AI take action:check, probability:0.987793, regret:18444.4, randomc:0.636067
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:7d|9h|6d|Ac|Ad|
- mycard:1, range:0.527255
- before update actions:l|1|2|4|n|
- before update actions regrets:3.44185|0.0261245|210.34|0.192034|0|
- mycard range:0.527255
- update strategy
- iter:12000
- after update actions regrets:-83775|13030.5|-400566|-1.41079e+06|-2.78367e+06|
- after update actions average regrets:693.822|9793.28|0|0|0|
- AI take action:raise 1500, probability:0.933912, regret:13030.5, randomc:0.638112
- total pot:4500
- python rec ai action: raise 1500
- -------------- game: 1323 -----------------
- win_money: 3000
- players: OpenStackTwo, Bot
- hand: 3h3d, JdJc
- board: 7d9h6dAcAd
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:c/1:r1500,0:c
- total_win: 54050
- AI position:0
- AI card:6s|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.715154, regret:1529.43, randomc:0.404371
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1324 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6s7c,
- board:
- action_history: 0:r200,1:f
- total_win: 54150
- AI position:1
- AI card:Js|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.863828, regret:1846.96, randomc:0.803969
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1325 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , JsJd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 54450
- AI position:0
- AI card:2s|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.747777, regret:1598.06, randomc:0.380465
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1326 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ad2s,
- board:
- action_history: 0:r200,1:f
- total_win: 54550
- AI position:1
- AI card:As|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.889565, regret:1901.23, randomc:0.229739
- total pot:600
- python rec ai action: call
- community cards:7c|Kc|Js|
- mycard:1, range:0.888424
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:166.977|40.3498|6.01145|0.475257|0.163303|0|0|0.0234296|
- after update actions regrets:166.977|40.3498|6.01145|0.475257|0.163303|0|0|0.0234296|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.783019, regret:166.977, randomc:0.410925
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7c|Kc|Js|9s|
- mycard:1, range:0.693206
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:65.9272|75.9745|56.5796|15.5187|0|
- mycard range:0.693206
- update strategy
- iter:12000
- after update actions regrets:6161.74|7676.78|6172.39|-10820.7|-1.36503e+06|
- after update actions average regrets:7623.05|1311.82|1606.83|0|0|
- AI take action:raise 300, probability:0.124383, regret:7676.78, randomc:0.804856
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1327 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 5cAs
- board: 7cKcJs9s
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 54850
- AI position:0
- AI card:2s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.877341, regret:1874.7, randomc:0.630884
- total pot:150
- python rec ai action: fold
- -------------- game: 1328 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 9h2s,
- board:
- action_history: 0:f
- total_win: 54800
- AI position:1
- AI card:8c|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.797753, regret:1704.63, randomc:0.630884
- total pot:600
- python rec ai action: call
- community cards:Ac|8h|4c|
- mycard:1, range:0.796555
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:147.468|29.9168|26.576|7.22084|2.18399|0.274035|0.225842|0.134247|
- after update actions regrets:147.468|29.9168|26.576|7.22084|2.18399|0.274035|0.225842|0.134247|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.696682, regret:147.468, randomc:0.502441
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.144455|5.01564|142.757|65.4612|0.622028|
- after update actions regrets:0.144455|5.01564|142.757|65.4612|0.622028|
- after update actions average regrets:0|0|0|0|0|
- AI take action:raise 1500, probability:0.669811, regret:142.757, randomc:0.593188
- total pot:2700
- python rec ai action: raise 1500
- opp action:call
- total pot:3600
- community cards:Ac|8h|4c|3c|
- mycard:1, range:0.36617
- turn subgame infoset node:562080
- before update actions:l|1|2|4|n|
- before update actions regrets:14.4042|194.819|4.31736|0.363949|0.095064|
- mycard range:0.36617
- update strategy
- iter:12000
- after update actions regrets:12375.1|10498.5|5085.03|-8154.92|-39081.2|
- after update actions average regrets:4342.92|2956.61|1857.82|1255.57|41.7722|
- AI take action:check, probability:0.415463, regret:12375.1, randomc:0.223231
- total pot:3600
- python rec ai action: check
- opp action:check
- total pot:3600
- community cards:Ac|8h|4c|3c|4d|
- mycard:1, range:0.152109
- before update actions:l|1|2|4|n|
- before update actions regrets:4.13231|208.76|1.05897|0.0492174|0|
- mycard range:0.152109
- update strategy
- iter:12000
- after update actions regrets:3710.4|1755.03|1252.03|-9503.68|-120790|
- after update actions average regrets:5460.38|1274.66|3800.32|0.348198|0|
- AI take action:check, probability:0.518322, regret:3710.4, randomc:0.244573
- total pot:3600
- python rec ai action: check
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:-33980.1|639.811|-13295|-31478|-30084|
- mycard range:0.152109
- update strategy
- iter:12000
- after update actions regrets:-53079.1|639.811|-28683|-62738|-84274|
- after update actions average regrets:0|20892.3|0|16.6769|0|
- AI take action:call, probability:0.999235, regret:639.811, randomc:0.355084
- total pot:10800
- python rec ai action: call
- -------------- game: 1329 -----------------
- win_money: -5400
- players: OpenStackTwo, Bot
- hand: 4s4h, Ad8c
- board: Ac8h4c3c4d
- action_history: 0:r300,1:c/1:c,0:r600,1:r1500,0:c/1:c,0:c/1:c,0:r3600,1:c
- total_win: 49400
- AI position:0
- AI card:2c|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|174.397|1276.01|672.003|17.149|0.441632|0|0|0|
- after update actions regrets:0|174.397|1276.01|672.003|17.149|0.441632|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.59654, regret:1276.01, randomc:0.362702
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1330 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 2c7c,
- board:
- action_history: 0:r200,1:f
- total_win: 49500
- AI position:1
- AI card:Ac|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:991.612|8.52873|682.716|305.995|74.4531|76.5456|0.149574|0|
- after update actions regrets:991.612|8.52873|682.716|305.995|74.4531|76.5456|0.149574|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.463951, regret:991.612, randomc:0.321975
- total pot:200
- python rec ai action: check
- community cards:2s|9d|5h|
- mycard:1, range:0.46337
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.82|1.30108|0.762839|0.0702702|0.0460184|0|0|0|
- after update actions regrets:211.82|1.30108|0.762839|0.0702702|0.0460184|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.82, randomc:0.214654
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2s|9d|5h|Kc|
- mycard:1, range:0.458649
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.917|0.0601868|0|0.0227893|0|
- mycard range:0.458649
- update strategy
- iter:12000
- after update actions regrets:2398.06|-242.796|-1201.86|-2727.83|-176457|
- after update actions average regrets:7565.95|2132.35|561.853|0|0|
- AI take action:check, probability:0.737473, regret:2398.06, randomc:0.648379
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2s|9d|5h|Kc|Th|
- mycard:1, range:0.338213
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.338213
- update strategy
- iter:12000
- after update actions regrets:218.449|-5214.55|-8977.55|-10896.6|-185088|
- after update actions average regrets:10118|0|0|0|0|
- AI take action:check, probability:1, regret:218.449, randomc:0.486027
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:202.434|150.654|-1010.96|-1799.96|-64139|
- mycard range:0.338213
- update strategy
- iter:12000
- after update actions regrets:340.766|100.986|-1403.62|-3544.62|-124868|
- after update actions average regrets:14557.3|5760.86|0|0|0|
- AI take action:fold, probability:0.716494, regret:340.766, randomc:0.0502913
- total pot:400
- python rec ai action: fold
- -------------- game: 1331 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ac8h
- board: 2s9d5hKcTh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 49400
- AI position:0
- AI card:Qs|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54, randomc:0.61042
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.23|0|3.77305|0|
- after update actions regrets:2136.23|0|3.77305|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.23, randomc:0.0716597
- total pot:800
- python rec ai action: fold
- -------------- game: 1332 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qs4h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 49200
- AI position:1
- AI card:4s|Ts
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:205.819|1859.86|0.571328|1.20151|69.3864|3.16083|0|0|0|
- after update actions regrets:205.819|1859.86|0.571328|1.20151|69.3864|3.16083|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.869911, regret:1859.86, randomc:0.575517
- total pot:600
- python rec ai action: call
- community cards:Ac|7h|6c|
- mycard:1, range:0.869094
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.532|5.15088|1.1905|0|0.126786|0|0|0|
- after update actions regrets:207.532|5.15088|1.1905|0|0.126786|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971831, regret:207.532, randomc:0.122985
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|7h|6c|2h|
- mycard:1, range:0.842825
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:14.6228|192.275|6.71941|0.382593|0|
- mycard range:0.842825
- update strategy
- iter:12000
- after update actions regrets:3924.04|-50405.3|-143082|-185044|-975088|
- after update actions average regrets:10710|0|0|0|0|
- AI take action:check, probability:1, regret:3924.04, randomc:0.811431
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|7h|6c|2h|8d|
- mycard:1, range:0.842825
- before update actions:l|1|2|4|n|
- before update actions regrets:0.1341|72.3052|108.008|33.5529|0|
- mycard range:0.842825
- update strategy
- iter:12000
- after update actions regrets:8559.1|4986.27|-1327.03|2772.52|-289375|
- after update actions average regrets:4262.97|3552.8|1533.08|1213.95|0|
- AI take action:check, probability:0.403598, regret:8559.1, randomc:0.209343
- total pot:600
- python rec ai action: check
- -------------- game: 1333 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: KdJd, 4sTs
- board: Ac7h6c2h8d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48900
- AI position:0
- AI card:3c|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0982686, regret:210.281, randomc:0.91544
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1334 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9d3c,
- board:
- action_history: 0:r300,1:f
- total_win: 49000
- AI position:1
- AI card:Ac|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.866635, regret:1852.02, randomc:0.785524
- total pot:600
- python rec ai action: call
- community cards:8c|7h|6h|
- mycard:1, range:0.865432
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.547|10.9131|2.37753|0.0519745|0.0451348|0.0296639|0.0342801|0.00110159|
- after update actions regrets:200.547|10.9131|2.37753|0.0519745|0.0451348|0.0296639|0.0342801|0.00110159|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.547, randomc:0.201707
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:42.3409|166.555|4.33892|0.473198|0.291982|
- after update actions regrets:42.3409|166.555|4.33892|0.473198|0.291982|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.783019, regret:166.555, randomc:0.418537
- total pot:1800
- python rec ai action: call
- community cards:8c|7h|6h|2h|
- mycard:1, range:0.631218
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.836|0.122858|0.0369295|0.00380893|0|
- mycard range:0.631218
- update strategy
- iter:12000
- after update actions regrets:5630.06|1401.35|-29534.7|-47400.8|-559121|
- after update actions average regrets:8840.28|1572.06|0|0|0|
- AI take action:check, probability:0.84902, regret:5630.06, randomc:0.00915869
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:8c|7h|6h|2h|5s|
- mycard:1, range:0.535917
- before update actions:l|1|2|4|n|
- before update actions regrets:213.91|0.0560969|0.012187|0.0220729|0|
- mycard range:0.535917
- update strategy
- iter:12000
- after update actions regrets:444.071|-22411.8|-21420.8|-39595.8|-68547.8|
- after update actions average regrets:10389|0|0|0|0|
- AI take action:check, probability:1, regret:444.071, randomc:0.304739
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:1504.25|283.085|-7937.74|-7253.74|-6674.64|
- mycard range:0.535917
- update strategy
- iter:12000
- after update actions regrets:-743.582|1969.26|-9092.57|-14560.6|-12933.5|
- after update actions average regrets:11052.8|9804.64|0|0|0|
- AI take action:fold, probability:0.529919, regret:-743.582, randomc:0.0935723
- total pot:3600
- python rec ai action: fold
- -------------- game: 1335 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , Ac6d
- board: 8c7h6h2h5s
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:r1800,1:f
- total_win: 48100
- AI position:0
- AI card:Th|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|50.7039|1279.99|795.768|13.5389|0|0|0|0|
- after update actions regrets:0|50.7039|1279.99|795.768|13.5389|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.598503, regret:1279.99, randomc:0.222136
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kd|Qh|6h|
- mycard:0, range:0.598126
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:148.789|62.523|2.47843|0.0766771|0.0932192|0.00462185|0.0170168|0.0180072|
- after update actions regrets:148.789|62.523|2.47843|0.0766771|0.0932192|0.00462185|0.0170168|0.0180072|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.698113, regret:148.789, randomc:0.490734
- total pot:400
- python rec ai action: check
- community cards:Kd|Qh|6h|Ad|
- mycard:0, range:0.415862
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|4.31394|191.734|17.9525|0|
- mycard range:0.415862
- update strategy
- iter:12000
- after update actions regrets:-4515.84|-42581.5|50537.9|-37647.9|-2.45721e+06|
- after update actions average regrets:1206.41|1481.6|6604.96|1413.15|0|
- AI take action:raise 200, probability:0.138359, regret:-42581.5, randomc:0.128874
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1336 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: ThAh,
- board: KdQh6hAd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 48300
- AI position:1
- AI card:Jd|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.863828, regret:1846.96, randomc:0.293258
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:7d|Ad|2c|
- mycard:1, range:0.863064
- before update actions:l|1|2|4|8|n|
- before update actions regrets:188.443|24.6194|0.646646|0.177752|0.077023|0.0364178|
- after update actions regrets:188.443|24.6194|0.646646|0.177752|0.077023|0.0364178|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.113208, regret:24.6194, randomc:0.991366
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:7d|Ad|2c|7c|
- mycard:1, range:0.0992902
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:188.132|25.8585|0.00938435|0|0|
- mycard range:0.0992902
- update strategy
- iter:12000
- after update actions regrets:18652.3|-384992|-1.59064e+06|-2.78758e+06|-4.10647e+06|
- after update actions average regrets:10593|0|0|0|0|
- AI take action:check, probability:1, regret:18652.3, randomc:0.185733
- total pot:6000
- python rec ai action: check
- opp action:check
- total pot:6000
- community cards:7d|Ad|2c|7c|Qc|
- mycard:1, range:0.0992902
- before update actions:l|1|2|4|n|
- before update actions regrets:173.588|34.3634|6.04811|0|0|
- mycard range:0.0992902
- update strategy
- iter:12000
- after update actions regrets:5139.1|-768035|-2.15016e+06|-3.00799e+06|-3.18852e+06|
- after update actions average regrets:10343|0|0|0|0|
- AI take action:check, probability:1, regret:5139.1, randomc:0.139552
- total pot:6000
- python rec ai action: check
- -------------- game: 1337 -----------------
- win_money: -3000
- players: OpenStackTwo, Bot
- hand: As2s, JhJd
- board: 7dAd2c7cQc
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:c/1:c,0:c/1:c,0:c
- total_win: 45300
- AI position:0
- AI card:5c|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65, randomc:0.604559
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6s|2c|9h|
- mycard:0, range:0.690958
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:8.8232|151.118|53.4463|0.316691|0.29552|0|0|0|
- after update actions regrets:8.8232|151.118|53.4463|0.316691|0.29552|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.712264, regret:151.118, randomc:0.254341
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1338 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5c8d,
- board: 6s2c9h
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 45500
- AI position:1
- AI card:8d|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.5505|1601.62|3.25274|9.73705|506.726|8.11573|0|0|0|
- after update actions regrets:10.5505|1601.62|3.25274|9.73705|506.726|8.11573|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.749181, regret:1601.62, randomc:0.318703
- total pot:600
- python rec ai action: call
- community cards:2h|5c|2d|
- mycard:1, range:0.74842
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:199.659|13.2029|1.10316|0.0320365|0.00270494|0|0|0|
- after update actions regrets:199.659|13.2029|1.10316|0.0320365|0.00270494|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.934272, regret:199.659, randomc:0.918386
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:212.743|0.854753|0.269875|0.132256|0|
- after update actions regrets:212.743|0.854753|0.269875|0.132256|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:212.743, randomc:0.845614
- total pot:1200
- python rec ai action: fold
- -------------- game: 1339 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 8dQd
- board: 2h5c2d
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 45200
- AI position:0
- AI card:9s|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.357043, regret:763.894, randomc:0.809332
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7d|7s|Js|
- mycard:0, range:0.35696
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.545|0.0705043|0.185589|0.0706826|0.0144409|0.0310533|0.0120767|0.0702483|
- after update actions regrets:213.545|0.0705043|0.185589|0.0706826|0.0144409|0.0310533|0.0120767|0.0702483|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.545, randomc:0.63302
- total pot:600
- python rec ai action: check
- community cards:7d|7s|Js|5s|
- mycard:0, range:0.356202
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:210.305|3.30003|0.33169|0|0.0628571|
- mycard range:0.356202
- update strategy
- iter:12000
- after update actions regrets:7223.43|-66707.6|-128930|-206019|-1.89247e+06|
- after update actions average regrets:10948|0|0|0|0|
- AI take action:check, probability:1, regret:7223.43, randomc:0.156324
- total pot:600
- python rec ai action: check
- community cards:7d|7s|Js|5s|Kh|
- mycard:0, range:0.356202
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:176.337|2.92285|8.35485|23.346|3.03976|0|
- mycard range:0.356202
- update strategy
- iter:12000
- after update actions regrets:534.851|-6452.56|-10608.1|-10127.1|-20935.4|-29923.5|
- after update actions average regrets:10873|0|0|0|0|0|
- AI take action:fold, probability:1, regret:534.851, randomc:0.209057
- total pot:1200
- python rec ai action: fold
- -------------- game: 1340 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 9sAc,
- board: 7d7sJs5sKh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:f
- total_win: 44900
- AI position:1
- AI card:4s|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.774556, regret:1656.29, randomc:0.176565
- total pot:400
- python rec ai action: fold
- -------------- game: 1341 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5h4s
- board:
- action_history: 0:r300,1:f
- total_win: 44800
- AI position:0
- AI card:8h|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions regrets:0|121.742|1362.07|650.229|5.86821|0.0946293|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637044, regret:1362.07, randomc:0.0769871
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|Jd|Jc|
- mycard:0, range:0.63648
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.538|0.416904|0.463329|0.563546|0.000546448|0.0174863|0|0|
- after update actions regrets:212.538|0.416904|0.463329|0.563546|0.000546448|0.0174863|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.538, randomc:0.211954
- total pot:400
- python rec ai action: check
- community cards:9d|Jd|Jc|3c|
- mycard:0, range:0.632132
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.904|0.0802023|0.0156041|0|0|
- mycard range:0.632132
- update strategy
- iter:12000
- after update actions regrets:3799.72|-68147.1|-97196.2|-140128|-4.3257e+06|
- after update actions average regrets:10669|95.2081|0|0|0|
- AI take action:check, probability:0.991174, regret:3799.72, randomc:0.0780245
- total pot:400
- python rec ai action: check
- community cards:9d|Jd|Jc|3c|7h|
- mycard:0, range:0.626541
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0|0.1|0|0|
- mycard range:0.626541
- update strategy
- iter:12000
- after update actions regrets:493.844|-79308.1|-81406|-118595|-903598|
- after update actions average regrets:10423|0|0|0|0|
- AI take action:check, probability:1, regret:493.844, randomc:0.179827
- total pot:400
- python rec ai action: check
- -------------- game: 1342 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kh8h, As8d
- board: 9dJdJc3c7h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 44600
- AI position:1
- AI card:9c|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.83536, regret:1786.01, randomc:0.623394
- total pot:600
- python rec ai action: call
- community cards:Qh|Ks|5h|
- mycard:1, range:0.834583
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.92|1.52047|0.238448|0.0804871|0.0241177|0.0722753|0.0393882|0.105148|
- after update actions regrets:211.92|1.52047|0.238448|0.0804871|0.0241177|0.0722753|0.0393882|0.105148|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.92, randomc:0.164896
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qh|Ks|5h|9h|
- mycard:1, range:0.82647
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:69.2076|64.0646|11.5317|69.1962|0|
- mycard range:0.82647
- update strategy
- iter:12000
- after update actions regrets:22651.4|17798.2|7742.71|-30600.6|-1.32423e+06|
- after update actions average regrets:5602.91|3552.84|1237.98|35.9541|0|
- AI take action:check, probability:0.537311, regret:22651.4, randomc:0.505111
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qh|Ks|5h|9h|5s|
- mycard:1, range:0.443986
- before update actions:l|1|2|4|n|
- before update actions regrets:104.564|55.7734|53.1451|0.517912|0|
- mycard range:0.443986
- update strategy
- iter:12000
- after update actions regrets:6350.33|-38600.6|-14393.2|-59842.9|-974668|
- after update actions average regrets:9218.65|61.8168|984.168|0|0|
- AI take action:check, probability:0.898178, regret:6350.33, randomc:0.51127
- total pot:600
- python rec ai action: check
- -------------- game: 1343 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: Qs7c, Kh9c
- board: QhKs5h9h5s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 44900
- AI position:0
- AI card:2c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.139448, regret:298.825, randomc:0.0949852
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1734.67|345.092|4.46795|55.7745|0|
- after update actions regrets:1734.67|345.092|4.46795|55.7745|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.811038, regret:1734.67, randomc:0.741838
- total pot:400
- python rec ai action: fold
- -------------- game: 1344 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: 2cQh,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 44800
- AI position:1
- AI card:2c|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1484.22|549.287|0.106447|0.172662|95.542|10.6707|0|0|0|
- after update actions regrets:1484.22|549.287|0.106447|0.172662|95.542|10.6707|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.694107, regret:1484.22, randomc:0.423617
- total pot:400
- python rec ai action: fold
- -------------- game: 1345 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c5c
- board:
- action_history: 0:r300,1:f
- total_win: 44700
- AI position:0
- AI card:Ks|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions regrets:0|116.085|1502.89|515.319|5.61958|0.0863378|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.240879, regret:515.319, randomc:0.794826
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|1804.41|335.587|0|
- after update actions regrets:0|1804.41|335.587|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.843385, regret:1804.41, randomc:0.583085
- total pot:1800
- python rec ai action: call
- community cards:2d|5s|8h|
- mycard:0, range:0.203041
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:173.104|30.5268|10.3186|0.00875912|0|0.0419708|
- after update actions regrets:173.104|30.5268|10.3186|0.00875912|0|0.0419708|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:fold, probability:0.812207, regret:173.104, randomc:0.346949
- total pot:3600
- python rec ai action: fold
- -------------- game: 1346 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: KsTh,
- board: 2d5s8h
- action_history: 0:r300,1:r900,0:c/1:r1800,0:f
- total_win: 43800
- AI position:1
- AI card:5s|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.981651
- total pot:400
- python rec ai action: fold
- -------------- game: 1347 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5s9d
- board:
- action_history: 0:r300,1:f
- total_win: 43700
- AI position:0
- AI card:3d|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17, randomc:0.748733
- total pot:150
- python rec ai action: fold
- -------------- game: 1348 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3d7h,
- board:
- action_history: 0:f
- total_win: 43650
- AI position:1
- AI card:2s|Jc
- -------------- game: 1349 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 2sJc
- board:
- action_history: 0:f
- total_win: 43700
- AI position:0
- AI card:Ks|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7, randomc:0.610723
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2c|Ad|Ts|
- mycard:0, range:0.615747
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:174.443|37.5852|1.94124|0.0307957|0|0|0|0|
- after update actions regrets:174.443|37.5852|1.94124|0.0307957|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.820755, regret:174.443, randomc:0.443558
- total pot:400
- python rec ai action: check
- community cards:2c|Ad|Ts|8s|
- mycard:0, range:0.501928
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.602|0.369605|0.0285714|0|0|
- mycard range:0.501928
- update strategy
- iter:12000
- after update actions regrets:7116.69|1080.46|-70855.9|-148815|-3.38756e+06|
- after update actions average regrets:10166.3|770.158|0|0|0|
- AI take action:check, probability:0.92959, regret:7116.69, randomc:0.847312
- total pot:400
- python rec ai action: check
- community cards:2c|Ad|Ts|8s|7h|
- mycard:0, range:0.466582
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.466582
- update strategy
- iter:12000
- after update actions regrets:5247.78|-79838.2|-85191.2|-175351|-1.22733e+06|
- after update actions average regrets:10800|0|0|0|0|
- AI take action:check, probability:1, regret:5247.78, randomc:0.794689
- total pot:400
- python rec ai action: check
- -------------- game: 1350 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: QcKs, 9d7c
- board: 2cAdTs8s7h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 43500
- AI position:1
- AI card:6c|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions regrets:1301.97|833.847|0.0297786|0.310182|0.109626|3.73374|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.608797, regret:1301.97, randomc:0.0579049
- total pot:400
- python rec ai action: fold
- -------------- game: 1351 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6c8d
- board:
- action_history: 0:r300,1:f
- total_win: 43400
- AI position:0
- AI card:6d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5, randomc:0.0579049
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1896.38|242.445|1.1791|0|
- after update actions regrets:1896.38|242.445|1.1791|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.886396, regret:1896.38, randomc:0.276208
- total pot:800
- python rec ai action: fold
- -------------- game: 1352 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6dQh,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 43200
- AI position:1
- AI card:Qs|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.545736
- total pot:400
- python rec ai action: fold
- -------------- game: 1353 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qs2h
- board:
- action_history: 0:r300,1:f
- total_win: 43100
- AI position:0
- AI card:9d|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.245204, regret:524.661, randomc:0.150216
- total pot:150
- python rec ai action: fold
- -------------- game: 1354 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 4h9d,
- board:
- action_history: 0:f
- total_win: 43050
- AI position:1
- AI card:8c|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.659803, regret:1410.38, randomc:0.0737153
- total pot:200
- python rec ai action: check
- community cards:5h|Ah|Ts|
- mycard:1, range:0.659057
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.72|1.00077|0.275076|0.00418|0|0|0|0|
- after update actions regrets:212.72|1.00077|0.275076|0.00418|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.72, randomc:0.0583143
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5h|Ah|Ts|Td|
- mycard:1, range:0.655115
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:136.887|77.0663|0.0463607|0|0|
- mycard range:0.655115
- update strategy
- iter:12000
- after update actions regrets:639.738|115.917|-6985.1|-10037.1|-239994|
- after update actions average regrets:9974.7|230.909|0|0|0|
- AI take action:check, probability:0.97746, regret:639.738, randomc:0.247826
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:200.784|561.176|-1360.08|-2384.88|-51204|
- mycard range:0.655115
- update strategy
- iter:12000
- after update actions regrets:146.352|622.744|-1356.51|-2632.31|-51141.4|
- after update actions average regrets:5788.09|15301.5|12.4641|0|0|
- AI take action:call, probability:0.725132, regret:622.744, randomc:0.324969
- total pot:600
- python rec ai action: call
- community cards:5h|Ah|Ts|Td|Ac|
- mycard:1, range:0.464288
- before update actions:l|1|2|4|n|
- before update actions regrets:132.818|81.1819|0|0|0|
- mycard range:0.464288
- update strategy
- iter:12000
- after update actions regrets:142.853|177.217|-1810.96|-5096.96|-10807|
- after update actions average regrets:3692.69|6692.72|0|0|0|
- AI take action:raise 300, probability:0.644453, regret:177.217, randomc:0.969079
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1355 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: Tc2s, 8cKh
- board: 5hAhTsTdAc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:c/1:r300,0:c
- total_win: 42450
- AI position:0
- AI card:3s|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17, randomc:0.0940369
- total pot:150
- python rec ai action: fold
- -------------- game: 1356 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7d3s,
- board:
- action_history: 0:f
- total_win: 42400
- AI position:1
- AI card:5d|6d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1005.27|12.0816|594.129|284.151|127.13|117.218|0.0257479|0|
- after update actions regrets:1005.27|12.0816|594.129|284.151|127.13|117.218|0.0257479|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.469846, regret:1005.27, randomc:0.295217
- total pot:200
- python rec ai action: check
- community cards:6c|Jc|Ks|
- mycard:1, range:0.46975
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.392|1.05654|0.386278|0.124104|0.0409172|0|0|0|
- after update actions regrets:212.392|1.05654|0.386278|0.124104|0.0409172|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.392, randomc:0.00265776
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|Jc|Ks|4s|
- mycard:1, range:0.466221
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:134.086|79.669|0.238381|0.00636311|0|
- mycard range:0.466221
- update strategy
- iter:12000
- after update actions regrets:1615.14|-427.272|-2700.7|-8628.94|-139846|
- after update actions average regrets:8337.55|1428.84|157.533|170.903|0|
- AI take action:check, probability:0.8261, regret:1615.14, randomc:0.440204
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|Jc|Ks|4s|Ah|
- mycard:1, range:0.385062
- before update actions:l|1|2|4|n|
- before update actions regrets:32.545|181.455|0|0|0|
- mycard range:0.385062
- update strategy
- iter:12000
- after update actions regrets:1766.8|1306.71|-4200.74|-12979.7|-76529.7|
- after update actions average regrets:4499.28|5323.49|216.734|45.8556|0|
- AI take action:check, probability:0.446197, regret:1766.8, randomc:0.00395745
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:278.22|92.1896|-1309.34|-1479.44|-16146.3|
- mycard range:0.385062
- update strategy
- iter:12000
- after update actions regrets:309.801|193.771|-1375.76|-1651.86|-30947.8|
- after update actions average regrets:10272.9|9858.94|0|0|0|
- AI take action:call, probability:0.489717, regret:193.771, randomc:0.547628
- total pot:600
- python rec ai action: call
- -------------- game: 1357 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 5h2d, 6d5d
- board: 6cJcKs4sAh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 42700
- AI position:0
- AI card:8c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0556855, regret:119.558, randomc:0.0482646
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:5h|As|Ad|
- mycard:0, range:0.0558683
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:120.359|91.5686|2.04899|0.0235889|0|0|0|0|
- after update actions regrets:120.359|91.5686|2.04899|0.0235889|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.56338, regret:120.359, randomc:0.198233
- total pot:200
- python rec ai action: check
- community cards:5h|As|Ad|7h|
- mycard:0, range:0.0314217
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:211.191|2.00146|0.7543|0.053172|0|
- mycard range:0.0314217
- update strategy
- iter:12000
- after update actions regrets:-10713.1|11758.7|7218.45|-16113.3|-1.73344e+06|
- after update actions average regrets:262.635|7222.61|2622.13|581.624|0|
- AI take action:raise 200, probability:0.245345, regret:7218.45, randomc:0.913127
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1358 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8c6d,
- board: 5hAsAd7h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 42800
- AI position:1
- AI card:9s|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.745931
- total pot:400
- python rec ai action: fold
- -------------- game: 1359 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9s5h
- board:
- action_history: 0:r300,1:f
- total_win: 42700
- AI position:0
- AI card:Kd|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.4106|1248.54|829.443|21.776|0.830893|0|0|0|
- after update actions regrets:0|39.4106|1248.54|829.443|21.776|0.830893|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.387927, regret:829.443, randomc:0.750102
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1360 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: AdKd,
- board:
- action_history: 0:r300,1:f
- total_win: 42800
- AI position:1
- AI card:9c|Tc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:810.354|16.8157|840.63|278.393|89.9314|102.866|1.01028|0|
- after update actions regrets:810.354|16.8157|840.63|278.393|89.9314|102.866|1.01028|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.379213, regret:810.354, randomc:0.150069
- total pot:200
- python rec ai action: check
- community cards:4d|3d|5d|
- mycard:1, range:0.37867
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.358|0.425243|0|0.044719|0.0444996|0.127108|0|0|
- after update actions regrets:213.358|0.425243|0|0.044719|0.0444996|0.127108|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.358, randomc:0.523409
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214|0|0|0|0|
- after update actions regrets:214|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:214, randomc:0.150247
- total pot:400
- python rec ai action: fold
- -------------- game: 1361 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9cTc
- board: 4d3d5d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 42700
- AI position:0
- AI card:8c|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599626, regret:1282.05, randomc:0.453769
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qh|3h|Kd|
- mycard:0, range:0.599088
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.687|0.202338|0.086954|0.0232984|0|0|0|0|
- after update actions regrets:213.687|0.202338|0.086954|0.0232984|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.687, randomc:0.774567
- total pot:400
- python rec ai action: check
- community cards:Qh|3h|Kd|8s|
- mycard:0, range:0.598213
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:58.4578|66.7768|88.7266|0.0388148|0|
- mycard range:0.598213
- update strategy
- iter:12000
- after update actions regrets:12351.9|-14963.8|-44172.8|-129892|-3.30102e+06|
- after update actions average regrets:10396.6|483.66|0|0|0|
- AI take action:check, probability:0.955603, regret:12351.9, randomc:0.610179
- total pot:400
- python rec ai action: check
- community cards:Qh|3h|Kd|8s|8d|
- mycard:0, range:0.571621
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|16.9647|179.628|17.3223|0.0848837|
- mycard range:0.571621
- update strategy
- iter:12000
- after update actions regrets:-983310|16767.3|-27250|-30613.3|-450381|
- after update actions average regrets:0|8375.39|1472.7|950.778|0|
- AI take action:raise 200, probability:0.775678, regret:16767.3, randomc:0.0130388
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1362 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Ac8c, QdJc
- board: Qh3hKd8s8d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 43100
- AI position:1
- AI card:Td|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions regrets:643.032|1496.62|0.0491197|0.21919|0.0842318|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.300608, regret:643.032, randomc:0.130295
- total pot:400
- python rec ai action: fold
- -------------- game: 1363 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Td7h
- board:
- action_history: 0:r300,1:f
- total_win: 43000
- AI position:0
- AI card:7s|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.750234, regret:1604.38, randomc:0.136262
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:740.551|1353.78|45.6702|0|
- after update actions regrets:740.551|1353.78|45.6702|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.632834, regret:1353.78, randomc:0.478597
- total pot:1200
- python rec ai action: call
- community cards:Jc|4h|5h|
- mycard:0, range:0.474271
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:14.6089|89.6131|99.991|8.31654|1.47039|0|0|
- after update actions regrets:14.6089|89.6131|99.991|8.31654|1.47039|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 1200, probability:0.469194, regret:99.991, randomc:0.649314
- total pot:2400
- python rec ai action: raise 1200
- opp action:call
- total pot:3600
- community cards:Jc|4h|5h|Jh|
- mycard:0, range:0.221602
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:133.189|2.81684|61.1117|16.8825|0|
- mycard range:0.221602
- update strategy
- iter:12000
- after update actions regrets:479.569|-482.804|36.4913|27.2621|-3503.62|
- after update actions average regrets:4904.01|0|2834.72|3197.66|0|
- AI take action:raise 7200, probability:0.292364, regret:27.2621, randomc:0.908638
- total pot:10800
- python rec ai action: raise 7200
- -------------- game: 1364 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 8h7s,
- board: Jc4h5hJh
- action_history: 0:r200,1:r600,0:c/1:c,0:r1200,1:c/1:c,0:r7200,1:f
- total_win: 44800
- AI position:1
- AI card:9s|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.869443, regret:1858.18, randomc:0.318597
- total pot:600
- python rec ai action: call
- community cards:Qc|Td|Th|
- mycard:1, range:0.86831
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:204.314|8.77237|0.404317|0.178204|0.00597899|0.0371375|0.0655848|0.222164|
- after update actions regrets:204.314|8.77237|0.404317|0.178204|0.00597899|0.0371375|0.0655848|0.222164|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962264, regret:204.314, randomc:0.923957
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qc|Td|Th|8h|
- mycard:1, range:0.82901
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:2.19483|104.013|107.617|0.140855|0.0342691|
- mycard range:0.82901
- update strategy
- iter:12000
- after update actions regrets:3439.97|14606.8|10966.4|-21270.1|-994990|
- after update actions average regrets:3081.89|5177.33|2018.25|94.4144|0|
- AI take action:raise 300, probability:0.499229, regret:14606.8, randomc:0.391133
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Qc|Td|Th|8h|Ah|
- mycard:1, range:0.413816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.575|1.32458|0.0931087|0.00689127|0|
- mycard range:0.413816
- update strategy
- iter:12000
- after update actions regrets:4040.61|-145712|-180541|-179259|-893191|
- after update actions average regrets:10664|0|0|0|0|
- AI take action:check, probability:1, regret:4040.61, randomc:0.212098
- total pot:1200
- python rec ai action: check
- -------------- game: 1365 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: Qh2c, 9sQd
- board: QcTdTh8hAh
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 44800
- AI position:0
- AI card:Ad|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions regrets:0|87.8732|1440.57|609.423|2.12959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673527, regret:1440.57, randomc:0.0958116
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qc|Jh|4h|
- mycard:0, range:0.673165
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:179.263|34.4351|0.302105|0|0|0|0|0|
- after update actions regrets:179.263|34.4351|0.302105|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.840376, regret:179.263, randomc:0.832539
- total pot:400
- python rec ai action: check
- community cards:Qc|Jh|4h|5d|
- mycard:0, range:0.563895
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.831|0.168744|0|0|0|0|
- mycard range:0.563895
- update strategy
- iter:12000
- after update actions regrets:213.831|-158921|-166841|-163117|-211166|-2.27614e+06|
- after update actions average regrets:10558|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.831, randomc:0.306872
- total pot:800
- python rec ai action: fold
- -------------- game: 1366 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ad7h,
- board: QcJh4h5d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 44600
- AI position:1
- AI card:Qd|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.972391, regret:2078.27, randomc:0.153412
- total pot:200
- python rec ai action: check
- community cards:Jd|9h|Jc|
- mycard:1, range:0.971155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.257|6.26807|0.283836|0.17987|0.0112402|0|0|0|
- after update actions regrets:207.257|6.26807|0.283836|0.17987|0.0112402|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971831, regret:207.257, randomc:0.0102131
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:39.394|173.984|0.472456|0.149815|0|
- after update actions regrets:39.394|173.984|0.472456|0.149815|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.816038, regret:173.984, randomc:0.231018
- total pot:600
- python rec ai action: call
- community cards:Jd|9h|Jc|5c|
- mycard:1, range:0.764678
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.508|1.92927|0.510923|0.0521143|0|
- mycard range:0.764678
- update strategy
- iter:12000
- after update actions regrets:237.098|-3659.48|-5813.9|-10556.4|-242382|
- after update actions average regrets:10523|0|0|0|0|
- AI take action:check, probability:1, regret:237.098, randomc:0.138618
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|9h|Jc|5c|Td|
- mycard:1, range:0.764678
- before update actions:l|1|2|4|n|
- before update actions regrets:0.201382|82.2465|113.423|18.1295|0|
- mycard range:0.764678
- update strategy
- iter:12000
- after update actions regrets:209.12|-172.835|-843.659|-758.952|-8428.08|
- after update actions average regrets:7380.17|2282.73|446.574|0|0|
- AI take action:raise 300, probability:0.225762, regret:-172.835, randomc:0.808248
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1367 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 4hQd
- board: Jd9hJc5cTd
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:r300,0:f
- total_win: 44900
- AI position:0
- AI card:2s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.877341, regret:1874.7, randomc:0.782741
- total pot:150
- python rec ai action: fold
- -------------- game: 1368 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s9h,
- board:
- action_history: 0:f
- total_win: 44850
- AI position:1
- AI card:Kc|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions regrets:1195.69|944.307|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.441328, regret:944.307, randomc:0.782741
- total pot:600
- python rec ai action: call
- community cards:5d|9s|Jc|
- mycard:1, range:0.441265
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.276|0.852061|0.68376|0.104241|0.0839763|0|0|0|
- after update actions regrets:212.276|0.852061|0.68376|0.104241|0.0839763|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.276, randomc:0.436671
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:212.816|0.300058|0.634813|0.245866|0.00319223|
- after update actions regrets:212.816|0.300058|0.634813|0.245866|0.00319223|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:212.816, randomc:0.940685
- total pot:1200
- python rec ai action: fold
- -------------- game: 1369 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Kc4d
- board: 5d9sJc
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 44550
- AI position:0
- AI card:Qs|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61, randomc:0.317424
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|Jh|Kc|
- mycard:0, range:0.794211
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.224|14.8137|21.4661|4.31277|0.183819|0|0|0|
- after update actions regrets:173.224|14.8137|21.4661|4.31277|0.183819|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.816038, regret:173.224, randomc:0.53729
- total pot:400
- python rec ai action: check
- community cards:7c|Jh|Kc|9d|
- mycard:0, range:0.642879
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.642879
- update strategy
- iter:12000
- after update actions regrets:29656.2|-5110.81|-9150.68|-29934.7|-2.20179e+06|
- after update actions average regrets:6225.71|731.262|2633.02|1203.18|0|
- AI take action:check, probability:0.576816, regret:29656.2, randomc:0.439039
- total pot:400
- python rec ai action: check
- community cards:7c|Jh|Kc|9d|8h|
- mycard:0, range:0.370825
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.4|104.752|104.116|4.7322|0|
- mycard range:0.370825
- update strategy
- iter:12000
- after update actions regrets:11036.3|7892.69|5485.86|-1127.75|-1.06528e+06|
- after update actions average regrets:5325.23|1036.29|1272.95|3160.31|0|
- AI take action:raise 800, probability:0.292782, regret:-1127.75, randomc:0.710886
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1370 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5cQs,
- board: 7cJhKc9d8h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 44750
- AI position:1
- AI card:3c|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985026, regret:2105.62, randomc:0.562466
- total pot:200
- python rec ai action: check
- community cards:5s|9h|Ts|
- mycard:1, range:0.983933
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.975|0.817621|0.204223|0.00346366|0|0|0|0|
- after update actions regrets:212.975|0.817621|0.204223|0.00346366|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.975, randomc:0.427394
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5s|9h|Ts|6c|
- mycard:1, range:0.979219
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.982|0.0180698|0|0|0|
- mycard range:0.979219
- update strategy
- iter:12000
- after update actions regrets:701.055|-793.908|-3026.93|-7622.93|-220466|
- after update actions average regrets:10447|0|0|0|0|
- AI take action:check, probability:1, regret:701.055, randomc:0.379767
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:236.702|-5131.3|-3332.3|-6702.3|-45377.3|
- mycard range:0.979219
- update strategy
- iter:12000
- after update actions regrets:236.702|-9158.3|-7798.3|-13190.3|-80634.3|
- after update actions average regrets:20174|0|0|0|0|
- AI take action:fold, probability:1, regret:236.702, randomc:0.970509
- total pot:400
- python rec ai action: fold
- -------------- game: 1371 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3cQd
- board: 5s9hTs6c
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 44650
- AI position:0
- AI card:3s|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769878, regret:1646.19, randomc:0.709817
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:483.491|1472.85|183.657|0|
- after update actions regrets:483.491|1472.85|183.657|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.688494, regret:1472.85, randomc:0.660921
- total pot:1200
- python rec ai action: call
- community cards:Ts|4c|7s|
- mycard:0, range:0.529433
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:171.041|42.1135|0.745326|0|0|0|0.1|
- after update actions regrets:171.041|42.1135|0.745326|0|0|0|0.1|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.802817, regret:171.041, randomc:0.580378
- total pot:2400
- python rec ai action: fold
- -------------- game: 1372 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Ah3s,
- board: Ts4c7s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 44050
- AI position:1
- AI card:Jc|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions regrets:2139.69|0.309124|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.69, randomc:0.490593
- total pot:400
- python rec ai action: fold
- -------------- game: 1373 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jc4d
- board:
- action_history: 0:r300,1:f
- total_win: 43950
- AI position:0
- AI card:5d|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.692703, regret:1481.58, randomc:0.576515
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|6c|Ts|
- mycard:0, range:0.692328
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.239|4.54092|1.11753|0.38327|0.419759|0.299237|0|0|
- after update actions regrets:207.239|4.54092|1.11753|0.38327|0.419759|0.299237|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976415, regret:207.239, randomc:0.827779
- total pot:400
- python rec ai action: check
- community cards:9d|6c|Ts|Kd|
- mycard:0, range:0.670456
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:35.8245|37.2898|140.783|0.102243|0|
- mycard range:0.670456
- update strategy
- iter:12000
- after update actions regrets:18166.6|6350.05|-3534.46|-18336.1|-2.63804e+06|
- after update actions average regrets:2147.64|7836.44|732.62|0.522988|0|
- AI take action:raise 200, probability:0.731311, regret:6350.05, randomc:0.317356
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1374 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5d7h,
- board: 9d6cTsKd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 44150
- AI position:1
- AI card:7s|6h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1408.63|8.15984|461.263|160.088|64.1722|37.0066|0.682872|0|
- after update actions regrets:1408.63|8.15984|461.263|160.088|64.1722|37.0066|0.682872|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.658559, regret:1408.63, randomc:0.415032
- total pot:200
- python rec ai action: check
- community cards:2h|9s|Jd|
- mycard:1, range:0.658237
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.78|0.220495|0|0|0|0|0|0|
- after update actions regrets:213.78|0.220495|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.78, randomc:0.803353
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214|0|0|0|0|
- after update actions regrets:214|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:214, randomc:0.591137
- total pot:400
- python rec ai action: fold
- -------------- game: 1375 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6h7s
- board: 2h9sJd
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 44050
- AI position:0
- AI card:8c|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.228718, regret:489.369, randomc:0.846075
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1376 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5d8c,
- board:
- action_history: 0:r300,1:f
- total_win: 44150
- AI position:1
- AI card:3c|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.903035
- total pot:400
- python rec ai action: fold
- -------------- game: 1377 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3c8h
- board:
- action_history: 0:r300,1:f
- total_win: 44050
- AI position:0
- AI card:3c|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.293402, regret:627.708, randomc:0.772325
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ts|2h|7d|
- mycard:0, range:0.293321
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:155.282|2.42186|49.4478|0.0144|6.72544|0.108315|0|0|
- after update actions regrets:155.282|2.42186|49.4478|0.0144|6.72544|0.108315|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.731132, regret:155.282, randomc:0.672104
- total pot:600
- python rec ai action: check
- community cards:Ts|2h|7d|9c|
- mycard:0, range:0.212839
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.903|0.00714286|0.0895238|0|0|
- mycard range:0.212839
- update strategy
- iter:12000
- after update actions regrets:18789.6|7058.69|14951.9|-85238.3|-2.16408e+06|
- after update actions average regrets:4166.26|2164.01|4442.78|0|0|
- AI take action:raise 600, probability:0.412365, regret:14951.9, randomc:0.739969
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Ts|2h|7d|9c|7s|
- mycard:0, range:0.0877744
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:157.176|13.7515|15.5158|27.5566|0|
- mycard range:0.0877744
- update strategy
- iter:12000
- after update actions regrets:9515.03|-12084.4|-59296.6|-148947|-997271|
- after update actions average regrets:10771.1|5.3658|25.7944|8.57902|0|
- AI take action:check, probability:0.996484, regret:9515.03, randomc:0.0867764
- total pot:1800
- python rec ai action: check
- -------------- game: 1378 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 5d3c, Qs9d
- board: Ts2h7d9c7s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 43150
- AI position:1
- AI card:Kc|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1984.18|1.88979|94.702|3.43981|6.19735|47.0404|2.55399|0|
- after update actions regrets:1984.18|1.88979|94.702|3.43981|6.19735|47.0404|2.55399|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.928404, regret:1984.18, randomc:0.255958
- total pot:200
- python rec ai action: check
- community cards:5s|Ks|Kh|
- mycard:1, range:0.927185
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:162.631|40.5414|7.68119|2.31179|0.605527|0.165801|0.0633872|0|
- after update actions regrets:162.631|40.5414|7.68119|2.31179|0.605527|0.165801|0.0633872|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.767773, regret:162.631, randomc:0.476552
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0|39.6278|100.676|72.6207|1.07524|
- after update actions regrets:0|39.6278|100.676|72.6207|1.07524|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.183962, regret:39.6278, randomc:0.159252
- total pot:600
- python rec ai action: call
- community cards:5s|Ks|Kh|3s|
- mycard:1, range:0.130479
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:199.643|12.6741|1.68293|0|0|
- mycard range:0.130479
- update strategy
- iter:12000
- after update actions regrets:1438.17|-881.795|-3971.79|-9657.47|-79690.5|
- after update actions average regrets:9287.27|717.44|56.7398|0|0|
- AI take action:raise 300, probability:0.0712724, regret:-881.795, randomc:0.929435
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1379 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Kc2h
- board: 5sKsKh3s
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:r300,0:f
- total_win: 43450
- AI position:0
- AI card:6d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49, randomc:0.151426
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4c|2h|9s|
- mycard:0, range:0.770323
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:89.1096|120.76|3.42259|0.0181828|0|0.665426|0.0238009|0|
- after update actions regrets:89.1096|120.76|3.42259|0.0181828|0|0.665426|0.0238009|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.566038, regret:120.76, randomc:0.737907
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1380 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6dKh,
- board: 4c2h9s
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 43650
- AI position:1
- AI card:Td|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.65401|1338.78|4.89163|14.7406|757.495|18.593|0.141344|0.0506655|0.652824|
- after update actions regrets:4.65401|1338.78|4.89163|14.7406|757.495|18.593|0.141344|0.0506655|0.652824|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.626698, regret:1338.78, randomc:0.504703
- total pot:600
- python rec ai action: call
- community cards:9s|Qh|4h|
- mycard:1, range:0.625598
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:203.112|10.3183|0.236345|0.243705|0.0312173|0.0153995|0.0432674|0|
- after update actions regrets:203.112|10.3183|0.236345|0.243705|0.0312173|0.0153995|0.0432674|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.953052, regret:203.112, randomc:0.704671
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9s|Qh|4h|Jh|
- mycard:1, range:0.593768
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:131.078|81.9572|0.921485|0.0434586|0|
- mycard range:0.593768
- update strategy
- iter:12000
- after update actions regrets:14978.4|-9365.72|-48226.8|-111001|-2.00556e+06|
- after update actions average regrets:10136.2|469.654|1.62694|0|0|
- AI take action:check, probability:0.955685, regret:14978.4, randomc:0.416061
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9s|Qh|4h|Jh|9d|
- mycard:1, range:0.567388
- before update actions:l|1|2|4|n|
- before update actions regrets:0.771391|212.749|0.479517|0|0|
- mycard range:0.567388
- update strategy
- iter:12000
- after update actions regrets:-7037.29|5641.69|-58025.6|-141296|-543706|
- after update actions average regrets:295.478|9917.79|0|0|0|
- AI take action:raise 300, probability:0.971112, regret:5641.69, randomc:0.295717
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1381 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: Qc3s, JdTd
- board: 9sQh4hJh9d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 43050
- AI position:0
- AI card:8h|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.654|1548.01|444.94|6.39756|0|0|0|0|
- after update actions regrets:0|140.654|1548.01|444.94|6.39756|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.724041, regret:1548.01, randomc:0.418752
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4c|7d|7h|
- mycard:0, range:0.723368
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.706|3.28704|0.00703691|0|0|0|0|0|
- after update actions regrets:210.706|3.28704|0.00703691|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.706, randomc:0.598715
- total pot:400
- python rec ai action: check
- community cards:4c|7d|7h|8c|
- mycard:0, range:0.712234
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:67.5914|73.4864|72.8146|0.107625|0|
- mycard range:0.712234
- update strategy
- iter:12000
- after update actions regrets:15282.2|21378.8|5418.12|-7555.58|-3.16842e+06|
- after update actions average regrets:4787.01|3476.05|2253.86|56.6493|0|
- AI take action:check, probability:0.4528, regret:15282.2, randomc:0.289716
- total pot:400
- python rec ai action: check
- community cards:4c|7d|7h|8c|Jd|
- mycard:0, range:0.322452
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0863102|1.25615|212.658|0|0|
- mycard range:0.322452
- update strategy
- iter:12000
- after update actions regrets:-79051.4|-16088.2|3786.2|-46200.5|-1.36451e+06|
- after update actions average regrets:0|516.27|9945.92|3.88311|0|
- AI take action:raise 400, probability:0.950401, regret:3786.2, randomc:0.825926
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1382 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Qh8h, Kh9c
- board: 4c7d7h8cJd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 43650
- AI position:1
- AI card:Qs|2c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.556869
- total pot:400
- python rec ai action: fold
- -------------- game: 1383 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qs2c
- board:
- action_history: 0:r300,1:f
- total_win: 43550
- AI position:0
- AI card:7c|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58, randomc:0.650525
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9h|4s|6h|
- mycard:0, range:0.598868
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.74|38.4732|0.949865|0.837139|0|0|0|0|
- after update actions regrets:173.74|38.4732|0.949865|0.837139|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.819905, regret:173.74, randomc:0.284178
- total pot:400
- python rec ai action: check
- community cards:9h|4s|6h|8c|
- mycard:0, range:0.486202
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:212.36|1.49459|0.109014|0.0360102|0|
- mycard range:0.486202
- update strategy
- iter:12000
- after update actions regrets:3808.42|-73495.4|-42081.8|-85667.9|-1.64076e+06|
- after update actions average regrets:9397.5|1451.94|0|0|0|
- AI take action:check, probability:0.866243, regret:3808.42, randomc:0.51036
- total pot:400
- python rec ai action: check
- community cards:9h|4s|6h|8c|5c|
- mycard:0, range:0.421136
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|10.8216|192.177|11.0013|0|
- mycard range:0.421136
- update strategy
- iter:12000
- after update actions regrets:-441787|2780.88|9919.24|-5655.94|-525560|
- after update actions average regrets:0|3018.57|5054.91|2731.22|0|
- AI take action:raise 200, probability:0.279367, regret:2780.88, randomc:0.175999
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1384 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4d7c,
- board: 9h4s6h8c5c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 43750
- AI position:1
- AI card:2s|Ts
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:877.704|1262.04|0.131623|0.0868002|0.0304319|0.00602397|0|0|0|
- after update actions regrets:877.704|1262.04|0.131623|0.0868002|0.0304319|0.00602397|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.589995, regret:1262.04, randomc:0.585691
- total pot:600
- python rec ai action: call
- community cards:5s|3d|Jd|
- mycard:1, range:0.589739
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:197.97|15.3329|0.59902|0.0198009|0.0785385|0|0|0|
- after update actions regrets:197.97|15.3329|0.59902|0.0198009|0.0785385|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.929245, regret:197.97, randomc:0.884158
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5s|3d|Jd|4d|
- mycard:1, range:0.545563
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:154.452|57.1872|2.24601|0.115221|0|
- mycard range:0.545563
- update strategy
- iter:12000
- after update actions regrets:3791.08|-3297.18|-39886.1|-58933.3|-2.11611e+06|
- after update actions average regrets:10684.2|2.69728|0|0|0|
- AI take action:check, probability:0.999813, regret:3791.08, randomc:0.00105146
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5s|3d|Jd|4d|7h|
- mycard:1, range:0.545425
- before update actions:l|1|2|4|n|
- before update actions regrets:17.8021|195.484|0.66601|0.0481847|0|
- mycard range:0.545425
- update strategy
- iter:12000
- after update actions regrets:-9423.98|5488.7|-2069.11|-1891.73|-200485|
- after update actions average regrets:418.825|8438.49|1309.77|406.982|0|
- AI take action:raise 300, probability:0.798222, regret:5488.7, randomc:0.212407
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1385 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ts2s
- board: 5s3dJd4d7h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 44050
- AI position:0
- AI card:9d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.995|1362.25|635.529|9.09634|0.131402|0|0|0|
- after update actions regrets:0|132.995|1362.25|635.529|9.09634|0.131402|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637044, regret:1362.25, randomc:0.305741
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|3d|Qc|
- mycard:0, range:0.636564
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:67.3577|74.4767|37.168|34.579|0.249363|0.109403|0.0599223|0|
- after update actions regrets:67.3577|74.4767|37.168|34.579|0.249363|0.109403|0.0599223|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.316038, regret:67.3577, randomc:0.307643
- total pot:400
- python rec ai action: check
- community cards:As|3d|Qc|6c|
- mycard:0, range:0.200362
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:34.198|170.258|8.9651|0.55763|0.0208696|
- mycard range:0.200362
- update strategy
- iter:12000
- after update actions regrets:21867.4|-7375.53|-3888.83|-40143|-3.26903e+06|
- after update actions average regrets:7675.55|2807.93|335.333|0|0|
- AI take action:check, probability:0.709531, regret:21867.4, randomc:0.439047
- total pot:400
- python rec ai action: check
- community cards:As|3d|Qc|6c|8d|
- mycard:0, range:0.14215
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0567315|0.612956|213.288|0.0422642|0|
- mycard range:0.14215
- update strategy
- iter:12000
- after update actions regrets:-183545|9265.5|-1255.82|-23932.1|-2.52335e+06|
- after update actions average regrets:0|5031.71|4771.14|668.373|0|
- AI take action:raise 400, probability:0.455683, regret:-1255.82, randomc:0.788374
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1386 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 9dQd, JhKc
- board: As3dQc6c8d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 44650
- AI position:1
- AI card:Jd|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.50013|1275.43|3.65082|13.5448|810.846|31.7423|0|0|0.289018|
- after update actions regrets:4.50013|1275.43|3.65082|13.5448|810.846|31.7423|0|0|0.289018|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.379213, regret:810.846, randomc:0.681574
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:Th|Ac|8h|
- mycard:1, range:0.3789
- before update actions:l|1|2|4|8|n|
- before update actions regrets:136.476|62.5598|14.8568|0.0638202|0.00607812|0.0375709|
- after update actions regrets:136.476|62.5598|14.8568|0.0638202|0.00607812|0.0375709|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.641509, regret:136.476, randomc:0.428129
- total pot:3000
- python rec ai action: check
- opp action:raise 3000
- total pot:6000
- before update actions:d|l|1|2|n|
- before update actions regrets:16.2374|152.814|39.543|1.86383|3.54123|
- after update actions regrets:16.2374|152.814|39.543|1.86383|3.54123|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.720379, regret:152.814, randomc:0.651264
- total pot:9000
- python rec ai action: call
- community cards:Th|Ac|8h|8s|
- mycard:1, range:0.172551
- turn subgame infoset node:165632
- before update actions:l|1|2|n|
- before update actions regrets:210.904|3.07282|0.0140796|0.0095628|
- mycard range:0.172551
- update strategy
- iter:12000
- after update actions regrets:5817.94|-254601|-304740|-1.45499e+06|
- after update actions average regrets:10605|0|0|0|
- AI take action:check, probability:1, regret:5817.94, randomc:0.723512
- total pot:9000
- python rec ai action: check
- opp action:check
- total pot:9000
- community cards:Th|Ac|8h|8s|Ad|
- mycard:1, range:0.172551
- before update actions:l|1|2|n|
- before update actions regrets:213.94|0.0274062|0.00502298|0.0271445|
- mycard range:0.172551
- update strategy
- iter:12000
- after update actions regrets:793.909|-123195|-341186|-596044|
- after update actions average regrets:10594|0|0|0|
- AI take action:check, probability:1, regret:793.909, randomc:0.804887
- total pot:9000
- python rec ai action: check
- -------------- game: 1387 -----------------
- win_money: 4500
- players: OpenStackTwo, Bot
- hand: QhJh, KhJd
- board: ThAc8h8sAd
- action_history: 0:r300,1:r1500,0:c/1:c,0:r3000,1:c/1:c,0:c/1:c,0:c
- total_win: 49150
- AI position:0
- AI card:7c|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12, randomc:0.457143
- total pot:150
- python rec ai action: fold
- -------------- game: 1388 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7c2h,
- board:
- action_history: 0:f
- total_win: 49100
- AI position:1
- AI card:2s|2c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.6708|1724.24|3.15347|7.57962|398.057|2.30307|0|0|0|
- after update actions regrets:4.6708|1724.24|3.15347|7.57962|398.057|2.30307|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.806361, regret:1724.24, randomc:0.603408
- total pot:600
- python rec ai action: call
- community cards:4s|6c|Ts|
- mycard:1, range:0.805718
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.49|1.70884|0.496825|0.276968|0.020285|0.00671536|0|0|
- after update actions regrets:211.49|1.70884|0.496825|0.276968|0.020285|0.00671536|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.49, randomc:0.0856001
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4s|6c|Ts|7d|
- mycard:1, range:0.796269
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:197.997|15.1679|0.566075|0.269171|0|
- mycard range:0.796269
- update strategy
- iter:12000
- after update actions regrets:12327.6|-54579.2|-48683.8|-78363.1|-1.64463e+06|
- after update actions average regrets:10599.7|30.529|82.7346|0|0|
- AI take action:check, probability:0.989543, regret:12327.6, randomc:0.213814
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4s|6c|Ts|7d|Td|
- mycard:1, range:0.78785
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0.1|0|0.000168668|0|
- mycard range:0.78785
- update strategy
- iter:12000
- after update actions regrets:7526.93|-77185.9|-76395|-28701|-349770|
- after update actions average regrets:10556.9|83.7143|0|0|0|
- AI take action:check, probability:0.992199, regret:7526.93, randomc:0.984141
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3029.77|-8738.28|-11756.3|-11180.1|-30049.5|
- mycard range:0.78785
- update strategy
- iter:12000
- after update actions regrets:3029.77|-13982.3|-22148.3|-12605.1|-25074.5|
- after update actions average regrets:20813.5|151.854|0|0|29.7635|
- AI take action:fold, probability:0.991426, regret:3029.77, randomc:0.598264
- total pot:1200
- python rec ai action: fold
- -------------- game: 1389 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 2s2c
- board: 4s6cTs7dTd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 48800
- AI position:0
- AI card:9h|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.59261, regret:1267.47, randomc:0.206707
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jc|2c|2d|
- mycard:0, range:0.592275
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:78.1091|121.758|13.7611|0.339013|0.0143885|0|0|0.0181055|
- after update actions regrets:78.1091|121.758|13.7611|0.339013|0.0143885|0|0|0.0181055|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.570755, regret:121.758, randomc:0.923411
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1390 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9hAh,
- board: Jc2c2d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 49000
- AI position:1
- AI card:Ac|Ad
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.207671, regret:444.793, randomc:0.851072
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 1391 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , AcAd
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 49100
- AI position:0
- AI card:Td|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.543499, regret:1162.78, randomc:0.614004
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.331174
- total pot:800
- python rec ai action: fold
- -------------- game: 1392 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Td3h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 48900
- AI position:1
- AI card:As|3d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.903135, regret:1930.32, randomc:0.346088
- total pot:600
- python rec ai action: call
- community cards:Tc|5h|Jh|
- mycard:1, range:0.902018
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.698|0.386107|0.796081|0.0429663|0.0113382|0|0|0.065758|
- after update actions regrets:212.698|0.386107|0.796081|0.0429663|0.0113382|0|0|0.065758|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.698, randomc:0.841954
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|5h|Jh|Qc|
- mycard:1, range:0.896529
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.13|0.42225|0.221454|0.226564|0|
- mycard range:0.896529
- update strategy
- iter:12000
- after update actions regrets:5722.68|-10158|-16194.2|-61518.2|-2.39913e+06|
- after update actions average regrets:10222.2|354.898|0|0|0|
- AI take action:check, probability:0.966528, regret:5722.68, randomc:0.936892
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|5h|Jh|Qc|2s|
- mycard:1, range:0.866447
- before update actions:l|1|2|4|n|
- before update actions regrets:213.923|0.0401211|0.036929|0|0|
- mycard range:0.866447
- update strategy
- iter:12000
- after update actions regrets:304.052|-44316.8|-39565.8|-50847.9|-324513|
- after update actions average regrets:10265|0|0|0|0|
- AI take action:check, probability:1, regret:304.052, randomc:0.00847376
- total pot:600
- python rec ai action: check
- -------------- game: 1393 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 5s3s, As3d
- board: Tc5hJhQc2s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48600
- AI position:0
- AI card:Qd|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|38.4896|1256.24|822.582|21.749|0.942023|0|0|0|
- after update actions regrets:0|38.4896|1256.24|822.582|21.749|0.942023|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.58774, regret:1256.24, randomc:0.0743892
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2c|Kh|6h|
- mycard:0, range:0.587027
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.219|0.469587|0.200883|0.0444411|0.017765|0.00960577|0.0120921|0.0270961|
- after update actions regrets:213.219|0.469587|0.200883|0.0444411|0.017765|0.00960577|0.0120921|0.0270961|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.219, randomc:0.370076
- total pot:400
- python rec ai action: check
- community cards:2c|Kh|6h|7s|
- mycard:0, range:0.584883
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.584883
- update strategy
- iter:12000
- after update actions regrets:7922.2|-95078.8|-223842|-305549|-3.69147e+06|
- after update actions average regrets:10730.9|6.71513|0.319662|0|0|
- AI take action:check, probability:0.999441, regret:7922.2, randomc:0.238067
- total pot:400
- python rec ai action: check
- community cards:2c|Kh|6h|7s|6d|
- mycard:0, range:0.5845
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.873|0.126923|0|0|0|
- mycard range:0.5845
- update strategy
- iter:12000
- after update actions regrets:1732.98|-82099.8|-112268|-207056|-2.01343e+06|
- after update actions average regrets:10534|0|0|0|0|
- AI take action:check, probability:1, regret:1732.98, randomc:0.936303
- total pot:400
- python rec ai action: check
- -------------- game: 1394 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: AdQd, 3hAh
- board: 2cKh6h7s6d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48800
- AI position:1
- AI card:Js|3c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2134.57|0.934932|2.12649|0.123077|0|1.64703|0.59568|0|
- after update actions regrets:2134.57|0.934932|2.12649|0.123077|0|1.64703|0.59568|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.998596, regret:2134.57, randomc:0.617603
- total pot:200
- python rec ai action: check
- community cards:Td|Ac|Qc|
- mycard:1, range:0.997464
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.732|0|0.0227992|0.238561|0.00662048|0|0|0|
- after update actions regrets:213.732|0|0.0227992|0.238561|0.00662048|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.732, randomc:0.177904
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Td|Ac|Qc|6d|
- mycard:1, range:0.996215
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:165.287|25.031|11.2697|12.4122|0|
- mycard range:0.996215
- update strategy
- iter:12000
- after update actions regrets:1730.27|118.011|-115.75|-2243.61|-109942|
- after update actions average regrets:6987.77|2435.51|699.437|0|0|
- AI take action:raise 100, probability:0.240589, regret:118.011, randomc:0.828984
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Td|Ac|Qc|6d|9c|
- mycard:1, range:0.239687
- before update actions:l|1|2|4|n|
- before update actions regrets:137.956|74.411|1.60178|0.0310532|0|
- mycard range:0.239687
- update strategy
- iter:12000
- after update actions regrets:-5200.59|1024.15|668.099|-2288.08|-45073.1|
- after update actions average regrets:61.6019|6182.83|3737.59|336.655|0|
- AI take action:raise 400, probability:0.362253, regret:668.099, randomc:0.727752
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1395 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: 8sQd, Js3c
- board: TdAcQc6d9c
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:r400,0:c
- total_win: 48200
- AI position:0
- AI card:Qd|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61, randomc:0.352191
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2139.98|0|0.0195779|0|
- after update actions regrets:2139.98|0|0.0195779|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2139.98, randomc:0.354209
- total pot:800
- python rec ai action: fold
- -------------- game: 1396 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qd5h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 48000
- AI position:1
- AI card:9c|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9, randomc:0.194025
- total pot:600
- python rec ai action: call
- community cards:Ks|2d|6c|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:73.0365|134.515|5.0192|1.27371|0.155282|0|0|0|
- after update actions regrets:73.0365|134.515|5.0192|1.27371|0.155282|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.629108, regret:134.515, randomc:0.847101
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1397 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9c8h
- board: Ks2d6c
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 48300
- AI position:0
- AI card:5s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.248831, regret:532.184, randomc:0.980464
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1398 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9h5s,
- board:
- action_history: 0:r300,1:f
- total_win: 48400
- AI position:1
- AI card:6h|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:18.7937|1839.15|2.13715|5.87727|264.002|10.0393|0|0|0|
- after update actions regrets:18.7937|1839.15|2.13715|5.87727|264.002|10.0393|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.86015, regret:1839.15, randomc:0.0874103
- total pot:600
- python rec ai action: call
- community cards:6s|Kc|8h|
- mycard:1, range:0.859416
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.297|2.34618|0.136462|0.136221|0.00232655|0.0591018|0|0.0225592|
- after update actions regrets:211.297|2.34618|0.136462|0.136221|0.00232655|0.0591018|0|0.0225592|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.297, randomc:0.832958
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.0945772|194.905|16.6858|2.19117|0.123142|
- after update actions regrets:0.0945772|194.905|16.6858|2.19117|0.123142|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.915094, regret:194.905, randomc:0.450683
- total pot:1800
- python rec ai action: call
- community cards:6s|Kc|8h|3c|
- mycard:1, range:0.772847
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.736|0.160666|0.103013|0|0|
- mycard range:0.772847
- update strategy
- iter:12000
- after update actions regrets:2200.58|-1989.99|-18445.1|-23701.2|-905131|
- after update actions average regrets:10585.3|4.29132|0|0|0|
- AI take action:check, probability:0.999622, regret:2200.58, randomc:0.154229
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:6873.25|713.687|-7276.69|-4241.83|-67273.9|
- mycard range:0.772847
- update strategy
- iter:12000
- after update actions regrets:10000.6|5362.83|1254.46|-11973.5|-120256|
- after update actions average regrets:13816.9|6444.34|295.774|138.317|0|
- AI take action:call, probability:0.31141, regret:5362.83, randomc:0.807967
- total pot:5400
- python rec ai action: call
- community cards:6s|Kc|8h|3c|7s|
- mycard:1, range:0.24056
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0.045386|0.00421473|0|0.0503993|
- mycard range:0.24056
- update strategy
- iter:12000
- after update actions regrets:1218.48|-78144.4|-91997.4|-297032|-562338|
- after update actions average regrets:10515|0|0|0|0|
- AI take action:check, probability:1, regret:1218.48, randomc:0.903452
- total pot:5400
- python rec ai action: check
- -------------- game: 1399 -----------------
- win_money: -2700
- players: OpenStackTwo, Bot
- hand: AhKh, Th6h
- board: 6sKc8h3c7s
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:c/1:c,0:c
- total_win: 45700
- AI position:0
- AI card:2s|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.283457
- total pot:150
- python rec ai action: fold
- -------------- game: 1400 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 6d2s,
- board:
- action_history: 0:f
- total_win: 45650
- AI position:1
- AI card:4h|Th
- -------------- game: 1401 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Th4h
- board:
- action_history: 0:f
- total_win: 45700
- AI position:0
- AI card:Js|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.76088, regret:1626.99, randomc:0.0596773
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3c|2c|9s|
- mycard:0, range:0.760274
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.804|9.60997|0.0155518|3.11328|0.457007|0|0|0|
- after update actions regrets:200.804|9.60997|0.0155518|3.11328|0.457007|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.804, randomc:0.868605
- total pot:400
- python rec ai action: check
- community cards:3c|2c|9s|7h|
- mycard:0, range:0.713393
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:204.375|3.99236|0.681939|4.95047|0|
- mycard range:0.713393
- update strategy
- iter:12000
- after update actions regrets:23563|7944.87|379.555|-31634.2|-2.13799e+06|
- after update actions average regrets:1814.03|3767.63|4880.72|342.016|0|
- AI take action:check, probability:0.167916, regret:23563, randomc:0.105663
- total pot:400
- python rec ai action: check
- community cards:3c|2c|9s|7h|8s|
- mycard:0, range:0.119777
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0552951|7.2248|206.66|0.0596761|0|
- mycard range:0.119777
- update strategy
- iter:12000
- after update actions regrets:-112029|-16324.1|8652.38|-41165.2|-1.37772e+06|
- after update actions average regrets:0|890.997|9639.12|270.241|0|
- AI take action:raise 400, probability:0.892583, regret:8652.38, randomc:0.16034
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1402 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 8dJs, Kc7s
- board: 3c2c9s7h8s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 46300
- AI position:1
- AI card:3s|4d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.7927, regret:1694.12, randomc:0.475116
- total pot:200
- python rec ai action: check
- community cards:3h|9s|2d|
- mycard:1, range:0.791643
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:199.561|12.2926|2.12285|0.0231073|0|0|0|0|
- after update actions regrets:199.561|12.2926|2.12285|0.0231073|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.934272, regret:199.561, randomc:0.126931
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3h|9s|2d|3c|
- mycard:1, range:0.738231
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:162.187|3.55208|0.835406|47.3714|0.0543589|
- mycard range:0.738231
- update strategy
- iter:12000
- after update actions regrets:452.597|2177.52|216.805|-3881.66|-103951|
- after update actions average regrets:3921.2|5950.96|597.621|0|0|
- AI take action:raise 100, probability:0.568399, regret:2177.52, randomc:0.879496
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:3h|9s|2d|3c|Jh|
- mycard:1, range:0.419606
- before update actions:l|1|2|4|n|
- before update actions regrets:16.5669|68.0617|113.403|15.9682|0|
- mycard range:0.419606
- update strategy
- iter:12000
- after update actions regrets:75.2645|171.43|713.772|857.579|-61427.4|
- after update actions average regrets:663.653|3068.78|4326.79|2559.45|0|
- AI take action:raise 800, probability:0.241051, regret:857.579, randomc:0.925756
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1403 -----------------
- win_money: 200
- players: OpenStackTwo, Bot
- hand: , 4d3s
- board: 3h9s2d3cJh
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:r800,0:f
- total_win: 46500
- AI position:0
- AI card:7s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12, randomc:0.159482
- total pot:150
- python rec ai action: fold
- -------------- game: 1404 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d7s,
- board:
- action_history: 0:f
- total_win: 46450
- AI position:1
- AI card:8c|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9, randomc:0.159482
- total pot:600
- python rec ai action: call
- community cards:Kh|7s|Qs|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.993|4.30748|2.57911|0.0338874|0.0125465|0|0.06701|0.00724252|
- after update actions regrets:206.993|4.30748|2.57911|0.0338874|0.0125465|0|0.06701|0.00724252|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.993, randomc:0.642996
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kh|7s|Qs|5h|
- mycard:1, range:0.818508
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:65.6666|52.5533|73.8557|21.9243|0|
- mycard range:0.818508
- update strategy
- iter:12000
- after update actions regrets:-11627.8|13151.1|17254.4|7888.45|-433307|
- after update actions average regrets:2092.77|3035.48|3797.65|1467.7|0|
- AI take action:raise 300, probability:0.29208, regret:13151.1, randomc:0.272825
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kh|7s|Qs|5h|5d|
- mycard:1, range:0.239048
- before update actions:l|1|2|4|n|
- before update actions regrets:16.1132|78.2254|106.726|12.9358|0|
- mycard range:0.239048
- update strategy
- iter:12000
- after update actions regrets:22327.9|14774.6|-1363.86|-16571.6|-148971|
- after update actions average regrets:7208.54|2198.08|794.444|0|0|
- AI take action:check, probability:0.706667, regret:22327.9, randomc:0.143925
- total pot:1200
- python rec ai action: check
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|n|
- before update actions regrets:8053.52|-49801.5|-22615.5|-21098.5|1960.52|
- mycard range:0.239048
- update strategy
- iter:12000
- after update actions regrets:13550.2|-106687|-34355.8|-46234.8|3423.17|
- after update actions average regrets:19843.5|0|0|195.63|379.654|
- AI take action:fold, probability:0.971886, regret:13550.2, randomc:0.716474
- total pot:2400
- python rec ai action: fold
- -------------- game: 1405 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , 8c9h
- board: Kh7sQs5h5d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:r1200,1:f
- total_win: 45850
- AI position:0
- AI card:4s|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.230122, regret:492.545, randomc:0.928755
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1406 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8d4s,
- board:
- action_history: 0:r300,1:f
- total_win: 45950
- AI position:1
- AI card:Kc|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions regrets:2066.93|72.8589|0.00406817|0.02762|0.163172|0|0.0206838|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966324, regret:2066.93, randomc:0.317998
- total pot:400
- python rec ai action: fold
- -------------- game: 1407 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2dKc
- board:
- action_history: 0:r300,1:f
- total_win: 45850
- AI position:0
- AI card:8s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36, randomc:0.838834
- total pot:150
- python rec ai action: fold
- -------------- game: 1408 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 8s2d,
- board:
- action_history: 0:f
- total_win: 45800
- AI position:1
- AI card:5h|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:22.9839|1883.41|1.25784|4.65423|204.371|23.3259|0|0|0|
- after update actions regrets:22.9839|1883.41|1.25784|4.65423|204.371|23.3259|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.881142, regret:1883.41, randomc:0.838834
- total pot:600
- python rec ai action: call
- community cards:Tc|9h|Ac|
- mycard:1, range:0.880097
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.617|1.22649|0.959254|0.176023|0.0214827|0|0|0|
- after update actions regrets:211.617|1.22649|0.959254|0.176023|0.0214827|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.617, randomc:0.65988
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|9h|Ac|5d|
- mycard:1, range:0.870295
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:206.283|7.68564|0|0.0315232|0|
- mycard range:0.870295
- update strategy
- iter:12000
- after update actions regrets:18885.6|5826.97|-24887.7|-11633.7|-199858|
- after update actions average regrets:8388|899.829|0|1118.97|0|
- AI take action:check, probability:0.806151, regret:18885.6, randomc:0.352438
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Tc|9h|Ac|5d|8d|
- mycard:1, range:0.701468
- before update actions:l|1|2|4|n|
- before update actions regrets:213.902|0.0437052|0|0.0538383|0|
- mycard range:0.701468
- update strategy
- iter:12000
- after update actions regrets:3151.74|-75539.1|-162923|-196895|-572254|
- after update actions average regrets:10143|0|0|0|0|
- AI take action:check, probability:1, regret:3151.74, randomc:0.883112
- total pot:600
- python rec ai action: check
- -------------- game: 1409 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: QsKh, Jh5h
- board: Tc9hAc5d8d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 46100
- AI position:0
- AI card:6s|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5, randomc:0.312782
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1896.38|242.445|1.1791|0|
- after update actions regrets:1896.38|242.445|1.1791|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.886396, regret:1896.38, randomc:0.401334
- total pot:800
- python rec ai action: fold
- -------------- game: 1410 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qc6s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 45900
- AI position:1
- AI card:3d|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.333267
- total pot:400
- python rec ai action: fold
- -------------- game: 1411 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8h3d
- board:
- action_history: 0:r300,1:f
- total_win: 45800
- AI position:0
- AI card:Qc|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7, randomc:0.561323
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1731.84|408.159|0|
- after update actions regrets:0|1731.84|408.159|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.190743, regret:408.159, randomc:0.998058
- total pot:2400
- python rec ai action: raise 1800
- opp action:call
- total pot:3600
- community cards:5h|2h|Js|
- mycard:0, range:0.117441
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|8|n|
- before update actions regrets:184.222|29.651|0.12647|0|0|0|
- after update actions regrets:184.222|29.651|0.12647|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.86385, regret:184.222, randomc:0.197119
- total pot:3600
- python rec ai action: check
- community cards:5h|2h|Js|3c|
- mycard:0, range:0.101099
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:18.966|3.13956|189.233|2.66147|0|
- mycard range:0.101099
- update strategy
- iter:12000
- after update actions regrets:1249.82|-105.002|248.092|-1921.48|-16970.1|
- after update actions average regrets:6837.34|519.54|3485.69|0.383435|0|
- AI take action:raise 3600, probability:0.321465, regret:248.092, randomc:0.720186
- total pot:7200
- python rec ai action: raise 3600
- -------------- game: 1412 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: QcKh,
- board: 5h2hJs3c
- action_history: 0:r200,1:r600,0:r1800,1:c/1:c,0:c/1:c,0:r3600,1:f
- total_win: 47600
- AI position:1
- AI card:7d|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.822649, regret:1758.5, randomc:0.61162
- total pot:200
- python rec ai action: check
- community cards:4c|4d|Ad|
- mycard:1, range:0.821729
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.682|0.244281|0.0690324|0.00215855|0.00236403|0|0|0|
- after update actions regrets:213.682|0.244281|0.0690324|0.00215855|0.00236403|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.682, randomc:0.698226
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4c|4d|Ad|6c|
- mycard:1, range:0.820509
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:178.562|35.3425|0.0955979|0|0|
- mycard range:0.820509
- update strategy
- iter:12000
- after update actions regrets:978.04|668.821|246.574|-2089.52|-130857|
- after update actions average regrets:4018.61|3781.86|2119.31|93.8955|0|
- AI take action:raise 200, probability:0.211667, regret:246.574, randomc:0.903724
- total pot:400
- python rec ai action: raise 200
- opp action:call
- total pot:600
- community cards:4c|4d|Ad|6c|8s|
- mycard:1, range:0.173654
- before update actions:l|1|2|4|n|
- before update actions regrets:211.894|1.25844|0.847816|0|0|
- mycard range:0.173654
- update strategy
- iter:12000
- after update actions regrets:-1774.14|430.226|1747.82|742.968|-35622|
- after update actions average regrets:592.508|1962.07|3690.51|4158.03|0|
- AI take action:raise 1200, probability:0.399731, regret:742.968, randomc:0.715723
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1413 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: KcJd, Jh7d
- board: 4c4dAd6c8s
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:c/1:r1200,0:c
- total_win: 46100
- AI position:0
- AI card:8s|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36, randomc:0.891757
- total pot:150
- python rec ai action: fold
- -------------- game: 1414 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 8s2h,
- board:
- action_history: 0:f
- total_win: 46050
- AI position:1
- AI card:5c|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions regrets:1656.29|482.96|0|0.195429|0.384382|0.170207|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.774556, regret:1656.29, randomc:0.18679
- total pot:400
- python rec ai action: fold
- -------------- game: 1415 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c4d
- board:
- action_history: 0:r300,1:f
- total_win: 45950
- AI position:0
- AI card:7d|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58, randomc:0.651555
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1416 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4h7d,
- board:
- action_history: 0:r200,1:f
- total_win: 46050
- AI position:1
- AI card:Ac|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.590824, regret:1262.76, randomc:0.0134984
- total pot:600
- python rec ai action: call
- community cards:9h|3c|Qc|
- mycard:1, range:0.590076
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:186.445|25.9606|0.933776|0.437971|0.158316|0.0389363|0.0221056|0.00334416|
- after update actions regrets:186.445|25.9606|0.933776|0.437971|0.158316|0.0389363|0.0221056|0.00334416|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.881517, regret:186.445, randomc:0.00810522
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9h|3c|Qc|9c|
- mycard:1, range:0.514096
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:165.201|48.3456|0.383502|0.069977|0|
- mycard range:0.514096
- update strategy
- iter:12000
- after update actions regrets:17395.1|5578.28|6141.31|-30979|-606360|
- after update actions average regrets:7006.08|2643.66|759.18|0|0|
- AI take action:check, probability:0.673136, regret:17395.1, randomc:0.162842
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9h|3c|Qc|9c|Ah|
- mycard:1, range:0.34603
- before update actions:l|1|2|4|n|
- before update actions regrets:86.8674|64.2275|61.5309|1.37424|0|
- mycard range:0.34603
- update strategy
- iter:12000
- after update actions regrets:2349.74|3418.1|2179.41|-9091.75|-816700|
- after update actions average regrets:3877.67|3533.06|2925.48|0|0|
- AI take action:raise 600, probability:0.283019, regret:2179.41, randomc:0.778149
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1417 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 5dQs, TdAc
- board: 9h3cQc9cAh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:c
- total_win: 46950
- AI position:0
- AI card:9c|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions regrets:1874.7|205.772|15.7799|28.2535|13.8979|1.59926|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.877341, regret:1874.7, randomc:0.832654
- total pot:150
- python rec ai action: fold
- -------------- game: 1418 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 9c2d,
- board:
- action_history: 0:f
- total_win: 46900
- AI position:1
- AI card:Ad|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.652316, regret:1394.65, randomc:0.832654
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:9c|4d|2d|
- mycard:1, range:0.651707
- before update actions:l|1|2|4|8|n|
- before update actions regrets:170.748|12.9831|23.1872|6.83323|0.0773769|0.171455|
- after update actions regrets:170.748|12.9831|23.1872|6.83323|0.0773769|0.171455|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.805687, regret:170.748, randomc:0.130168
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:9c|4d|2d|8c|
- mycard:1, range:0.519988
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:130.136|63.9171|16.852|3.02028|0.0750071|
- mycard range:0.519988
- update strategy
- iter:12000
- after update actions regrets:26502.6|-25392.6|39914.4|-10718.5|-371809|
- after update actions average regrets:9131.91|217.36|800.764|224.394|0|
- AI take action:check, probability:0.880351, regret:26502.6, randomc:0.62873
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:9c|4d|2d|8c|4h|
- mycard:1, range:0.45771
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.45771
- update strategy
- iter:12000
- after update actions regrets:5842.35|-320263|-390017|-463663|-654567|
- after update actions average regrets:10055|0|0|0|0|
- AI take action:check, probability:1, regret:5842.35, randomc:0.379701
- total pot:3000
- python rec ai action: check
- -------------- game: 1419 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: QsAh, AdJh
- board: 9c4d2d8c4h
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 45400
- AI position:0
- AI card:Tc|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.332086, regret:710.366, randomc:0.77103
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1420 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: TcKc,
- board:
- action_history: 0:r300,1:f
- total_win: 45500
- AI position:1
- AI card:2s|Td
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2114.84|0|12.1685|0|0|12.7154|0.275604|0|
- after update actions regrets:2114.84|0|12.1685|0|0|12.7154|0.275604|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.988775, regret:2114.84, randomc:0.512885
- total pot:200
- python rec ai action: check
- community cards:Ah|8c|Tc|
- mycard:1, range:0.988243
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.589|1.79405|0.583928|0.0101932|0.0226947|0|0|0|
- after update actions regrets:211.589|1.79405|0.583928|0.0101932|0.0226947|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.589, randomc:0.0486769
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0.650565|208.124|4.89943|0.326474|0|
- after update actions regrets:0.650565|208.124|4.89943|0.326474|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.981132, regret:208.124, randomc:0.560498
- total pot:600
- python rec ai action: call
- community cards:Ah|8c|Tc|Qs|
- mycard:1, range:0.950278
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.950278
- update strategy
- iter:12000
- after update actions regrets:809.014|213.014|-134.986|-1553.99|-75119|
- after update actions average regrets:9251.1|1272.69|2.06183|0|0|
- AI take action:check, probability:0.878955, regret:809.014, randomc:0.202538
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ah|8c|Tc|Qs|7c|
- mycard:1, range:0.835193
- before update actions:l|1|2|4|n|
- before update actions regrets:213.7|0.3|0|0|0|
- mycard range:0.835193
- update strategy
- iter:12000
- after update actions regrets:260.769|-871.631|-2077.93|-2267.93|-11089.9|
- after update actions average regrets:10376|169.271|0|0|0|
- AI take action:check, probability:0.983972, regret:260.769, randomc:0.644391
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:230.455|-208.847|-694.196|-1341.2|-1714.2|
- mycard range:0.835193
- update strategy
- iter:12000
- after update actions regrets:260.226|99.9235|-981.425|-2060.12|-2014.99|
- after update actions average regrets:20549.8|899.536|0|0|0|
- AI take action:fold, probability:0.958085, regret:260.226, randomc:0.736669
- total pot:1200
- python rec ai action: fold
- -------------- game: 1421 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Td2s
- board: Ah8cTcQs7c
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 45200
- AI position:0
- AI card:2d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.274556, regret:587.779, randomc:0.7254
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:As|9d|Ad|
- mycard:0, range:0.274663
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.49172|138.347|40.2665|33.5825|0.0921224|0.0470196|0.0585466|0.114138|
- after update actions regrets:1.49172|138.347|40.2665|33.5825|0.0921224|0.0470196|0.0585466|0.114138|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.650943, regret:138.347, randomc:0.196188
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:As|9d|Ad|8s|
- mycard:0, range:0.177565
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.789|0.109661|0.0739148|0|0.027027|
- mycard range:0.177565
- update strategy
- iter:12000
- after update actions regrets:-15190.3|-10995|-63886.1|40709.9|-991483|
- after update actions average regrets:614.766|658.232|24.2692|9507.42|0|
- AI take action:raise 2400, probability:0.880033, regret:40709.9, randomc:0.190563
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 1422 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Qd2d,
- board: As9dAd8s
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:r2400,1:f
- total_win: 45800
- AI position:1
- AI card:4s|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions regrets:2078.27|4.84368|55.7555|0.398398|0|0.593889|0.13762|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.972391, regret:2078.27, randomc:0.793489
- total pot:200
- python rec ai action: check
- community cards:2c|As|2h|
- mycard:1, range:0.971155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:203.374|8.85696|1.34194|0.364991|0.0600938|0.00177887|0|0|
- after update actions regrets:203.374|8.85696|1.34194|0.364991|0.0600938|0.00177887|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.957547, regret:203.374, randomc:0.0689403
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2c|As|2h|9s|
- mycard:1, range:0.922934
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.355|0.593647|0.0511076|0|0|
- mycard range:0.922934
- update strategy
- iter:12000
- after update actions regrets:915.006|1554.24|-850.298|-2300.35|-51987.3|
- after update actions average regrets:4321.29|5500.51|464.632|19.7459|0|
- AI take action:check, probability:0.419352, regret:915.006, randomc:0.382701
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2c|As|2h|9s|Jd|
- mycard:1, range:0.386978
- before update actions:l|1|2|4|n|
- before update actions regrets:213.848|0.0516949|0|0.1|0|
- mycard range:0.386978
- update strategy
- iter:12000
- after update actions regrets:262.129|-7346.67|-8028.72|-14097.6|-24001.7|
- after update actions average regrets:10386|0|0|0|0|
- AI take action:check, probability:1, regret:262.129, randomc:0.499813
- total pot:200
- python rec ai action: check
- -------------- game: 1423 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: 5s7d, 4sQd
- board: 2cAs2h9sJd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 45900
- AI position:0
- AI card:9c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94, randomc:0.532679
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Th|Qh|Kh|
- mycard:0, range:0.718196
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:38.7565|174.83|0.346553|0.0607297|0.00570776|0|0|0|
- after update actions regrets:38.7565|174.83|0.346553|0.0607297|0.00570776|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820755, regret:174.83, randomc:0.443595
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Th|Qh|Kh|6c|
- mycard:0, range:0.586741
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.901|0.0251214|0.061387|0.0129167|0|
- mycard range:0.586741
- update strategy
- iter:12000
- after update actions regrets:-134654|-54183|-35387.9|65028|-853542|
- after update actions average regrets:245.732|1245.75|2106.16|7003.33|0|
- AI take action:raise 400, probability:0.117464, regret:-54183, randomc:0.0362904
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:Th|Qh|Kh|6c|5h|
- mycard:0, range:0.0689495
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:197.263|16.4283|0.308389|0|0|
- mycard range:0.0689495
- update strategy
- iter:12000
- after update actions regrets:-62374.5|22618.7|-131637|-64079.8|-2.87334e+06|
- after update actions average regrets:0|7563.23|132.118|3032.96|0|
- AI take action:raise 800, probability:0.705043, regret:22618.7, randomc:0.0902494
- total pot:2400
- python rec ai action: raise 800
- -------------- game: 1424 -----------------
- win_money: 1600
- players: Bot, OpenStackTwo
- hand: 7h9c, 6sQd
- board: ThQhKh6c5h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:r800,1:c
- total_win: 47500
- AI position:1
- AI card:7c|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1673.32|7.42914|378.145|55.3173|14.3295|11.4582|0|0|
- after update actions regrets:1673.32|7.42914|378.145|55.3173|14.3295|11.4582|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.782507, regret:1673.32, randomc:0.249803
- total pot:200
- python rec ai action: check
- community cards:Jd|Ac|7h|
- mycard:1, range:0.781926
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:198.621|13.6252|1.47999|0.261058|0.00901376|0.00396665|0|0|
- after update actions regrets:198.621|13.6252|1.47999|0.261058|0.00901376|0.00396665|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.933962, regret:198.621, randomc:0.81502
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Ac|7h|5d|
- mycard:1, range:0.725732
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:181.863|32.1291|0.00688915|0.000620739|0|
- mycard range:0.725732
- update strategy
- iter:12000
- after update actions regrets:1581.52|1406.79|272.665|-7432.34|-127221|
- after update actions average regrets:5904.49|2897.56|1529.92|0|0|
- AI take action:check, probability:0.571539, regret:1581.52, randomc:0.356012
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Ac|7h|5d|5s|
- mycard:1, range:0.41474
- before update actions:l|1|2|4|n|
- before update actions regrets:1.16287|212.835|0.00208078|0|0|
- mycard range:0.41474
- update strategy
- iter:12000
- after update actions regrets:63.0899|1076.76|-3023.07|-11079.1|-52208.1|
- after update actions average regrets:493.731|8889.79|849.272|0|0|
- AI take action:raise 100, probability:0.86883, regret:1076.76, randomc:0.118244
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1425 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: 9h7d, Qd7c
- board: JdAc7h5d5s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:c
- total_win: 47500
- AI position:0
- AI card:3s|9s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.716292, regret:1530.93, randomc:0.248088
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|9c|Js|
- mycard:0, range:0.715388
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:8.80346|153.035|42.6902|6.99225|2.44674|0.0327568|0|0|
- after update actions regrets:8.80346|153.035|42.6902|6.99225|2.44674|0.0327568|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.725118, regret:153.035, randomc:0.175726
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:7c|9c|Js|6s|
- mycard:0, range:0.511584
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:31.383|182.047|0.569827|0|0|
- mycard range:0.511584
- update strategy
- iter:12000
- after update actions regrets:44016.4|22149|-12057.4|-93592|-1.41036e+06|
- after update actions average regrets:3156.67|6048.3|1726.93|41.3305|0|
- AI take action:check, probability:0.287667, regret:44016.4, randomc:0.242635
- total pot:800
- python rec ai action: check
- community cards:7c|9c|Js|6s|Qh|
- mycard:0, range:0.147168
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.143|0.769106|0.0878861|0|0|
- mycard range:0.147168
- update strategy
- iter:12000
- after update actions regrets:11585.5|-173825|-175028|-321624|-1.75805e+06|
- after update actions average regrets:10979|0|0|0|0|
- AI take action:check, probability:1, regret:11585.5, randomc:0.819182
- total pot:800
- python rec ai action: check
- -------------- game: 1426 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 3s9s, Td7s
- board: 7c9cJs6sQh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 47900
- AI position:1
- AI card:5s|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.52, randomc:0.182085
- total pot:400
- python rec ai action: fold
- -------------- game: 1427 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8d5s
- board:
- action_history: 0:r300,1:f
- total_win: 47800
- AI position:0
- AI card:6d|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.715154, regret:1529.43, randomc:0.182085
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1428 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7h6d,
- board:
- action_history: 0:r200,1:f
- total_win: 47900
- AI position:1
- AI card:Js|Ks
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.91392|1156.51|5.64929|18.7401|928.909|27.1518|0.290132|0|0.832876|
- after update actions regrets:1.91392|1156.51|5.64929|18.7401|928.909|27.1518|0.290132|0|0.832876|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.43466, regret:928.909, randomc:0.766499
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1429 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KsJs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 48200
- AI position:0
- AI card:3c|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96, randomc:0.652406
- total pot:150
- python rec ai action: fold
- -------------- game: 1430 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d3c,
- board:
- action_history: 0:f
- total_win: 48150
- AI position:1
- AI card:Jc|5d
- -------------- game: 1431 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Jc5d
- board:
- action_history: 0:f
- total_win: 48200
- AI position:0
- AI card:5c|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09, randomc:0.737658
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.68|0|3.3175|0|
- after update actions regrets:2136.68|0|3.3175|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.68, randomc:0.149945
- total pot:800
- python rec ai action: fold
- -------------- game: 1432 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Jh5c,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 48000
- AI position:1
- AI card:Qs|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1816.79|6.89646|267.984|35.61|7.99968|4.39029|0.330927|0|
- after update actions regrets:1816.79|6.89646|267.984|35.61|7.99968|4.39029|0.330927|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.850585, regret:1816.79, randomc:0.537091
- total pot:200
- python rec ai action: check
- community cards:Js|Kh|2c|
- mycard:1, range:0.848967
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:168.601|31.2912|14.0571|0.0503175|0|0|0|0|
- after update actions regrets:168.601|31.2912|14.0571|0.0503175|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.14554, regret:31.2912, randomc:0.824888
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Js|Kh|2c|Tc|
- mycard:1, range:0.124136
- turn subgame infoset node:4057280
- before update actions:l|1|2|4|n|
- before update actions regrets:211.831|1.50171|0.256726|0.410988|0|
- mycard range:0.124136
- update strategy
- iter:12000
- after update actions regrets:1809.76|1692.53|636.289|-2540.56|-247563|
- after update actions average regrets:5419.66|1986.93|2246.62|550.288|0|
- AI take action:check, probability:0.531222, regret:1809.76, randomc:0.0126859
- total pot:400
- python rec ai action: check
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|n|
- before update actions regrets:1636.81|-282.372|-450.975|-3639.97|-29446.4|
- mycard range:0.124136
- update strategy
- iter:12000
- after update actions regrets:1636.81|-1849.37|-2780.97|-6283.97|-52085.4|
- after update actions average regrets:16402|3696.91|1022.32|32.319|0|
- AI take action:fold, probability:0.775424, regret:1636.81, randomc:0.205775
- total pot:800
- python rec ai action: fold
- -------------- game: 1433 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: , 5dQs
- board: JsKh2cTc
- action_history: 0:c,1:c/1:r100,0:c/1:c,0:r400,1:f
- total_win: 47800
- AI position:0
- AI card:2c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.513336, regret:1097.39, randomc:0.557904
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|Ts|Qh|
- mycard:0, range:0.512798
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.269|0.523498|0.09804|0.0991038|0.0105574|0|0|0|
- after update actions regrets:213.269|0.523498|0.09804|0.0991038|0.0105574|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.269, randomc:0.755126
- total pot:400
- python rec ai action: check
- community cards:2d|Ts|Qh|Ks|
- mycard:0, range:0.511046
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:117.853|96.1473|0|0|0|
- mycard range:0.511046
- update strategy
- iter:12000
- after update actions regrets:-22871.4|13309.9|10894.8|-14517.2|-1.89807e+06|
- after update actions average regrets:251.416|8814.14|1784.33|2.05583|0|
- AI take action:raise 400, probability:0.164409, regret:10894.8, randomc:0.974278
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1434 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2cJd,
- board: 2dTsQhKs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 48000
- AI position:1
- AI card:9h|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.57999|1589.63|4.10484|11.485|521.709|5.80745|0|0|0.682278|
- after update actions regrets:6.57999|1589.63|4.10484|11.485|521.709|5.80745|0|0|0.682278|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.743914, regret:1589.63, randomc:0.0877625
- total pot:600
- python rec ai action: call
- community cards:Ac|4c|5s|
- mycard:1, range:0.742818
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.207|0.358555|0.369144|0.0201124|0.0275552|0.0177812|0|0|
- after update actions regrets:213.207|0.358555|0.369144|0.0201124|0.0275552|0.0177812|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.207, randomc:0.83319
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.298|0.11408|0.255668|0.331844|0|
- after update actions regrets:213.298|0.11408|0.255668|0.331844|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.298, randomc:0.255797
- total pot:1200
- python rec ai action: fold
- -------------- game: 1435 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 9hQh
- board: Ac4c5s
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 47700
- AI position:0
- AI card:5s|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.818437, regret:1749.72, randomc:0.619858
- total pot:150
- python rec ai action: fold
- -------------- game: 1436 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 5s2c,
- board:
- action_history: 0:f
- total_win: 47650
- AI position:1
- AI card:Tc|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1141.4|13.1002|637.645|255.672|67.3168|24.8657|0|0|
- after update actions regrets:1141.4|13.1002|637.645|255.672|67.3168|24.8657|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.298081, regret:637.645, randomc:0.619858
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7s|7d|8c|
- mycard:1, range:0.297965
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:86.2447|92.5703|31.3232|3.54033|0.321538|0|0|0|
- after update actions regrets:86.2447|92.5703|31.3232|3.54033|0.321538|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.40566, regret:86.2447, randomc:0.224355
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7s|7d|8c|Js|
- mycard:1, range:0.120084
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:52.6544|155.091|5.60314|0.65152|0|
- mycard range:0.120084
- update strategy
- iter:12000
- after update actions regrets:1856.97|2098.21|1716.72|1640.77|-51830.9|
- after update actions average regrets:832.809|2916.16|4316.06|2144.27|0|
- AI take action:raise 600, probability:0.422806, regret:1716.72, randomc:0.681415
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1437 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QhTc
- board: 7s7d8cJs
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r600,0:f
- total_win: 47950
- AI position:0
- AI card:5d|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.818437, regret:1749.72, randomc:0.578325
- total pot:150
- python rec ai action: fold
- -------------- game: 1438 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2h5d,
- board:
- action_history: 0:f
- total_win: 47900
- AI position:1
- AI card:Ac|3d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1664.24|7.83684|358.966|71.0861|18.6062|15.4054|3.85845|0|
- after update actions regrets:1664.24|7.83684|358.966|71.0861|18.6062|15.4054|3.85845|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.779026, regret:1664.24, randomc:0.494158
- total pot:200
- python rec ai action: check
- community cards:As|Qs|9c|
- mycard:1, range:0.777683
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:182.171|27.3141|3.45399|0.678085|0.257826|0.024669|0.047895|0.052286|
- after update actions regrets:182.171|27.3141|3.45399|0.678085|0.257826|0.024669|0.047895|0.052286|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.858491, regret:182.171, randomc:0.0459756
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0|109.83|68.783|35.2617|0.125159|
- after update actions regrets:0|109.83|68.783|35.2617|0.125159|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.514151, regret:109.83, randomc:0.249724
- total pot:600
- python rec ai action: call
- community cards:As|Qs|9c|8d|
- mycard:1, range:0.339763
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.685|0.198373|0.116511|0|0|
- mycard range:0.339763
- update strategy
- iter:12000
- after update actions regrets:769.682|740.196|511.114|495.997|-86675|
- after update actions average regrets:7920.47|902.84|1543.24|86.922|0|
- AI take action:check, probability:0.757822, regret:769.682, randomc:0.729617
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-4279.01|647.89|422.098|-147.006|-16020|
- mycard range:0.339763
- update strategy
- iter:12000
- after update actions regrets:-6819.61|922.284|461.492|166.388|-33895.6|
- after update actions average regrets:0|10755.4|7296.89|2816.04|0|
- AI take action:call, probability:0.515407, regret:922.284, randomc:0.398346
- total pot:1800
- python rec ai action: call
- community cards:As|Qs|9c|8d|5h|
- mycard:1, range:0.13268
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.13268
- update strategy
- iter:12000
- after update actions regrets:231.083|-2700.92|-6761.92|-10952.9|-59058.9|
- after update actions average regrets:10267|0|0|0|0|
- AI take action:check, probability:1, regret:231.083, randomc:0.261136
- total pot:1800
- python rec ai action: check
- -------------- game: 1439 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 5s2s, Ac3d
- board: AsQs9c8d5h
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 48800
- AI position:0
- AI card:2h|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.344|1397.88|607.771|10.0079|0|0|0|0|
- after update actions regrets:0|124.344|1397.88|607.771|10.0079|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.653414, regret:1397.88, randomc:0.563536
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1.14097|2077.29|61.567|0|
- after update actions regrets:1.14097|2077.29|61.567|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.971014, regret:2077.29, randomc:0.674446
- total pot:1200
- python rec ai action: call
- community cards:Kc|3d|9c|
- mycard:0, range:0.634073
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.903|0.0258647|0.0142857|0.0142857|0.0142857|0.0142857|0.0142857|
- after update actions regrets:213.903|0.0258647|0.0142857|0.0142857|0.0142857|0.0142857|0.0142857|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.903, randomc:0.265989
- total pot:2400
- python rec ai action: fold
- -------------- game: 1440 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2h5h,
- board: Kc3d9c
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 48200
- AI position:1
- AI card:Jc|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:9.38926|21.1532|1075.81|497.478|201.809|320.175|11.9551|2.2274|
- after update actions regrets:9.38926|21.1532|1075.81|497.478|201.809|320.175|11.9551|2.2274|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.503277, regret:1075.81, randomc:0.173259
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1441 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , JdJc
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 48300
- AI position:0
- AI card:Qs|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7, randomc:0.227033
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|2d|8h|
- mycard:0, range:0.615747
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.782|0.145664|0.9803|0.00474453|0.0525832|0.0350292|0|0|
- after update actions regrets:212.782|0.145664|0.9803|0.00474453|0.0525832|0.0350292|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.782, randomc:0.583742
- total pot:400
- python rec ai action: check
- community cards:9s|2d|8h|Ah|
- mycard:0, range:0.612242
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.612242
- update strategy
- iter:12000
- after update actions regrets:8498.76|-126424|-211403|-225787|-4.68542e+06|
- after update actions average regrets:10311.4|592.808|0|0|0|
- AI take action:check, probability:0.945703, regret:8498.76, randomc:0.28637
- total pot:400
- python rec ai action: check
- community cards:9s|2d|8h|Ah|9c|
- mycard:0, range:0.578957
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.873|0.126923|0|0|0|
- mycard range:0.578957
- update strategy
- iter:12000
- after update actions regrets:5224.41|-231707|-285039|-351079|-4.28692e+06|
- after update actions average regrets:10802|0|0|0|0|
- AI take action:check, probability:1, regret:5224.41, randomc:0.506953
- total pot:400
- python rec ai action: check
- -------------- game: 1442 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: QsKc, Qd3h
- board: 9s2d8hAh9c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 48500
- AI position:1
- AI card:3c|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.881287
- total pot:400
- python rec ai action: fold
- -------------- game: 1443 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2d3c
- board:
- action_history: 0:r300,1:f
- total_win: 48400
- AI position:0
- AI card:9c|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions regrets:0|76.817|1267.47|785.61|10.0994|0.0040851|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.367166, regret:785.61, randomc:0.881287
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1444 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9cAc,
- board:
- action_history: 0:r300,1:f
- total_win: 48500
- AI position:1
- AI card:Jc|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.714888, regret:1527.98, randomc:0.69959
- total pot:600
- python rec ai action: call
- community cards:4c|8h|3h|
- mycard:1, range:0.71401
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:145.907|55.9977|10.9823|0.608927|0.225766|0|0.0365018|0.241416|
- after update actions regrets:145.907|55.9977|10.9823|0.608927|0.225766|0|0.0365018|0.241416|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.690476, regret:145.907, randomc:0.184289
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4c|8h|3h|Qd|
- mycard:1, range:0.486819
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:33.3455|103.211|76.6573|0.694043|0.0918614|
- mycard range:0.486819
- update strategy
- iter:12000
- after update actions regrets:24213.2|8799.03|-10960.5|-21933.5|-1.06351e+06|
- after update actions average regrets:5958.54|3063.63|1153.63|158.859|0|
- AI take action:check, probability:0.576655, regret:24213.2, randomc:0.394941
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4c|8h|3h|Qd|Ac|
- mycard:1, range:0.28068
- before update actions:l|1|2|4|n|
- before update actions regrets:199.846|0.173898|13.9669|0.0136651|0|
- mycard range:0.28068
- update strategy
- iter:12000
- after update actions regrets:-6798.24|5891.09|-30740.1|-252773|-659442|
- after update actions average regrets:1939.63|8124.27|161.808|0|0|
- AI take action:raise 300, probability:0.794601, regret:5891.09, randomc:0.856321
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1445 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , JcQh
- board: 4c8h3hQdAc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 48800
- AI position:0
- AI card:5s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|144.161|1361.67|628.054|6.10977|0|0|0|0|
- after update actions regrets:0|144.161|1361.67|628.054|6.10977|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.636279, regret:1361.67, randomc:0.171345
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|8s|Th|
- mycard:0, range:0.636297
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.157|0.667242|0.063027|0.0706107|0.0424409|0|0|0|
- after update actions regrets:213.157|0.667242|0.063027|0.0706107|0.0424409|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.157, randomc:0.872946
- total pot:400
- python rec ai action: check
- community cards:2d|8s|Th|4h|
- mycard:0, range:0.633789
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:118.173|95.6424|0.104934|0.08002|0|
- mycard range:0.633789
- update strategy
- iter:12000
- after update actions regrets:6443.47|11667.9|1162.4|-86458.6|-3.87237e+06|
- after update actions average regrets:6506.48|3063.82|1316.84|0|0|
- AI take action:check, probability:0.597703, regret:6443.47, randomc:0.470845
- total pot:400
- python rec ai action: check
- community cards:2d|8s|Th|4h|As|
- mycard:0, range:0.378771
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.140145|213.854|0.00572337|0|0|
- mycard range:0.378771
- update strategy
- iter:12000
- after update actions regrets:8168.9|-29263.4|-60546.2|-126878|-1.45357e+06|
- after update actions average regrets:10726.8|179.205|0|0|0|
- AI take action:check, probability:0.983586, regret:8168.9, randomc:0.863624
- total pot:400
- python rec ai action: check
- -------------- game: 1446 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5s5c, KdJh
- board: 2d8sTh4hAs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49000
- AI position:1
- AI card:6d|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.838167, regret:1792.89, randomc:0.152628
- total pot:400
- python rec ai action: fold
- -------------- game: 1447 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9h6d
- board:
- action_history: 0:r300,1:f
- total_win: 48900
- AI position:0
- AI card:Ts|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.215|1363.5|677.486|10.7952|0|0|0|0|
- after update actions regrets:0|88.215|1363.5|677.486|10.7952|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637512, regret:1363.5, randomc:0.152628
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|2009.41|130.587|0|
- after update actions regrets:0|2009.41|130.587|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.939224, regret:2009.41, randomc:0.3686
- total pot:1200
- python rec ai action: call
- community cards:2d|8d|Qd|
- mycard:0, range:0.598271
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:4.92792|208.972|0.0156018|0|0.0542348|0.0301634|0|
- after update actions regrets:4.92792|208.972|0.0156018|0|0.0542348|0.0301634|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:call, probability:0.981132, regret:208.972, randomc:0.0260184
- total pot:3600
- python rec ai action: call
- community cards:2d|8d|Qd|4s|
- mycard:0, range:0.584215
- turn subgame infoset node:562080
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:135.28|78.6884|0|0|0.0315476|
- mycard range:0.584215
- update strategy
- iter:12000
- after update actions regrets:172.281|-45.311|-732.999|-3360|-4290.97|
- after update actions average regrets:10662|204.697|0|0|0|
- AI take action:fold, probability:0.981224, regret:172.281, randomc:0.647366
- total pot:7200
- python rec ai action: fold
- -------------- game: 1448 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: TsQs,
- board: 2d8dQd4s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:c/1:r3600,0:f
- total_win: 47100
- AI position:1
- AI card:Tc|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805335, regret:1721.24, randomc:0.546335
- total pot:600
- python rec ai action: call
- community cards:Js|4c|As|
- mycard:1, range:0.804318
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:176.554|34.4507|1.89607|0.710726|0.177396|0.0856543|0.0649193|0.0606834|
- after update actions regrets:176.554|34.4507|1.89607|0.710726|0.177396|0.0856543|0.0649193|0.0606834|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.834123, regret:176.554, randomc:0.291003
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Js|4c|As|9s|
- mycard:1, range:0.663577
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:209.514|4.24469|0.182123|0.0593544|0|
- mycard range:0.663577
- update strategy
- iter:12000
- after update actions regrets:10888|6240.68|-25555.4|-110681|-1.81221e+06|
- after update actions average regrets:9035.05|1446.44|0|0|0|
- AI take action:check, probability:0.862036, regret:10888, randomc:0.598596
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:2534.07|4919.76|-6811.06|-23969.1|-281687|
- mycard range:0.663577
- update strategy
- iter:12000
- after update actions regrets:2266|6927.69|-16442.1|-42722.1|-562000|
- after update actions average regrets:6316.31|14293.9|0|0|0|
- AI take action:fold, probability:0.306468, regret:2266, randomc:0.147852
- total pot:1200
- python rec ai action: fold
- -------------- game: 1449 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , JhTc
- board: Js4cAs9s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 46800
- AI position:0
- AI card:2c|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions regrets:0|147.357|1276.41|702.472|13.3494|0.417195|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.328344, regret:702.472, randomc:0.949916
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5s|6h|4d|
- mycard:0, range:0.328258
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:22.9537|156.704|26.8918|6.85091|0.0737839|0.210567|0.12515|0.190222|
- after update actions regrets:22.9537|156.704|26.8918|6.85091|0.0737839|0.210567|0.12515|0.190222|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.742857, regret:156.704, randomc:0.827239
- total pot:1800
- python rec ai action: call
- community cards:5s|6h|4d|2s|
- mycard:0, range:0.24037
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:206.942|6.97055|0.0274422|0.0400979|0.0194286|
- mycard range:0.24037
- update strategy
- iter:12000
- after update actions regrets:651.952|-2632.02|-6865.96|-14662|-77269|
- after update actions average regrets:10921|0|0|0|0|
- AI take action:check, probability:1, regret:651.952, randomc:0.726653
- total pot:1800
- python rec ai action: check
- community cards:5s|6h|4d|2s|3h|
- mycard:0, range:0.24037
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:33.9171|170.31|8.56635|1.20692|0|0|
- mycard range:0.24037
- update strategy
- iter:12000
- after update actions regrets:98.5099|226.903|-93.8408|-608.2|-4602.41|-11495.4|
- after update actions average regrets:4939.26|5876.03|48.6577|0|0|0|
- AI take action:fold, probability:0.454663, regret:98.5099, randomc:0.222971
- total pot:3600
- python rec ai action: fold
- -------------- game: 1450 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 6c2c,
- board: 5s6h4d2s3h
- action_history: 0:r300,1:c/1:r600,0:c/1:c,0:c/1:r1800,0:f
- total_win: 45900
- AI position:1
- AI card:Qc|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.272004, regret:581.878, randomc:0.957815
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1451 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QcJh
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 46200
- AI position:0
- AI card:2d|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.818437, regret:1749.72, randomc:0.499835
- total pot:150
- python rec ai action: fold
- -------------- game: 1452 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d5h,
- board:
- action_history: 0:f
- total_win: 46150
- AI position:1
- AI card:6d|8d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1066.43|11.7062|613.302|247.877|98.1354|102.318|0.232594|0|
- after update actions regrets:1066.43|11.7062|613.302|247.877|98.1354|102.318|0.232594|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.0051474, regret:11.7062, randomc:0.499835
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|Td|3c|
- mycard:1, range:0.00547018
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:58.2542|153.835|0.625088|0.216054|1.06915|0|0|0|
- after update actions regrets:58.2542|153.835|0.625088|0.216054|1.06915|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721698, regret:153.835, randomc:0.730636
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:As|Td|3c|Qh|
- mycard:1, range:0.00393228
- turn subgame infoset node:2372672
- before update actions:l|1|2|4|n|
- before update actions regrets:212.483|0.795522|0.69294|0.0280447|0|
- mycard range:0.00393228
- update strategy
- iter:12000
- after update actions regrets:319.657|-6281.03|-13397.1|-15064.8|-213129|
- after update actions average regrets:10391|0|0|0|0|
- AI take action:check, probability:1, regret:319.657, randomc:0.753654
- total pot:800
- python rec ai action: check
- opp action:check
- total pot:800
- community cards:As|Td|3c|Qh|4c|
- mycard:1, range:0.00393228
- before update actions:l|1|2|4|n|
- before update actions regrets:210.334|1.49928|2.13394|0.0323695|0|
- mycard range:0.00393228
- update strategy
- iter:12000
- after update actions regrets:291.544|1274.71|382.343|-1453.76|-12833.8|
- after update actions average regrets:2045.24|3146.67|3775.76|1214.77|0|
- AI take action:raise 800, probability:0.370825, regret:382.343, randomc:0.672404
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1453 -----------------
- win_money: -1200
- players: OpenStackTwo, Bot
- hand: 5dAc, 6d8d
- board: AsTd3cQh4c
- action_history: 0:c,1:r200,0:c/1:r200,0:c/1:c,0:c/1:r800,0:c
- total_win: 44950
- AI position:0
- AI card:Ks|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.191678, regret:410.642, randomc:0.984954
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1454 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ks3h,
- board:
- action_history: 0:r300,1:f
- total_win: 45050
- AI position:1
- AI card:8c|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.510804
- total pot:400
- python rec ai action: fold
- -------------- game: 1455 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8c2h
- board:
- action_history: 0:r300,1:f
- total_win: 44950
- AI position:0
- AI card:Ad|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.13324, regret:285.059, randomc:0.883667
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1456 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5hAd,
- board:
- action_history: 0:r300,1:f
- total_win: 45050
- AI position:1
- AI card:Qs|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1673.32|7.42914|378.145|55.3173|14.3295|11.4582|0|0|
- after update actions regrets:1673.32|7.42914|378.145|55.3173|14.3295|11.4582|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.176801, regret:378.145, randomc:0.940021
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8c|8d|2c|
- mycard:1, range:0.176703
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:65.6922|127.877|20.394|0.0367943|0|0|0|0|
- after update actions regrets:65.6922|127.877|20.394|0.0367943|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.599057, regret:127.877, randomc:0.581304
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:8c|8d|2c|2h|
- mycard:1, range:0.10559
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.453|0.490421|0.056279|0|0|
- mycard range:0.10559
- update strategy
- iter:12000
- after update actions regrets:5293.49|1720.52|2222.09|488.034|-176937|
- after update actions average regrets:3644.15|3779.04|1727.86|1382.76|0|
- AI take action:raise 2400, probability:0.131219, regret:488.034, randomc:0.87222
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 1457 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: , 7hQs
- board: 8c8d2c2h
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:r2400,0:f
- total_win: 45650
- AI position:0
- AI card:Jh|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.5776|1359.45|678.484|9.49292|0|0|0|0|
- after update actions regrets:0|92.5776|1359.45|678.484|9.49292|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.635641, regret:1359.45, randomc:0.633004
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|Qs|Ac|
- mycard:0, range:0.635255
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.0966785|117.995|60.3002|30.7196|4.59194|0.239089|0.0264088|0.0313467|
- after update actions regrets:0.0966785|117.995|60.3002|30.7196|4.59194|0.239089|0.0264088|0.0313467|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.554502, regret:117.995, randomc:0.0102052
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1458 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: QhJh,
- board: AhQsAc
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 45850
- AI position:1
- AI card:4s|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.667759, regret:1427.92, randomc:0.408669
- total pot:200
- python rec ai action: check
- community cards:Qc|8d|7d|
- mycard:1, range:0.667251
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.515|18.3056|0.179783|0|0|0|0|0|
- after update actions regrets:195.515|18.3056|0.179783|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.915493, regret:195.515, randomc:0.117811
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qc|8d|7d|2d|
- mycard:1, range:0.609614
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:7.84298|148.449|56.2783|1.43005|0|
- mycard range:0.609614
- update strategy
- iter:12000
- after update actions regrets:469.873|1253.48|1678.31|44.4601|-174368|
- after update actions average regrets:3149.48|2882.84|4004.72|82.2958|0|
- AI take action:raise 200, probability:0.395769, regret:1678.31, randomc:0.672505
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1459 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 4s5d
- board: Qc8d7d2d
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:f
- total_win: 45950
- AI position:0
- AI card:Qs|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7, randomc:0.52186
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ac|5s|Kd|
- mycard:0, range:0.615747
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:144.979|16.7652|47.6592|3.83579|0.513906|0.0206149|0.154822|0.0713604|
- after update actions regrets:144.979|16.7652|47.6592|3.83579|0.513906|0.0206149|0.154822|0.0713604|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.0761905, regret:16.7652, randomc:0.753117
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ac|5s|Kd|2c|
- mycard:0, range:0.0482388
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:2.94502|1.61683|209.352|0.0857836|0|
- mycard range:0.0482388
- update strategy
- iter:12000
- after update actions regrets:27466|6731.7|-32477.6|-269077|-2.63083e+06|
- after update actions average regrets:7118.83|3512.4|245.737|62.278|0|
- AI take action:raise 400, probability:0.321112, regret:6731.7, randomc:0.733159
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:Ac|5s|Kd|2c|Th|
- mycard:0, range:0.0154886
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.2|0.6|0.2|0|0|
- mycard range:0.0154886
- update strategy
- iter:12000
- after update actions regrets:8459.82|-136380|-582038|-1.16875e+06|-3.44377e+06|
- after update actions average regrets:10876|21.0092|0|0|0|
- AI take action:check, probability:0.998073, regret:8459.82, randomc:0.979355
- total pot:1600
- python rec ai action: check
- -------------- game: 1460 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: KhQs, TdKs
- board: Ac5sKd2cTh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 45150
- AI position:1
- AI card:4s|8c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.787654
- total pot:400
- python rec ai action: fold
- -------------- game: 1461 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8c4s
- board:
- action_history: 0:r300,1:f
- total_win: 45050
- AI position:0
- AI card:Js|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.220767, regret:472.296, randomc:0.787654
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Jh|5h|Jc|
- mycard:0, range:0.220699
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:77.4419|59.4776|60.8783|10.4221|5.54085|0.14097|0.0316667|0.0666667|
- after update actions regrets:77.4419|59.4776|60.8783|10.4221|5.54085|0.14097|0.0316667|0.0666667|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.364929, regret:77.4419, randomc:0.152075
- total pot:600
- python rec ai action: check
- community cards:Jh|5h|Jc|Qc|
- mycard:0, range:0.0798661
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.020202|148.763|64.5464|0.557406|0.112891|
- mycard range:0.0798661
- update strategy
- iter:12000
- after update actions regrets:-388563|62013|-9720.25|-74535.2|-487841|
- after update actions average regrets:0|7329.22|3210.37|188.73|85.2222|
- AI take action:raise 300, probability:0.677858, regret:62013, randomc:0.195802
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1462 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: Js7d,
- board: Jh5hJcQc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:f
- total_win: 45350
- AI position:1
- AI card:5s|Js
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:22.9839|1883.41|1.25784|4.65423|204.371|23.3259|0|0|0|
- after update actions regrets:22.9839|1883.41|1.25784|4.65423|204.371|23.3259|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.881142, regret:1883.41, randomc:0.250368
- total pot:600
- python rec ai action: call
- community cards:7s|3c|Qs|
- mycard:1, range:0.880097
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.836|5.43931|2.35062|0.218946|0.0621304|0.0416343|0|0.0509477|
- after update actions regrets:205.836|5.43931|2.35062|0.218946|0.0621304|0.0416343|0|0.0509477|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.836, randomc:0.217245
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7s|3c|Qs|5c|
- mycard:1, range:0.846523
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:172.846|41.0985|0.0556657|0|0|
- mycard range:0.846523
- update strategy
- iter:12000
- after update actions regrets:18970.3|15060.5|-4867.18|-29613.2|-768715|
- after update actions average regrets:6240.34|3813.29|295.719|145.986|0|
- AI take action:check, probability:0.594682, regret:18970.3, randomc:0.0175076
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-94814.6|7817.19|-13247.6|-2889.54|-83131.6|
- mycard range:0.846523
- update strategy
- iter:12000
- after update actions regrets:-196319|7817.19|-24705.6|-7011.54|-174858|
- after update actions average regrets:0|19665.8|219.437|1106.44|0|
- AI take action:call, probability:0.936875, regret:7817.19, randomc:0.13625
- total pot:1800
- python rec ai action: call
- community cards:7s|3c|Qs|5c|9d|
- mycard:1, range:0.471536
- before update actions:l|1|2|4|n|
- before update actions regrets:213.929|0.012097|0.0593907|0|0|
- mycard range:0.471536
- update strategy
- iter:12000
- after update actions regrets:1341.56|-123732|-124198|-137496|-650827|
- after update actions average regrets:10741|0|0|0|0|
- AI take action:check, probability:1, regret:1341.56, randomc:0.826447
- total pot:1800
- python rec ai action: check
- -------------- game: 1463 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: 7c4c, Js5s
- board: 7s3cQs5c9d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 44450
- AI position:0
- AI card:As|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12, randomc:0.368475
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4d|9c|6d|
- mycard:0, range:0.820617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2.00915|209.164|2.81165|0.0147453|0|0|0|0|
- after update actions regrets:2.00915|209.164|2.81165|0.0147453|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.981221, regret:209.164, randomc:0.549883
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:4d|9c|6d|Qs|
- mycard:0, range:0.802074
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:195.457|0.778312|17.4594|0.305733|0|
- mycard range:0.802074
- update strategy
- iter:12000
- after update actions regrets:39947.1|-28378.6|4165.09|-54229.1|-2.93137e+06|
- after update actions average regrets:6009.69|713.811|1768.73|2341.89|0|
- AI take action:check, probability:0.554796, regret:39947.1, randomc:0.035407
- total pot:800
- python rec ai action: check
- community cards:4d|9c|6d|Qs|Kh|
- mycard:0, range:0.444911
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.756|0.143704|0|0.1|0|0|
- mycard range:0.444911
- update strategy
- iter:12000
- after update actions regrets:4310.89|-29834.7|-26052.9|-35938.8|-62691.9|-329241|
- after update actions average regrets:10846|0|0|0|0|0|
- AI take action:fold, probability:1, regret:4310.89, randomc:0.193516
- total pot:1600
- python rec ai action: fold
- -------------- game: 1464 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: 5dAs,
- board: 4d9c6dQsKh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:f
- total_win: 44050
- AI position:1
- AI card:9d|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.181333
- total pot:400
- python rec ai action: fold
- -------------- game: 1465 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9d2h
- board:
- action_history: 0:r300,1:f
- total_win: 43950
- AI position:0
- AI card:Tc|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|50.7039|1279.99|795.768|13.5389|0|0|0|0|
- after update actions regrets:0|50.7039|1279.99|795.768|13.5389|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.598503, regret:1279.99, randomc:0.181333
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1817.89|322.111|0|
- after update actions regrets:0|1817.89|322.111|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.849462, regret:1817.89, randomc:0.470663
- total pot:1200
- python rec ai action: call
- community cards:Td|As|Kc|
- mycard:0, range:0.508096
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:0|3.70967|16.5148|173.464|19.762|0.0760826|0.47321|
- after update actions regrets:0|3.70967|16.5148|173.464|19.762|0.0760826|0.47321|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 2400, probability:0.819905, regret:173.464, randomc:0.365025
- total pot:3600
- python rec ai action: raise 2400
- opp action:call
- total pot:6000
- community cards:Td|As|Kc|Ad|
- mycard:0, range:0.411853
- turn subgame infoset node:338240
- opp action:check
- total pot:6000
- before update actions:l|1|2|4|n|
- before update actions regrets:15.7395|189.317|8.9438|0|0|
- mycard range:0.411853
- update strategy
- iter:12000
- after update actions regrets:431.894|230.471|662.098|-5908.85|-12174.8|
- after update actions average regrets:2582.36|3999.9|4232.35|0|0|
- AI take action:raise 3000, probability:0.369833, regret:230.471, randomc:0.450098
- total pot:9000
- python rec ai action: raise 3000
- opp action:call
- total pot:12000
- community cards:Td|As|Kc|Ad|9d|
- mycard:0, range:0.152328
- opp action:check
- total pot:12000
- before update actions:l|1|2|n|
- before update actions regrets:0|0|22.3893|191.611|
- mycard range:0.152328
- update strategy
- iter:12000
- after update actions regrets:-57444.7|-448.716|240.674|570.895|
- after update actions average regrets:0|1753.83|4880.13|4136.26|
- AI take action:allin, probability:0.384065, regret:570.895, randomc:0.640922
- total pot:26000
- python rec ai action: allin
- -------------- game: 1466 -----------------
- win_money: 6000
- players: Bot, OpenStackTwo
- hand: AcTc,
- board: TdAsKcAd9d
- action_history: 0:r200,1:r600,0:c/1:c,0:r2400,1:c/1:c,0:r3000,1:c/1:c,0:r14000,1:f
- total_win: 49950
- AI position:1
- AI card:As|4c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions regrets:30.2906|1932.85|0.583047|1.51519|152.149|22.6086|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.904071, regret:1932.85, randomc:0.312805
- total pot:600
- python rec ai action: call
- community cards:Ts|3c|6d|
- mycard:1, range:0.903203
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.678|0.612077|0.397816|0.266501|0.00612055|0|0.0156607|0.0240094|
- after update actions regrets:212.678|0.612077|0.397816|0.266501|0.00612055|0|0.0156607|0.0240094|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.678, randomc:0.007705
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ts|3c|6d|8c|
- mycard:1, range:0.897622
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:139.006|62.9807|7.45426|4.55926|0|
- mycard range:0.897622
- update strategy
- iter:12000
- after update actions regrets:7053.05|-24136|-2801.51|-44460.4|-1.27147e+06|
- after update actions average regrets:9310.64|0|964.768|0|0|
- AI take action:check, probability:0.906171, regret:7053.05, randomc:0.591776
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ts|3c|6d|8c|5d|
- mycard:1, range:0.813344
- before update actions:l|1|2|4|n|
- before update actions regrets:213.946|0.0538086|0|0|0|
- mycard range:0.813344
- update strategy
- iter:12000
- after update actions regrets:4965.36|-11733.5|-8956.59|-12369.6|-234681|
- after update actions average regrets:9417.08|646.47|79.6362|132.098|0|
- AI take action:check, probability:0.916586, regret:4965.36, randomc:0.19676
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:3027.86|745.996|-1632.33|-2629.86|-55512.3|
- mycard range:0.813344
- update strategy
- iter:12000
- after update actions regrets:5890.37|596.51|-15821.8|-19924.3|-94129.8|
- after update actions average regrets:12388.9|7507.77|129.112|462.563|0|
- AI take action:fold, probability:0.604706, regret:5890.37, randomc:0.363749
- total pot:1200
- python rec ai action: fold
- -------------- game: 1467 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , As4c
- board: Ts3c6d8c5d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 49650
- AI position:0
- AI card:7d|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.72217, regret:1544.26, randomc:0.678886
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|Tc|4d|
- mycard:0, range:0.721617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.041|0.659925|0.126562|0.101236|0.0320874|0.0260123|0|0.0128059|
- after update actions regrets:213.041|0.659925|0.126562|0.101236|0.0320874|0.0260123|0|0.0128059|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.041, randomc:0.542674
- total pot:400
- python rec ai action: check
- community cards:9c|Tc|4d|9d|
- mycard:0, range:0.718384
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:1.05452|24.1605|183.299|5.48636|0|
- mycard range:0.718384
- update strategy
- iter:12000
- after update actions regrets:21530.7|-6062.23|-38444.1|-129614|-4.58957e+06|
- after update actions average regrets:9660.39|1039.57|48.516|0|0|
- AI take action:check, probability:0.898855, regret:21530.7, randomc:0.359881
- total pot:400
- python rec ai action: check
- community cards:9c|Tc|4d|9d|6s|
- mycard:0, range:0.645661
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0390533|58.9963|154.592|0.372842|0|
- mycard range:0.645661
- update strategy
- iter:12000
- after update actions regrets:-244362|14074.2|6272.81|-653.412|-1.78097e+06|
- after update actions average regrets:0|4698.86|4891.77|988.894|0|
- AI take action:raise 200, probability:0.444171, regret:14074.2, randomc:0.395848
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1468 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Th7d, 4s5c
- board: 9cTc4d9d6s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 50050
- AI position:1
- AI card:5c|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.833186
- total pot:400
- python rec ai action: fold
- -------------- game: 1469 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5cTh
- board:
- action_history: 0:r300,1:f
- total_win: 49950
- AI position:0
- AI card:2c|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0823584, regret:176.529, randomc:0.980612
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8c|Qs|Tc|
- mycard:0, range:0.0824903
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:56.7601|114.704|11.7338|26.683|3.77665|0.34261|0|0|
- after update actions regrets:56.7601|114.704|11.7338|26.683|3.77665|0.34261|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.542857, regret:114.704, randomc:0.470009
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:8c|Qs|Tc|Qh|
- mycard:0, range:0.0442147
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:3.56303|155.516|54.8831|0.0377427|0|
- mycard range:0.0442147
- update strategy
- iter:12000
- after update actions regrets:29128|747.934|67312.3|-77816.5|-2.6808e+06|
- after update actions average regrets:4037.03|1873.98|4568.17|324.881|0|
- AI take action:check, probability:0.373727, regret:29128, randomc:0.206199
- total pot:1200
- python rec ai action: check
- community cards:8c|Qs|Tc|Qh|6h|
- mycard:0, range:0.0165212
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.0165212
- update strategy
- iter:12000
- after update actions regrets:214|-466842|-88998|-108967|-114398|-137210|
- after update actions average regrets:10894|0|0|0|0|0|
- AI take action:fold, probability:1, regret:214, randomc:0.511323
- total pot:2400
- python rec ai action: fold
- -------------- game: 1470 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2c5h,
- board: 8cQsTcQh6h
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:c/1:r1200,0:f
- total_win: 49350
- AI position:1
- AI card:3s|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.790768
- total pot:400
- python rec ai action: fold
- -------------- game: 1471 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9c3s
- board:
- action_history: 0:r300,1:f
- total_win: 49250
- AI position:0
- AI card:4s|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625351, regret:1337.26, randomc:0.219512
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1472 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Tc4s,
- board:
- action_history: 0:r200,1:f
- total_win: 49350
- AI position:1
- AI card:3c|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.561732
- total pot:400
- python rec ai action: fold
- -------------- game: 1473 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3c5h
- board:
- action_history: 0:r300,1:f
- total_win: 49250
- AI position:0
- AI card:Js|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.761459, regret:1628.49, randomc:0.493799
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|3c|Kc|
- mycard:0, range:0.760976
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:139.296|56.9657|17.4849|0.193729|0.0599284|0|0|0|
- after update actions regrets:139.296|56.9657|17.4849|0.193729|0.0599284|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.65566, regret:139.296, randomc:0.498707
- total pot:400
- python rec ai action: check
- community cards:Qd|3c|Kc|3h|
- mycard:0, range:0.495331
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.894|0.0699366|0.0359258|0|0|
- mycard range:0.495331
- update strategy
- iter:12000
- after update actions regrets:3689.32|-49702.5|-75318.5|-77153.6|-3.3787e+06|
- after update actions average regrets:10945|0|0|0|0|
- AI take action:check, probability:1, regret:3689.32, randomc:0.494887
- total pot:400
- python rec ai action: check
- community cards:Qd|3c|Kc|3h|5d|
- mycard:0, range:0.495331
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0|0.1|0|0|
- mycard range:0.495331
- update strategy
- iter:12000
- after update actions regrets:967.613|-70232.3|-82028.2|-180183|-2.22519e+06|
- after update actions average regrets:10771|0|0|0|0|
- AI take action:check, probability:1, regret:967.613, randomc:0.57674
- total pot:400
- python rec ai action: check
- -------------- game: 1474 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: Js9h, Jd7s
- board: Qd3cKc3h5d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49250
- AI position:1
- AI card:5h|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1015.03|14.104|775.726|255.951|76.7131|1.23691|1.23658|0|
- after update actions regrets:1015.03|14.104|775.726|255.951|76.7131|1.23691|1.23658|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.362658, regret:775.726, randomc:0.494417
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9c|Qs|Jh|
- mycard:1, range:0.362489
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.033|6.93978|0.0274641|0|0|0|0|0|
- after update actions regrets:207.033|6.93978|0.0274641|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971831, regret:207.033, randomc:0.294954
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9c|Qs|Jh|Kd|
- mycard:1, range:0.350687
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:197.645|16.031|0.324311|0|0|
- mycard range:0.350687
- update strategy
- iter:12000
- after update actions regrets:1559.88|1464.6|-178.439|-10873.4|-251750|
- after update actions average regrets:5892.21|3059.52|1361.97|0|0|
- AI take action:check, probability:0.571373, regret:1559.88, randomc:0.217491
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-1130.37|551.36|-1586.5|-3320.5|-29338.5|
- mycard range:0.350687
- update strategy
- iter:12000
- after update actions regrets:-1435.37|551.36|-2708.5|-5605.5|-55411.5|
- after update actions average regrets:198.594|20581.1|501.466|0|0|
- AI take action:call, probability:0.967152, regret:551.36, randomc:0.691156
- total pot:1800
- python rec ai action: call
- community cards:9c|Qs|Jh|Kd|Ah|
- mycard:1, range:0.193757
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.193757
- update strategy
- iter:12000
- after update actions regrets:215.249|-9670.75|-20869.8|-45183.8|-464311|
- after update actions average regrets:10428|0|0|0|0|
- AI take action:check, probability:1, regret:215.249, randomc:0.896682
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:363.264|-792.566|-50434.2|-106047|-344745|
- mycard range:0.193757
- update strategy
- iter:12000
- after update actions regrets:363.264|-2966.57|-112977|-235289|-761470|
- after update actions average regrets:20244.4|127.52|0|0|0|
- AI take action:fold, probability:0.993766, regret:363.264, randomc:0.237112
- total pot:3600
- python rec ai action: fold
- -------------- game: 1475 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 5hKh
- board: 9cQsJhKdAh
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:r1800,1:f
- total_win: 48350
- AI position:0
- AI card:3s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.650304, regret:1391.27, randomc:0.630255
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|Qs|Ah|
- mycard:0, range:0.650125
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:15.2846|198.382|0.158529|0.104894|0.04052|0.0165242|0.0132123|0|
- after update actions regrets:15.2846|198.382|0.158529|0.104894|0.04052|0.0165242|0.0132123|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.929577, regret:198.382, randomc:0.102554
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Jh|Qs|Ah|Kh|
- mycard:0, range:0.602677
- turn subgame infoset node:2372672
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:208.33|5.33785|0.116199|0.0473804|0.168386|0|
- mycard range:0.602677
- update strategy
- iter:12000
- after update actions regrets:1924.5|-35334.5|-38684.7|-52078.8|-49743.7|-488288|
- after update actions average regrets:10985|0|0|0|0|0|
- AI take action:fold, probability:1, regret:1924.5, randomc:0.229871
- total pot:1600
- python rec ai action: fold
- -------------- game: 1476 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: Qd3s,
- board: JhQsAhKh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:r800,0:f
- total_win: 47950
- AI position:1
- AI card:Ts|9h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.595884, regret:1274.59, randomc:0.000759924
- total pot:200
- python rec ai action: check
- community cards:5h|4c|4d|
- mycard:1, range:0.595602
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.208|1.21757|0.828073|1.43951|0.227727|0.0788124|0|0|
- after update actions regrets:210.208|1.21757|0.828073|1.43951|0.227727|0.0788124|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.208, randomc:0.0401654
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:211.101|0.0602587|0.0404342|2.79786|0|
- after update actions regrets:211.101|0.0602587|0.0404342|2.79786|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.99061, regret:211.101, randomc:0.225142
- total pot:400
- python rec ai action: fold
- -------------- game: 1477 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9hTs
- board: 5h4c4d
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 47850
- AI position:0
- AI card:8s|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65, randomc:0.440017
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.88473
- total pot:800
- python rec ai action: fold
- -------------- game: 1478 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 8s5h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 47650
- AI position:1
- AI card:6c|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.277492, regret:593.737, randomc:0.908138
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:6d|Jd|Qc|
- mycard:1, range:0.277447
- before update actions:l|1|2|4|8|n|
- before update actions regrets:211.706|2.06381|0.182313|0.042535|0|0.00519085|
- after update actions regrets:211.706|2.06381|0.182313|0.042535|0|0.00519085|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.706, randomc:0.457157
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:6d|Jd|Qc|Qs|
- mycard:1, range:0.274473
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:211.293|2.4377|0.142171|0.126749|0|
- mycard range:0.274473
- update strategy
- iter:12000
- after update actions regrets:20133.9|-77414|-256918|-584737|-2.89247e+06|
- after update actions average regrets:10388.2|75.181|0|0|0|
- AI take action:check, probability:0.992832, regret:20133.9, randomc:0.164955
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:6d|Jd|Qc|Qs|Qd|
- mycard:1, range:0.272501
- before update actions:l|1|2|4|n|
- before update actions regrets:0.110494|207.019|6.77091|0.0488443|0.0509047|
- mycard range:0.272501
- update strategy
- iter:12000
- after update actions regrets:19412.9|8079.33|-33782.9|-105330|-1.3739e+06|
- after update actions average regrets:5161.34|4946.4|185.868|0|0|
- AI take action:check, probability:0.501457, regret:19412.9, randomc:0.352995
- total pot:3000
- python rec ai action: check
- -------------- game: 1479 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: Ac5c, 7c6c
- board: 6dJdQcQsQd
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49150
- AI position:0
- AI card:6s|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.392477
- total pot:150
- python rec ai action: fold
- -------------- game: 1480 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 6s2h,
- board:
- action_history: 0:f
- total_win: 49100
- AI position:1
- AI card:9c|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.858212, regret:1834.11, randomc:0.392477
- total pot:600
- python rec ai action: call
- community cards:Jd|Ts|Ad|
- mycard:1, range:0.857062
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:177.524|22.8913|12.7754|0.339418|0.195335|0.0978397|0.0779131|0.0990003|
- after update actions regrets:177.524|22.8913|12.7754|0.339418|0.195335|0.0978397|0.0779131|0.0990003|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.838863, regret:177.524, randomc:0.783135
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|Ts|Ad|6c|
- mycard:1, range:0.710976
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:173.473|39.3821|1.08387|0.060979|0|
- mycard range:0.710976
- update strategy
- iter:12000
- after update actions regrets:8492.28|12324.2|2029.89|-47614|-1.4302e+06|
- after update actions average regrets:4311.29|4404.47|1585.37|0|0|
- AI take action:check, probability:0.418544, regret:8492.28, randomc:0.296578
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jd|Ts|Ad|6c|Th|
- mycard:1, range:0.297562
- before update actions:l|1|2|4|n|
- before update actions regrets:0.225455|31.7315|181.972|0.0511546|0.0199181|
- mycard range:0.297562
- update strategy
- iter:12000
- after update actions regrets:-266.949|4637.56|-8145.2|-55280.1|-913773|
- after update actions average regrets:2288.86|7911.89|0|0|0|
- AI take action:raise 300, probability:0.775664, regret:4637.56, randomc:0.339102
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:1876.28|-4073.54|-16338.6|-15980.9|
- mycard range:0.297562
- update strategy
- iter:12000
- after update actions regrets:2407.77|3299.94|-22750.1|-61253.4|
- after update actions average regrets:16868.6|3646.85|98.104|0|
- AI take action:fold, probability:0.818358, regret:2407.77, randomc:0.635848
- total pot:2400
- python rec ai action: fold
- -------------- game: 1481 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , Jh9c
- board: JdTsAd6cTh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:r1500,1:f
- total_win: 48500
- AI position:0
- AI card:9c|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.312909, regret:669.864, randomc:0.916614
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1482 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9c9d,
- board:
- action_history: 0:r300,1:f
- total_win: 48600
- AI position:1
- AI card:4c|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.217029
- total pot:400
- python rec ai action: fold
- -------------- game: 1483 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4c8d
- board:
- action_history: 0:r300,1:f
- total_win: 48500
- AI position:0
- AI card:Ac|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.394946, regret:844.903, randomc:0.734064
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9c|Kc|Qs|
- mycard:0, range:0.394815
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:64.0804|84.4239|59.8159|5.49404|0|0|0.185714|0|
- after update actions regrets:64.0804|84.4239|59.8159|5.49404|0|0|0.185714|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.278302, regret:59.8159, randomc:0.897288
- total pot:2700
- python rec ai action: raise 1500
- opp action:call
- total pot:3600
- community cards:9c|Kc|Qs|7h|
- mycard:0, range:0.110356
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:191.809|14.9422|7.22008|0.000544465|0.0283122|
- mycard range:0.110356
- update strategy
- iter:12000
- after update actions regrets:930.78|-1041.69|1104.59|1630.37|-21390.6|
- after update actions average regrets:4047.95|1680.74|4040.2|1034|0|
- AI take action:raise 3600, probability:0.374039, regret:1104.59, randomc:0.714404
- total pot:7200
- python rec ai action: raise 3600
- -------------- game: 1484 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: AcQh,
- board: 9cKcQs7h
- action_history: 0:r300,1:c/1:r600,0:r1500,1:c/1:c,0:r3600,1:f
- total_win: 50300
- AI position:1
- AI card:Ts|5d
- -------------- game: 1485 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Ts5d
- board:
- action_history: 0:f
- total_win: 50350
- AI position:0
- AI card:Ts|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53, randomc:0.5648
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jd|8h|Ad|
- mycard:0, range:0.708192
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:26.7591|185.53|0.534505|0.923596|0.252996|0|0|0|
- after update actions regrets:26.7591|185.53|0.534505|0.923596|0.252996|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.876777, regret:185.53, randomc:0.613243
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Jd|8h|Ad|Ac|
- mycard:0, range:0.613975
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:1.08361|37.3546|134.888|40.6737|0|
- mycard range:0.613975
- update strategy
- iter:12000
- after update actions regrets:24985.4|-12914.3|-50508.8|-71968|-1.61495e+06|
- after update actions average regrets:10108.2|301.842|147.301|364.412|0|
- AI take action:check, probability:0.925641, regret:24985.4, randomc:0.207374
- total pot:800
- python rec ai action: check
- community cards:Jd|8h|Ad|Ac|4s|
- mycard:0, range:0.56824
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:171.434|5.86767|30.7349|5.96331|0|
- mycard range:0.56824
- update strategy
- iter:12000
- after update actions regrets:4904.88|6869.32|-12148.8|-74005.6|-1.03359e+06|
- after update actions average regrets:7401.61|3481.08|0|0|0|
- AI take action:raise 400, probability:0.319886, regret:6869.32, randomc:0.765973
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 1486 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: 6cTs, 4cJc
- board: Jd8hAdAc4s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 49550
- AI position:1
- AI card:7c|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.920056, regret:1968.1, randomc:0.698628
- total pot:400
- python rec ai action: fold
- -------------- game: 1487 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7c5d
- board:
- action_history: 0:r300,1:f
- total_win: 49450
- AI position:0
- AI card:3h|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.625|1432.28|570.147|12.8386|0.112217|0|0|0|
- after update actions regrets:0|124.625|1432.28|570.147|12.8386|0.112217|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.266604, regret:570.147, randomc:0.991185
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7d|7s|8d|
- mycard:0, range:0.266424
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|154.625|37.9076|9.01254|11.6157|0.630954|0.157339|0.0503921|
- after update actions regrets:0|154.625|37.9076|9.01254|11.6157|0.630954|0.157339|0.0503921|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.729858, regret:154.625, randomc:0.516858
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1488 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 7h3h,
- board: 7d7s8d
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 49750
- AI position:1
- AI card:2c|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.6708|1724.24|3.15347|7.57962|398.057|2.30307|0|0|0|
- after update actions regrets:4.6708|1724.24|3.15347|7.57962|398.057|2.30307|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.806361, regret:1724.24, randomc:0.041049
- total pot:600
- python rec ai action: call
- community cards:8s|Tc|Jc|
- mycard:1, range:0.805718
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.999|6.31668|0.479857|0.128842|0.0612039|0|0.0141048|0|
- after update actions regrets:206.999|6.31668|0.479857|0.128842|0.0612039|0|0.0141048|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.999, randomc:0.349587
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8s|Tc|Jc|4h|
- mycard:1, range:0.77936
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.286|0.293448|0.12594|0.294713|0|
- mycard range:0.77936
- update strategy
- iter:12000
- after update actions regrets:10632.7|-6016.33|-23517.5|-22981.3|-900495|
- after update actions average regrets:10551.9|64.4366|0.938794|0|0|
- AI take action:check, probability:0.993971, regret:10632.7, randomc:0.972151
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8s|Tc|Jc|4h|5d|
- mycard:1, range:0.774561
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.774561
- update strategy
- iter:12000
- after update actions regrets:2192.67|-93735.3|-127312|-199390|-435255|
- after update actions average regrets:10573|0|0|0|0|
- AI take action:check, probability:1, regret:2192.67, randomc:0.631303
- total pot:600
- python rec ai action: check
- -------------- game: 1489 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 6c6h, 2h2c
- board: 8sTcJc4h5d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 49450
- AI position:0
- AI card:9c|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.312909, regret:669.864, randomc:0.699885
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7h|5s|6h|
- mycard:0, range:0.313021
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:158.641|46.7954|8.48111|0.0217098|0.0205882|0.014503|0.020284|0.00588235|
- after update actions regrets:158.641|46.7954|8.48111|0.0217098|0.0205882|0.014503|0.020284|0.00588235|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.745283, regret:158.641, randomc:0.347747
- total pot:600
- python rec ai action: check
- community cards:7h|5s|6h|2h|
- mycard:0, range:0.232046
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:48.2519|0.411425|165.263|0.073422|0|
- mycard range:0.232046
- update strategy
- iter:12000
- after update actions regrets:-111485|23301.5|10769.3|7646.14|-2.43028e+06|
- after update actions average regrets:0|5890.85|2611.35|2104.17|0|
- AI take action:raise 1200, probability:0.198397, regret:7646.14, randomc:0.923827
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1490 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 9c9h,
- board: 7h5s6h2h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 49750
- AI position:1
- AI card:Ts|9d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions regrets:1274.59|11.0179|550.273|183.489|55.1907|65.1124|0.328416|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.25725, regret:550.273, randomc:0.646237
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ks|7h|3s|
- mycard:1, range:0.257137
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:28.7825|111.784|69.6765|3.75678|0|0|0|0|
- after update actions regrets:28.7825|111.784|69.6765|3.75678|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.526066, regret:111.784, randomc:0.539492
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1491 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ts9d
- board: Ks7h3s
- action_history: 0:c,1:r300,0:c/1:r300,0:f
- total_win: 50050
- AI position:0
- AI card:4c|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.582|1522.54|497.167|5.67307|0.0327013|0|0|0|
- after update actions regrets:0|114.582|1522.54|497.167|5.67307|0.0327013|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.71188, regret:1522.54, randomc:0.197272
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5s|7h|8h|
- mycard:0, range:0.711469
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:44.0992|129.789|23.6192|13.1748|3.31785|0|0|0|
- after update actions regrets:44.0992|129.789|23.6192|13.1748|3.31785|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.608491, regret:129.789, randomc:0.236583
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1492 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4c9c,
- board: 5s7h8h
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 50250
- AI position:1
- AI card:8c|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9, randomc:0.228369
- total pot:600
- python rec ai action: call
- community cards:Qs|9s|7h|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:198.391|14.8007|0.308086|0.0803143|0.00857546|0.287403|0.12153|0.00291225|
- after update actions regrets:198.391|14.8007|0.308086|0.0803143|0.00857546|0.287403|0.12153|0.00291225|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.933962, regret:198.391, randomc:0.62086
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.588768|209.234|4.0826|0.0945488|0|
- after update actions regrets:0.588768|209.234|4.0826|0.0945488|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.981221, regret:209.234, randomc:0.431846
- total pot:1800
- python rec ai action: call
- community cards:Qs|9s|7h|Qc|
- mycard:1, range:0.767021
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:212.19|1.52033|0.117308|0.1|0.07239|
- mycard range:0.767021
- update strategy
- iter:12000
- after update actions regrets:4587.04|-14043.6|-35642|-127360|-800995|
- after update actions average regrets:10239.1|119.103|0|0|0|
- AI take action:check, probability:0.988511, regret:4587.04, randomc:0.771986
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Qs|9s|7h|Qc|Tc|
- mycard:1, range:0.758202
- before update actions:l|1|2|4|n|
- before update actions regrets:212.724|1.17845|0.0671154|0.0306337|0|
- mycard range:0.758202
- update strategy
- iter:12000
- after update actions regrets:1471.51|-12019|-25667.1|-20139.2|-111983|
- after update actions average regrets:10658|0|0|0|0|
- AI take action:check, probability:1, regret:1471.51, randomc:0.946483
- total pot:1800
- python rec ai action: check
- -------------- game: 1493 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 4h6h, 9d8c
- board: Qs9s7hQcTc
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 51150
- AI position:0
- AI card:3d|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.584|1430.56|566.386|13.2419|0.232415|0|0|0|
- after update actions regrets:0|129.584|1430.56|566.386|13.2419|0.232415|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.264733, regret:566.386, randomc:0.926882
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8s|8d|5s|
- mycard:0, range:0.264667
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.333|0.0296296|0.0529412|0.571831|0.012963|0|0|0|
- after update actions regrets:213.333|0.0296296|0.0529412|0.571831|0.012963|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.333, randomc:0.44193
- total pot:600
- python rec ai action: check
- community cards:8s|8d|5s|Ks|
- mycard:0, range:0.263841
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:162.551|51.4488|0|0|0|
- mycard range:0.263841
- update strategy
- iter:12000
- after update actions regrets:-33236.4|2509.51|11401.1|-2505.93|-2.26737e+06|
- after update actions average regrets:0|7182.05|3554.79|1.00301|0|
- AI take action:raise 600, probability:0.331005, regret:11401.1, randomc:0.910333
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1494 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 4d3d,
- board: 8s8d5sKs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 51450
- AI position:1
- AI card:Kc|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.83536, regret:1786.01, randomc:0.375784
- total pot:600
- python rec ai action: call
- community cards:5c|2s|7h|
- mycard:1, range:0.834583
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.19|0.378025|1.10195|0.261317|0.0691695|0|0|0|
- after update actions regrets:212.19|0.378025|1.10195|0.261317|0.0691695|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.19, randomc:0.832679
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:206.491|7.12503|0.176578|0.125687|0.0821951|
- after update actions regrets:206.491|7.12503|0.176578|0.125687|0.0821951|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.967136, regret:206.491, randomc:0.350208
- total pot:1200
- python rec ai action: fold
- -------------- game: 1495 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Kc9d
- board: 5c2s7h
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 51150
- AI position:0
- AI card:2s|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.178755, regret:382.932, randomc:0.135097
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:2109.54|16.8467|9.08169|4.53533|0|
- after update actions regrets:2109.54|16.8467|9.08169|4.53533|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.986436, regret:2109.54, randomc:0.00837439
- total pot:400
- python rec ai action: fold
- -------------- game: 1496 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: 2sJd,
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 51050
- AI position:1
- AI card:Ts|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52, randomc:0.338914
- total pot:400
- python rec ai action: fold
- -------------- game: 1497 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ts6c
- board:
- action_history: 0:r300,1:f
- total_win: 50950
- AI position:0
- AI card:Jc|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.741815, regret:1586.79, randomc:0.606956
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:As|9d|Td|
- mycard:0, range:0.74149
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:43.3627|116.562|36.3542|14.6048|3.11616|0|0|0|
- after update actions regrets:43.3627|116.562|36.3542|14.6048|3.11616|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.54717, regret:116.562, randomc:0.615127
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:As|9d|Td|3s|
- mycard:0, range:0.403877
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:3.64444|99.255|109.003|2.09767|0|
- mycard range:0.403877
- update strategy
- iter:12000
- after update actions regrets:30190.7|-28585.7|26806|-71877.9|-1.3282e+06|
- after update actions average regrets:4350.43|1258.75|5028.02|0.205954|0|
- AI take action:raise 800, probability:0.472734, regret:26806, randomc:0.990711
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1498 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Jc7h,
- board: As9dTd3s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 51350
- AI position:1
- AI card:6s|5h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1420.35|7.17547|395.755|178.858|84.3767|53.4893|0|0|
- after update actions regrets:1420.35|7.17547|395.755|178.858|84.3767|53.4893|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.664483, regret:1420.35, randomc:0.552199
- total pot:200
- python rec ai action: check
- community cards:8s|Qd|4c|
- mycard:1, range:0.663713
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.023|1.56423|0.27077|0.14192|0|0|0|0|
- after update actions regrets:212.023|1.56423|0.27077|0.14192|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.023, randomc:0.317769
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.416|0.0420277|0.539826|0.00203979|0|
- after update actions regrets:213.416|0.0420277|0.539826|0.00203979|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.416, randomc:0.371354
- total pot:400
- python rec ai action: fold
- -------------- game: 1499 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5h6s
- board: 8sQd4c
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 51250
- AI position:0
- AI card:2s|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96, randomc:0.245629
- total pot:150
- python rec ai action: fold
- -------------- game: 1500 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s3d,
- board:
- action_history: 0:f
- total_win: 51200
- AI position:1
- AI card:6s|As
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions regrets:648.989|14.9307|972.255|372.073|115.997|15.7547|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.303371, regret:648.989, randomc:0.245629
- total pot:200
- python rec ai action: check
- community cards:8s|5h|3s|
- mycard:1, range:0.303266
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:203.853|9.49468|0.444908|0.134548|0.0274574|0.0128385|0.0181529|0.0147155|
- after update actions regrets:203.853|9.49468|0.444908|0.134548|0.0274574|0.0128385|0.0181529|0.0147155|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.957547, regret:203.853, randomc:0.846724
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0.0986256|213.417|0.348352|0.0423252|0.0933022|
- after update actions regrets:0.0986256|213.417|0.348352|0.0423252|0.0933022|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:1, regret:213.417, randomc:0.0151148
- total pot:600
- python rec ai action: call
- community cards:8s|5h|3s|Td|
- mycard:1, range:0.288099
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.811|0.189112|0|0|0|
- mycard range:0.288099
- update strategy
- iter:12000
- after update actions regrets:1821.58|-4860.04|-5823.23|-4203.23|-68569.2|
- after update actions average regrets:9720.47|638.871|111.719|80.1553|0|
- AI take action:check, probability:0.921414, regret:1821.58, randomc:0.716772
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8s|5h|3s|Td|9d|
- mycard:1, range:0.265416
- before update actions:l|1|2|4|n|
- before update actions regrets:55.3089|14.5623|122.497|21.6316|0|
- mycard range:0.265416
- update strategy
- iter:12000
- after update actions regrets:376.763|40.0161|-219.049|-397.915|-14505.5|
- after update actions average regrets:7567.39|2496.74|354.253|228.046|0|
- AI take action:check, probability:0.71085, regret:376.763, randomc:0.615982
- total pot:600
- python rec ai action: check
- -------------- game: 1501 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 8hKd, As6s
- board: 8s5h3sTd9d
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 50900
- AI position:0
- AI card:Td|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.196537, regret:420.897, randomc:0.841639
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3c|Jh|8d|
- mycard:0, range:0.196681
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.833|1.69833|0.167483|0.211409|0.0524986|0.0125|0.0126504|0.0125|
- after update actions regrets:211.833|1.69833|0.167483|0.211409|0.0524986|0.0125|0.0126504|0.0125|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.833, randomc:0.809448
- total pot:600
- python rec ai action: check
- community cards:3c|Jh|8d|7d|
- mycard:0, range:0.194689
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:200.035|0.141414|13.8|0.0232727|0|
- mycard range:0.194689
- update strategy
- iter:12000
- after update actions regrets:10641.7|-13866.2|25399.4|11944.7|-2.01949e+06|
- after update actions average regrets:3428.52|1530.53|3981.06|1624.5|0|
- AI take action:raise 300, probability:0.144845, regret:-13866.2, randomc:0.360402
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:3c|Jh|8d|7d|7c|
- mycard:0, range:0.0282052
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:205.306|0.101351|0.196641|8.39576|0|
- mycard range:0.0282052
- update strategy
- iter:12000
- after update actions regrets:4481.94|-3456.26|19022.9|-17845|-195692|
- after update actions average regrets:1864.56|1274.95|7596.75|0|0|
- AI take action:raise 1200, probability:0.707658, regret:19022.9, randomc:0.346803
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 1502 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: TdQh,
- board: 3cJh8d7d7c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:c/1:c,0:r1200,1:f
- total_win: 51500
- AI position:1
- AI card:8s|6c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1583.93|6.47618|373.431|90.9296|39.243|45.9889|0|0|
- after update actions regrets:1583.93|6.47618|373.431|90.9296|39.243|45.9889|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.741105, regret:1583.93, randomc:0.387022
- total pot:200
- python rec ai action: check
- community cards:Jd|Tc|Th|
- mycard:1, range:0.740155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.821|0.105999|0.0708763|0.00186816|0|0|0|0|
- after update actions regrets:213.821|0.105999|0.0708763|0.00186816|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.821, randomc:0.12302
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Tc|Th|2h|
- mycard:1, range:0.739536
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:147.635|64.6375|1.5071|0.220763|0|
- mycard range:0.739536
- update strategy
- iter:12000
- after update actions regrets:767.831|-1207.17|-2485.3|-2879.58|-118251|
- after update actions average regrets:10526|0|0|0|0|
- AI take action:check, probability:1, regret:767.831, randomc:0.265179
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Tc|Th|2h|4s|
- mycard:1, range:0.739536
- before update actions:l|1|2|4|n|
- before update actions regrets:186.621|2.63829|15.3173|9.42338|0|
- mycard range:0.739536
- update strategy
- iter:12000
- after update actions regrets:682.667|-506.316|-60.6366|-91.5305|-23628|
- after update actions average regrets:6126.35|0|2743.11|1529.28|0|
- AI take action:raise 200, probability:0.263801, regret:-60.6366, randomc:0.733619
- total pot:400
- python rec ai action: raise 200
- opp action:raise 800
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:216.499|-1368.3|-1156.3|-10168.3|
- mycard range:0.739536
- update strategy
- iter:12000
- after update actions regrets:216.499|-1368.3|-1156.3|-10168.3|
- after update actions average regrets:9737.28|0|1.71961|0|
- AI take action:fold, probability:0.999897, regret:216.499, randomc:0.0984945
- total pot:1200
- python rec ai action: fold
- -------------- game: 1503 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 8s6c
- board: JdTcTh2h4s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r200,0:r800,1:f
- total_win: 51200
- AI position:0
- AI card:4c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58, randomc:0.38433
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5c|Ac|Td|
- mycard:0, range:0.598868
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:155.721|1.51483|15.5784|36.1413|5.04483|0|0|0|
- after update actions regrets:155.721|1.51483|15.5784|36.1413|5.04483|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.169811, regret:36.1413, randomc:0.97388
- total pot:1200
- python rec ai action: raise 800
- opp action:call
- total pot:2000
- community cards:5c|Ac|Td|5h|
- mycard:0, range:0.10114
- turn subgame infoset node:1108992
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:212.637|1.15172|0.210901|0|0|
- mycard range:0.10114
- update strategy
- iter:12000
- after update actions regrets:15803.6|-60537.9|-257352|-326908|-2.61071e+06|
- after update actions average regrets:10435.7|349.876|0|0|0|
- AI take action:check, probability:0.967637, regret:15803.6, randomc:0.843537
- total pot:2000
- python rec ai action: check
- community cards:5c|Ac|Td|5h|9h|
- mycard:0, range:0.0978588
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:163.472|18.5973|28.8457|3.08525|0|
- mycard range:0.0978588
- update strategy
- iter:12000
- after update actions regrets:16884.6|-73150.3|-70069.1|-194625|-1.31734e+06|
- after update actions average regrets:8326.15|722.525|1803.54|0|0|
- AI take action:check, probability:0.767303, regret:16884.6, randomc:0.489075
- total pot:2000
- python rec ai action: check
- -------------- game: 1504 -----------------
- win_money: -1000
- players: Bot, OpenStackTwo
- hand: 4c7h, Tc8h
- board: 5cAcTd5h9h
- action_history: 0:r200,1:c/1:c,0:r800,1:c/1:c,0:c/1:c,0:c
- total_win: 50200
- AI position:1
- AI card:4s|Kd
- -------------- game: 1505 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 4sKd
- board:
- action_history: 0:f
- total_win: 50250
- AI position:0
- AI card:3c|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.584|1430.56|566.386|13.2419|0.232415|0|0|0|
- after update actions regrets:0|129.584|1430.56|566.386|13.2419|0.232415|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.668849, regret:1430.56, randomc:0.497764
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ts|Ks|Ah|
- mycard:0, range:0.668484
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.843|2.21796|5.73164|0|0.207128|0|0|0|
- after update actions regrets:205.843|2.21796|5.73164|0|0.207128|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.843, randomc:0.917732
- total pot:400
- python rec ai action: check
- community cards:Ts|Ks|Ah|Tc|
- mycard:0, range:0.643004
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:53.8134|47.7869|112.26|0.139688|0|
- mycard range:0.643004
- update strategy
- iter:12000
- after update actions regrets:16604.2|-24067.5|-36654.1|-64321.2|-7.0419e+06|
- after update actions average regrets:7909.83|1530.26|803.011|659.285|0|
- AI take action:check, probability:0.72553, regret:16604.2, randomc:0.157046
- total pot:400
- python rec ai action: check
- community cards:Ts|Ks|Ah|Tc|4s|
- mycard:0, range:0.466509
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:5.16959|208.346|0.366322|0.112621|0.00504587|0|
- mycard range:0.466509
- update strategy
- iter:12000
- after update actions regrets:4625.74|-821.08|-18674.1|-15050.3|-16008.4|-429244|
- after update actions average regrets:7167.36|3621.8|0|0|0|0|
- AI take action:fold, probability:0.664349, regret:4625.74, randomc:0.318959
- total pot:800
- python rec ai action: fold
- -------------- game: 1506 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3c4c,
- board: TsKsAhTc4s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 50050
- AI position:1
- AI card:Js|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions regrets:0|107.092|5.8355|28.0147|1846.96|149.408|0.300886|0.2545|2.1386|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.863828, regret:1846.96, randomc:0.0954512
- total pot:1800
- python rec ai action: raise 1500
- opp action:allin
- total pot:21500
- before update actions:d|l|
- before update actions regrets:0|2140|
- after update actions regrets:0|2140|
- after update actions average regrets:0|0|
- AI take action:call, probability:1, regret:2140, randomc:0.138395
- total pot:40000
- python rec ai action: call
- -------------- game: 1507 -----------------
- win_money: 20000
- players: OpenStackTwo, Bot
- hand: AhKc, JdJs
- board: 6d4d8hQsTd
- action_history: 0:r300,1:r1500,0:r20000,1:c
- total_win: 70050
- AI position:0
- AI card:8c|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65, randomc:0.510641
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1508 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8c5d,
- board:
- action_history: 0:r200,1:f
- total_win: 70150
- AI position:1
- AI card:9d|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.57999|1589.63|4.10484|11.485|521.709|5.80745|0|0|0.682278|
- after update actions regrets:6.57999|1589.63|4.10484|11.485|521.709|5.80745|0|0|0.682278|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.243914, regret:521.709, randomc:0.87261
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:2h|2c|8s|
- mycard:1, range:0.243789
- before update actions:l|1|2|4|8|n|
- before update actions regrets:113.622|3.05742|97.2528|0.0135314|0|0.0547855|
- after update actions regrets:113.622|3.05742|97.2528|0.0135314|0|0.0547855|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.530516, regret:113.622, randomc:0.314793
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:2h|2c|8s|4c|
- mycard:1, range:0.129438
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:213.882|0.0581132|0|0.0298639|0.0296315|
- mycard range:0.129438
- update strategy
- iter:12000
- after update actions regrets:76959.4|20487.6|-24820.4|-76797.2|-778435|
- after update actions average regrets:6198.48|3465.62|602.659|2.15155|0|
- AI take action:check, probability:0.603682, regret:76959.4, randomc:0.26817
- total pot:3000
- python rec ai action: check
- opp action:raise 3000
- total pot:6000
- before update actions:d|l|1|2|n|
- before update actions regrets:24725.6|-310024|-21303.1|-33742.2|-218154|
- mycard range:0.129438
- update strategy
- iter:12000
- after update actions regrets:73951.4|-565798|-13445.3|-1873.43|-414453|
- after update actions average regrets:16369.1|0|2228.15|2142.45|0|
- AI take action:fold, probability:0.789286, regret:73951.4, randomc:0.048253
- total pot:6000
- python rec ai action: fold
- -------------- game: 1509 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: , 9dQd
- board: 2h2c8s4c
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:r3000,1:f
- total_win: 68650
- AI position:0
- AI card:6c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.186536, regret:399.03, randomc:0.880955
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1510 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Kh6c,
- board:
- action_history: 0:r300,1:f
- total_win: 68750
- AI position:1
- AI card:3s|As
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.62497|1478.09|2.84719|8.12158|615.523|29.5738|0.134807|0.0845473|0|
- after update actions regrets:5.62497|1478.09|2.84719|8.12158|615.523|29.5738|0.134807|0.0845473|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.691624, regret:1478.09, randomc:0.680101
- total pot:600
- python rec ai action: call
- community cards:8s|3c|4c|
- mycard:1, range:0.690696
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.777|7.97482|0.146639|0.0529707|0.00725521|0|0.040954|0|
- after update actions regrets:205.777|7.97482|0.146639|0.0529707|0.00725521|0|0.040954|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.777, randomc:0.15004
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.827807|203.071|0.789689|9.31154|0|
- after update actions regrets:0.827807|203.071|0.789689|9.31154|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.957547, regret:203.071, randomc:0.51173
- total pot:1800
- python rec ai action: call
- community cards:8s|3c|4c|Td|
- mycard:1, range:0.630238
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:211.519|2.30589|0.15351|0.0216977|0|
- mycard range:0.630238
- update strategy
- iter:12000
- after update actions regrets:1741.32|-20069.9|-41069|-39967.2|-683857|
- after update actions average regrets:10749|0|0|0|0|
- AI take action:check, probability:1, regret:1741.32, randomc:0.446062
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:464.705|-7055.94|-37041.9|-37669.3|-113068|
- mycard range:0.630238
- update strategy
- iter:12000
- after update actions regrets:5188.84|-2692.8|-62056.8|-54633.2|-261083|
- after update actions average regrets:20976.3|576.403|0|0|0|
- AI take action:fold, probability:0.973274, regret:5188.84, randomc:0.212599
- total pot:3600
- python rec ai action: fold
- -------------- game: 1511 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 3sAs
- board: 8s3c4cTd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:f
- total_win: 67850
- AI position:0
- AI card:6c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions regrets:0|166.087|1355.93|605.97|12.0154|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.63377, regret:1355.93, randomc:0.491158
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kh|8h|4c|
- mycard:0, range:0.633611
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:95.3718|117.658|0.700685|0|0.269323|0|0|0|
- after update actions regrets:95.3718|117.658|0.700685|0|0.269323|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.551887, regret:117.658, randomc:0.671441
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1512 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6c4h,
- board: Kh8h4c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 68050
- AI position:1
- AI card:Kc|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:43.8418|1861.31|0.77603|2.39067|214.055|17.6224|0|0|0|
- after update actions regrets:43.8418|1861.31|0.77603|2.39067|214.055|17.6224|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.870847, regret:1861.31, randomc:0.601876
- total pot:600
- python rec ai action: call
- community cards:Qc|Ac|7d|
- mycard:1, range:0.869773
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.452|10.1312|2.99157|0.0970626|0.0265022|0.0137734|0.287815|0.000590775|
- after update actions regrets:200.452|10.1312|2.99157|0.0970626|0.0265022|0.0137734|0.287815|0.000590775|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.452, randomc:0.817499
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.435819|200.1|6.37749|7.01356|0.0733633|
- after update actions regrets:0.435819|200.1|6.37749|7.01356|0.0733633|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.938967, regret:200.1, randomc:0.246514
- total pot:1800
- python rec ai action: call
- community cards:Qc|Ac|7d|5s|
- mycard:1, range:0.761788
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.505|0.331886|0.0626424|0.1|0|
- mycard range:0.761788
- update strategy
- iter:12000
- after update actions regrets:4066.43|-41064.7|-70258|-67622|-1.30676e+06|
- after update actions average regrets:10645|0|0|0|0|
- AI take action:check, probability:1, regret:4066.43, randomc:0.562183
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:4798.86|-2239.6|-36694.3|-14998.4|-92056.4|
- mycard range:0.761788
- update strategy
- iter:12000
- after update actions regrets:4798.86|-4739.6|-44927.3|-46415.4|-168673|
- after update actions average regrets:19976.9|781.696|0|0|0|
- AI take action:fold, probability:0.962374, regret:4798.86, randomc:0.520338
- total pot:3600
- python rec ai action: fold
- -------------- game: 1513 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 7hKc
- board: QcAc7d5s
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:f
- total_win: 67150
- AI position:0
- AI card:6h|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions regrets:0|139.167|1472.67|514.408|12.9207|0.830807|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688816, regret:1472.67, randomc:0.414964
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|Tc|As|
- mycard:0, range:0.688165
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:48.2854|26.7921|137.285|0.816654|0.742226|0.0781149|0|0|
- after update actions regrets:48.2854|26.7921|137.285|0.816654|0.742226|0.0781149|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.123223, regret:26.7921, randomc:0.296542
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:9s|Tc|As|7s|
- mycard:0, range:0.0861562
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0|213.27|0.629755|0.1|0|
- mycard range:0.0861562
- update strategy
- iter:12000
- after update actions regrets:-19849.5|35243.7|-42508.9|-132887|-3.66126e+06|
- after update actions average regrets:591.149|8570.49|646.751|758.14|0|
- AI take action:raise 800, probability:0.0611453, regret:-42508.9, randomc:0.910758
- total pot:1600
- python rec ai action: raise 800
- opp action:call
- total pot:2400
- community cards:9s|Tc|As|7s|Js|
- mycard:0, range:0.0052734
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0052734
- update strategy
- iter:12000
- after update actions regrets:2257.41|-743301|-1.06187e+06|-942736|-2.05682e+06|
- after update actions average regrets:10622|0|0|0|0|
- AI take action:check, probability:1, regret:2257.41, randomc:0.765751
- total pot:2400
- python rec ai action: check
- -------------- game: 1514 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: 8h6h, 8sTh
- board: 9sTcAs7sJs
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:c/1:c,0:c
- total_win: 65950
- AI position:1
- AI card:6c|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.549111, regret:1174.31, randomc:0.12769
- total pot:400
- python rec ai action: fold
- -------------- game: 1515 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5h6c
- board:
- action_history: 0:r300,1:f
- total_win: 65850
- AI position:0
- AI card:2h|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.651706, regret:1394.22, randomc:0.12769
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Th|Ac|Kd|
- mycard:0, range:0.651505
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:60.8148|121.613|31.564|0|0.00771429|0|0|0|
- after update actions regrets:60.8148|121.613|31.564|0|0.00771429|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.570755, regret:121.613, randomc:0.542893
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Th|Ac|Kd|5h|
- mycard:0, range:0.370242
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.972|0.0266667|0.00178971|0|0|
- mycard range:0.370242
- update strategy
- iter:12000
- after update actions regrets:-28235.1|35023.9|39186.9|-32889.1|-655071|
- after update actions average regrets:475.586|5544.94|4237.07|261.381|0|
- AI take action:raise 800, probability:0.402872, regret:39186.9, randomc:0.911155
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1516 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 2h8h,
- board: ThAcKd5h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 66250
- AI position:1
- AI card:4d|9d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1556.73|5.72663|378.448|109.785|53.7058|34.9396|0.668879|0|
- after update actions regrets:1556.73|5.72663|378.448|109.785|53.7058|34.9396|0.668879|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.728806, regret:1556.73, randomc:0.480597
- total pot:200
- python rec ai action: check
- community cards:6c|5d|5c|
- mycard:1, range:0.727442
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:156.093|56.1236|1.75406|0.0295858|0|0|0|0|
- after update actions regrets:156.093|56.1236|1.75406|0.0295858|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.732394, regret:156.093, randomc:0.0236865
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:212.451|0.188463|1.35484|0.00611831|0|
- after update actions regrets:212.451|0.188463|1.35484|0.00611831|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.995305, regret:212.451, randomc:0.0928183
- total pot:400
- python rec ai action: fold
- -------------- game: 1517 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4d9d
- board: 6c5d5c
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 66150
- AI position:0
- AI card:Qc|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28, randomc:0.333113
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|9c|Th|
- mycard:0, range:0.746393
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2.12175|194.459|16.6893|0.230931|0.499493|0|0|0|
- after update actions regrets:2.12175|194.459|16.6893|0.230931|0.499493|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.915094, regret:194.459, randomc:0.198113
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:2s|9c|Th|3h|
- mycard:0, range:0.678236
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:9.77789|202.797|1.41631|0.00892857|0|
- mycard range:0.678236
- update strategy
- iter:12000
- after update actions regrets:30266.5|-12308.5|-113469|-137951|-2.76354e+06|
- after update actions average regrets:6245.92|2522.68|1489.93|342.463|0|
- AI take action:check, probability:0.589262, regret:30266.5, randomc:0.551278
- total pot:800
- python rec ai action: check
- community cards:2s|9c|Th|3h|Jc|
- mycard:0, range:0.399605
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:212.936|0.977529|0.0868023|0|0|
- mycard range:0.399605
- update strategy
- iter:12000
- after update actions regrets:12016.4|-50365.6|-43160.5|-140511|-2.42603e+06|
- after update actions average regrets:10156.6|378.968|176.999|4.05163|0|
- AI take action:check, probability:0.947919, regret:12016.4, randomc:0.295156
- total pot:800
- python rec ai action: check
- -------------- game: 1518 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 9hQc, 7c6d
- board: 2s9cTh3hJc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 66550
- AI position:1
- AI card:4s|4c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.63263|1802.42|3.87793|9.09519|317.213|1.66169|0.0982998|0|0|
- after update actions regrets:5.63263|1802.42|3.87793|9.09519|317.213|1.66169|0.0982998|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.843238, regret:1802.42, randomc:0.173167
- total pot:600
- python rec ai action: call
- community cards:7d|Jc|5d|
- mycard:1, range:0.842253
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.576|1.9036|0.392055|0.0923542|0.00141297|0.0324361|0|0.00190631|
- after update actions regrets:211.576|1.9036|0.392055|0.0923542|0.00141297|0.0324361|0|0.00190631|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.576, randomc:0.0672358
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.425|0|0.371522|0.168262|0.0353211|
- after update actions regrets:213.425|0|0.371522|0.168262|0.0353211|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.425, randomc:0.83714
- total pot:1200
- python rec ai action: fold
- -------------- game: 1519 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 4c4s
- board: 7dJc5d
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 66250
- AI position:0
- AI card:3s|Ts
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.949|1473.95|551.282|3.81761|0|0|0|0|
- after update actions regrets:0|110.949|1473.95|551.282|3.81761|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.689284, regret:1473.95, randomc:0.116513
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ac|Jc|Ks|
- mycard:0, range:0.688762
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:176.848|11.7901|14.7896|6.54717|4.02505|0|0|0|
- after update actions regrets:176.848|11.7901|14.7896|6.54717|4.02505|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.834123, regret:176.848, randomc:0.580411
- total pot:400
- python rec ai action: check
- community cards:Ac|Jc|Ks|6s|
- mycard:0, range:0.569188
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.875|0.125263|0|0|0|
- mycard range:0.569188
- update strategy
- iter:12000
- after update actions regrets:7436|-34369.7|-24858.9|28777.1|-1.79623e+06|
- after update actions average regrets:7159.5|1101.95|85.5807|2637.07|0|
- AI take action:check, probability:0.651885, regret:7436, randomc:0.0593419
- total pot:400
- python rec ai action: check
- community cards:Ac|Jc|Ks|6s|8d|
- mycard:0, range:0.371
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:179.441|30.6685|3.87248|0.0175501|0|0|
- mycard range:0.371
- update strategy
- iter:12000
- after update actions regrets:3043.11|-11912.7|-8567.46|-14403.3|-42471.3|-705507|
- after update actions average regrets:10379.8|0|479.419|0|132.815|0|
- AI take action:fold, probability:0.944404, regret:3043.11, randomc:0.219077
- total pot:800
- python rec ai action: fold
- -------------- game: 1520 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3sTs,
- board: AcJcKs6s8d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 66050
- AI position:1
- AI card:8s|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:485.104|23.4243|1176.43|355.315|95.3016|1.19465|0|3.23123|
- after update actions regrets:485.104|23.4243|1176.43|355.315|95.3016|1.19465|0|3.23123|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.550047, regret:1176.43, randomc:0.422766
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:6h|Jc|Th|
- mycard:1, range:0.549733
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.759|7.62785|0.3524|0.101112|0.159365|0|0|0|
- after update actions regrets:205.759|7.62785|0.3524|0.101112|0.159365|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.759, randomc:0.919259
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|Jc|Th|7c|
- mycard:1, range:0.528564
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:188.803|23.7236|1.47305|0|0|
- mycard range:0.528564
- update strategy
- iter:12000
- after update actions regrets:2179.44|823.358|-7982.89|-10535.4|-161565|
- after update actions average regrets:8754.2|1647.63|46.2779|0|0|
- AI take action:check, probability:0.837944, regret:2179.44, randomc:0.0401751
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-118.294|1172.19|-278.287|186.214|-10263.3|
- mycard range:0.528564
- update strategy
- iter:12000
- after update actions regrets:402.98|1922.46|-345.013|-1083.51|-28234|
- after update actions average regrets:5986.98|15166|216.171|75.9847|0|
- AI take action:fold, probability:0.279172, regret:402.98, randomc:0.0537927
- total pot:1200
- python rec ai action: fold
- -------------- game: 1521 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 8s8h
- board: 6hJcTh7c
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 65750
- AI position:0
- AI card:Kd|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7, randomc:0.481369
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1731.84|408.159|0|
- after update actions regrets:0|1731.84|408.159|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.809257, regret:1731.84, randomc:0.0766126
- total pot:1200
- python rec ai action: call
- community cards:7h|2c|4h|
- mycard:0, range:0.498307
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:211.938|2.03943|0.00362627|0|0.018556|0|0|
- after update actions regrets:211.938|2.03943|0.00362627|0|0.018556|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.99061, regret:211.938, randomc:0.406814
- total pot:2400
- python rec ai action: fold
- -------------- game: 1522 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: QhKd,
- board: 7h2c4h
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 65150
- AI position:1
- AI card:9d|9h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.184|23.9579|1270.59|448.209|124.024|58.2925|2.02722|2.71718|
- after update actions regrets:210.184|23.9579|1270.59|448.209|124.024|58.2925|2.02722|2.71718|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.0271409, regret:58.2925, randomc:0.995606
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 1523 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9d9h
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 65250
- AI position:0
- AI card:4s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions regrets:2050.09|28.2063|18.5528|30.2455|12.8378|0.0707058|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.95884, regret:2050.09, randomc:0.25406
- total pot:150
- python rec ai action: fold
- -------------- game: 1524 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d4s,
- board:
- action_history: 0:f
- total_win: 65200
- AI position:1
- AI card:7c|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:12.9364|1663.05|2.36307|9.0556|429.157|23.4369|0|0|0|
- after update actions regrets:12.9364|1663.05|2.36307|9.0556|429.157|23.4369|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.77783, regret:1663.05, randomc:0.0252134
- total pot:600
- python rec ai action: call
- community cards:5h|Kh|3c|
- mycard:1, range:0.777127
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.723|0.765231|0.47332|0.0382736|0|0|0|0|
- after update actions regrets:212.723|0.765231|0.47332|0.0382736|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.723, randomc:0.665537
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.451|0.226961|0.292093|0.0301122|0|
- after update actions regrets:213.451|0.226961|0.292093|0.0301122|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.451, randomc:0.548594
- total pot:1200
- python rec ai action: fold
- -------------- game: 1525 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7cTc
- board: 5hKh3c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 64900
- AI position:0
- AI card:2c|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.371|1132.22|848.627|10.7387|0.0415372|0|0|0|
- after update actions regrets:0|148.371|1132.22|848.627|10.7387|0.0415372|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.396632, regret:848.627, randomc:0.835887
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Td|Js|4d|
- mycard:0, range:0.396555
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:175.987|2.5591|16.0197|19.3754|0.0301043|0.028866|0|0|
- after update actions regrets:175.987|2.5591|16.0197|19.3754|0.0301043|0.028866|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.825472, regret:175.987, randomc:0.687759
- total pot:600
- python rec ai action: check
- community cards:Td|Js|4d|6c|
- mycard:0, range:0.326114
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.991|0|0|0|0.009375|
- mycard range:0.326114
- update strategy
- iter:12000
- after update actions regrets:5457.42|-130215|-216543|-233624|-2.31138e+06|
- after update actions average regrets:10701.6|200.035|0|0|0|
- AI take action:check, probability:0.981653, regret:5457.42, randomc:0.435699
- total pot:600
- python rec ai action: check
- community cards:Td|Js|4d|6c|6s|
- mycard:0, range:0.32013
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:202.768|0.120729|11.0313|0.08|0|
- mycard range:0.32013
- update strategy
- iter:12000
- after update actions regrets:5178.78|-54857.9|-46010|-197746|-2.40409e+06|
- after update actions average regrets:10871|0|0|0|0|
- AI take action:check, probability:1, regret:5178.78, randomc:0.814522
- total pot:600
- python rec ai action: check
- -------------- game: 1526 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 2c2d, ThAs
- board: TdJs4d6c6s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 64600
- AI position:1
- AI card:3s|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.02, randomc:0.635318
- total pot:400
- python rec ai action: fold
- -------------- game: 1527 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3sQd
- board:
- action_history: 0:r300,1:f
- total_win: 64500
- AI position:0
- AI card:6s|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.36|1414.01|608.237|5.1808|0|0.208236|0|0|
- after update actions regrets:0|112.36|1414.01|608.237|5.1808|0|0.208236|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0523609, regret:112.36, randomc:0.045964
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:4s|7s|6c|
- mycard:0, range:0.0525045
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.0202333|46.5012|124.264|23.9792|16.6041|0.765954|1.34629|0.518951|
- after update actions regrets:0.0202333|46.5012|124.264|23.9792|16.6041|0.765954|1.34629|0.518951|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.590476, regret:124.264, randomc:0.405485
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1528 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6s6d,
- board: 4s7s6c
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 64600
- AI position:1
- AI card:Ac|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.192794, regret:412.79, randomc:0.825858
- total pot:1800
- python rec ai action: raise 1500
- opp action:raise 4500
- total pot:6000
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.720928
- total pot:6000
- python rec ai action: fold
- -------------- game: 1529 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: , Ac9h
- board:
- action_history: 0:r300,1:r1500,0:r4500,1:f
- total_win: 63100
- AI position:0
- AI card:9d|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.723703, regret:1548.25, randomc:0.307365
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|Qd|5h|
- mycard:0, range:0.723481
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.468|0.218048|0.116738|0.116257|0.0804827|0|0|0|
- after update actions regrets:213.468|0.218048|0.116738|0.116257|0.0804827|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.468, randomc:0.458842
- total pot:400
- python rec ai action: check
- community cards:8h|Qd|5h|3d|
- mycard:0, range:0.721685
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.845|0|0.154763|0|0|
- mycard range:0.721685
- update strategy
- iter:12000
- after update actions regrets:14761.5|8917|-26084.4|-41618.6|-3.4963e+06|
- after update actions average regrets:4566.61|6153.2|0|0|0|
- AI take action:raise 200, probability:0.574027, regret:8917, randomc:0.761214
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8h|Qd|5h|3d|Jd|
- mycard:0, range:0.414249
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0|0.1|0|0|
- mycard range:0.414249
- update strategy
- iter:12000
- after update actions regrets:-36283.4|2557.69|11421.8|19017.7|-206264|
- after update actions average regrets:195.228|1181.98|7093.55|2141.94|0|
- AI take action:raise 800, probability:0.66852, regret:11421.8, randomc:0.423767
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1530 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Kh9d,
- board: 8hQd5h3dJd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 63500
- AI position:1
- AI card:6s|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.111839, regret:239.547, randomc:0.938173
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1531 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6sAc
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 63800
- AI position:0
- AI card:As|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions regrets:0|80.5927|1333.97|722.452|2.78236|0.20734|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.337857, regret:722.452, randomc:0.749038
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1532 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: As8h,
- board:
- action_history: 0:r300,1:f
- total_win: 63900
- AI position:1
- AI card:6c|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions regrets:365.731|1723.03|0.276487|0.265618|40.082|10.614|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805893, regret:1723.03, randomc:0.253862
- total pot:600
- python rec ai action: call
- community cards:Kc|5d|4d|
- mycard:1, range:0.805155
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:163.55|49.4134|0.581778|0.270306|0.00602202|0.0590432|0.0164406|0.103162|
- after update actions regrets:163.55|49.4134|0.581778|0.270306|0.00602202|0.0590432|0.0164406|0.103162|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.768868, regret:163.55, randomc:0.459806
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.18111|174.653|24.0648|14.804|0.297033|
- after update actions regrets:0.18111|174.653|24.0648|14.804|0.297033|
- after update actions average regrets:0|0|0|0|0|
- AI take action:raise 1500, probability:0.113208, regret:24.0648, randomc:0.827896
- total pot:2700
- python rec ai action: raise 1500
- opp action:call
- total pot:3600
- community cards:Kc|5d|4d|2c|
- mycard:1, range:0.0691964
- turn subgame infoset node:562080
- before update actions:l|1|2|4|n|
- before update actions regrets:210.708|2.88566|0.228912|0.176945|0|
- mycard range:0.0691964
- update strategy
- iter:12000
- after update actions regrets:5937|-36695.8|-18892.5|-56090.5|-163589|
- after update actions average regrets:9487.9|548.965|438.204|0|0|
- AI take action:check, probability:0.905853, regret:5937, randomc:0.52905
- total pot:3600
- python rec ai action: check
- opp action:check
- total pot:3600
- community cards:Kc|5d|4d|2c|3d|
- mycard:1, range:0.0626754
- before update actions:l|1|2|4|n|
- before update actions regrets:0.324562|3.19716|210.157|0.289208|0.0323794|
- mycard range:0.0626754
- update strategy
- iter:12000
- after update actions regrets:3876.39|-744.737|2511.22|-7860.65|-35332.9|
- after update actions average regrets:6009.67|1482.86|2749.11|43.2508|0|
- AI take action:check, probability:0.584363, regret:3876.39, randomc:0.174267
- total pot:3600
- python rec ai action: check
- -------------- game: 1533 -----------------
- win_money: 1800
- players: OpenStackTwo, Bot
- hand: Kh4c, Kd6c
- board: Kc5d4d2c3d
- action_history: 0:r300,1:c/1:c,0:r600,1:r1500,0:c/1:c,0:c/1:c,0:c
- total_win: 65700
- AI position:0
- AI card:7c|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94, randomc:0.204943
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1090.98|1048.84|0.177647|0|
- after update actions regrets:1090.98|1048.84|0.177647|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.509822, regret:1090.98, randomc:0.494701
- total pot:800
- python rec ai action: fold
- -------------- game: 1534 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 9d7c,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 65500
- AI position:1
- AI card:3h|Jh
- -------------- game: 1535 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3hJh
- board:
- action_history: 0:f
- total_win: 65550
- AI position:0
- AI card:3c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.449228, regret:960.75, randomc:0.709513
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1536 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6d3c,
- board:
- action_history: 0:r200,1:f
- total_win: 65650
- AI position:1
- AI card:Tc|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1457.09|8.9025|461.083|145.747|35.0499|32.1293|0|0|
- after update actions regrets:1457.09|8.9025|461.083|145.747|35.0499|32.1293|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.215622, regret:461.083, randomc:0.820197
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3h|Td|Kd|
- mycard:1, range:0.215459
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.071|3.73893|0.146779|0.0245558|0.0191161|0|0|0|
- after update actions regrets:210.071|3.73893|0.146779|0.0245558|0.0191161|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.071, randomc:0.811141
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|Td|Kd|5h|
- mycard:1, range:0.211503
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:43.1693|169.621|1.21011|0|0|
- mycard range:0.211503
- update strategy
- iter:12000
- after update actions regrets:3473.81|850.263|-3727.84|-20855.1|-147946|
- after update actions average regrets:7938.16|2320.66|67.6407|64.118|0|
- AI take action:check, probability:0.764077, regret:3473.81, randomc:0.289738
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|Td|Kd|5h|9h|
- mycard:1, range:0.161583
- before update actions:l|1|2|4|n|
- before update actions regrets:125.743|0.292123|87.9443|0.0205897|0|
- mycard range:0.161583
- update strategy
- iter:12000
- after update actions regrets:507.372|1160.92|325.574|-9341.35|-123017|
- after update actions average regrets:3949.87|3132.16|3113.45|0|0|
- AI take action:check, probability:0.387385, regret:507.372, randomc:0.163391
- total pot:600
- python rec ai action: check
- -------------- game: 1537 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 6c2c, Tc8h
- board: 3hTdKd5h9h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 65950
- AI position:0
- AI card:8s|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1965.12|124.195|10.8316|24.8112|14.5407|0.501729|0|0|0|
- after update actions regrets:1965.12|124.195|10.8316|24.8112|14.5407|0.501729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.919513, regret:1965.12, randomc:0.81828
- total pot:150
- python rec ai action: fold
- -------------- game: 1538 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3h8s,
- board:
- action_history: 0:f
- total_win: 65900
- AI position:1
- AI card:9c|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2090.04|0.0620251|2.96926|0|0.0983135|46.2103|0.619044|0|
- after update actions regrets:2090.04|0.0620251|2.96926|0|0.0983135|46.2103|0.619044|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.977549, regret:2090.04, randomc:0.81828
- total pot:200
- python rec ai action: check
- community cards:Jh|4h|8c|
- mycard:1, range:0.976655
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:168.427|38.1812|5.69395|1.018|0.668667|0.011019|0|0|
- after update actions regrets:168.427|38.1812|5.69395|1.018|0.668667|0.011019|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.792453, regret:168.427, randomc:0.224715
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jh|4h|8c|5d|
- mycard:1, range:0.768669
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:198.248|14.4778|0.914101|0.36049|0|
- mycard range:0.768669
- update strategy
- iter:12000
- after update actions regrets:213.294|-3121.48|-6716.04|-11422.6|-149786|
- after update actions average regrets:10499|0|0|0|0|
- AI take action:check, probability:1, regret:213.294, randomc:0.286302
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jh|4h|8c|5d|8d|
- mycard:1, range:0.768669
- before update actions:l|1|2|4|n|
- before update actions regrets:31.4321|69.6492|77.1973|35.7215|0|
- mycard range:0.768669
- update strategy
- iter:12000
- after update actions regrets:534.327|231.544|417.092|166.616|-5329.11|
- after update actions average regrets:1718.72|2163.94|3029.13|3317.69|0|
- AI take action:raise 200, probability:0.296177, regret:417.092, randomc:0.520787
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1539 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9c2h
- board: Jh4h8c5d8d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r200,0:f
- total_win: 66000
- AI position:0
- AI card:Js|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09, randomc:0.754744
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qh|5d|9s|
- mycard:0, range:0.729948
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:118.017|91.9177|3.65729|0.323185|0.08509|0|0|0|
- after update actions regrets:118.017|91.9177|3.65729|0.323185|0.08509|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.556604, regret:118.017, randomc:0.0650267
- total pot:400
- python rec ai action: check
- community cards:Qh|5d|9s|Tc|
- mycard:0, range:0.402552
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:10.2775|203.723|0|0|0|0|
- mycard range:0.402552
- update strategy
- iter:12000
- after update actions regrets:-71086.8|14200.6|6629.91|6607.91|-31790.1|-502818|
- after update actions average regrets:0|7748.59|2955.84|130.89|0|0|
- AI take action:call, probability:0.715222, regret:14200.6, randomc:0.586924
- total pot:1200
- python rec ai action: call
- community cards:Qh|5d|9s|Tc|3s|
- mycard:0, range:0.287874
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.942|0.0391813|0.0192982|0|0|
- mycard range:0.287874
- update strategy
- iter:12000
- after update actions regrets:814.617|-7184.29|-13992.3|-8784.32|-151837|
- after update actions average regrets:10847|0|0|0|0|
- AI take action:check, probability:1, regret:814.617, randomc:0.996954
- total pot:1200
- python rec ai action: check
- -------------- game: 1540 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 5hJs, 8d7s
- board: Qh5d9sTc3s
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:c
- total_win: 66600
- AI position:1
- AI card:3c|Kc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1331.85|11.3546|567.685|181.148|46.2931|1.33405|0.331425|0|
- after update actions regrets:1331.85|11.3546|567.685|181.148|46.2931|1.33405|0.331425|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.622836, regret:1331.85, randomc:0.382845
- total pot:200
- python rec ai action: check
- community cards:6c|Ac|9h|
- mycard:1, range:0.622361
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.729|0.681052|0.359689|0.17614|0.0337506|0.0202942|0|0|
- after update actions regrets:212.729|0.681052|0.359689|0.17614|0.0337506|0.0202942|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.729, randomc:0.370285
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:6c|Ac|9h|Td|
- mycard:1, range:0.618665
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.383|1.51648|0.100972|0|0|
- mycard range:0.618665
- update strategy
- iter:12000
- after update actions regrets:3118.14|1472.27|1565.85|711.754|-183423|
- after update actions average regrets:5174.11|2858.93|1470.68|789.309|0|
- AI take action:raise 100, probability:0.277718, regret:1472.27, randomc:0.545937
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:6c|Ac|9h|Td|Qd|
- mycard:1, range:0.171837
- before update actions:l|1|2|4|n|
- before update actions regrets:184.432|13.1596|16.2176|0.190639|0|
- mycard range:0.171837
- update strategy
- iter:12000
- after update actions regrets:656.104|-492.168|-119.11|-3374.14|-216278|
- after update actions average regrets:9687.67|0|558.089|0|0|
- AI take action:check, probability:0.945534, regret:656.104, randomc:0.339856
- total pot:400
- python rec ai action: check
- -------------- game: 1541 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: 3d6h, 3cKc
- board: 6cAc9hTdQd
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:c,0:c
- total_win: 66400
- AI position:0
- AI card:8c|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738541, regret:1579.33, randomc:0.223541
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9h|Qd|Ts|
- mycard:0, range:0.738003
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.841|1.03716|0.0281307|0.0513097|0.00565578|0|0.0366882|0|
- after update actions regrets:212.841|1.03716|0.0281307|0.0513097|0.00565578|0|0.0366882|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.841, randomc:0.713742
- total pot:400
- python rec ai action: check
- community cards:9h|Qd|Ts|Qc|
- mycard:0, range:0.734007
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0286908|213.938|0.0132312|0.00905292|0|0.010585|
- mycard range:0.734007
- update strategy
- iter:12000
- after update actions regrets:-132645|13219.7|-41755.2|-85173.2|-146844|-1.69894e+06|
- after update actions average regrets:0|10677.3|76.5672|0|0|0|
- AI take action:call, probability:0.992932, regret:13219.7, randomc:0.10143
- total pot:1200
- python rec ai action: call
- community cards:9h|Qd|Ts|Qc|7c|
- mycard:0, range:0.72878
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:103.406|110.594|0|0|0|0|
- mycard range:0.72878
- update strategy
- iter:12000
- after update actions regrets:-19221.2|4733.98|-52769.6|-61606.6|-71683.6|-145465|
- after update actions average regrets:1644.36|9131.56|0|64.4983|0|0|
- AI take action:fold, probability:0.151675, regret:-19221.2, randomc:0.0711719
- total pot:2400
- python rec ai action: fold
- -------------- game: 1542 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 8cTd,
- board: 9hQdTsQc7c
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:r1200,0:f
- total_win: 65800
- AI position:1
- AI card:3s|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0831529
- total pot:400
- python rec ai action: fold
- -------------- game: 1543 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s5d
- board:
- action_history: 0:r300,1:f
- total_win: 65700
- AI position:0
- AI card:Js|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.76088, regret:1626.99, randomc:0.0831529
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:589.272|1353.56|197.164|0|
- after update actions regrets:589.272|1353.56|197.164|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.632539, regret:1353.56, randomc:0.617527
- total pot:1200
- python rec ai action: call
- community cards:4d|7s|Qd|
- mycard:0, range:0.480878
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.923|0.01019|0.0093709|0.0169725|0.0068152|0|0.0338139|
- after update actions regrets:213.923|0.01019|0.0093709|0.0169725|0.0068152|0|0.0338139|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.923, randomc:0.743585
- total pot:2400
- python rec ai action: fold
- -------------- game: 1544 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 8cJs,
- board: 4d7sQd
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 65100
- AI position:1
- AI card:7h|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:909.181|15.1844|852.709|272.084|87.7198|2.03814|1.08399|0|
- after update actions regrets:909.181|15.1844|852.709|272.084|87.7198|2.03814|1.08399|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.127222, regret:272.084, randomc:0.871719
- total pot:600
- python rec ai action: raise 500
- opp action:call
- total pot:1000
- community cards:3h|5d|9h|
- mycard:1, range:0.127142
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:184.646|27.2427|0.443788|0.822946|0.614418|0.143834|0.0861258|
- after update actions regrets:184.646|27.2427|0.443788|0.822946|0.614418|0.143834|0.0861258|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.872038, regret:184.646, randomc:0.602665
- total pot:1000
- python rec ai action: check
- opp action:check
- total pot:1000
- community cards:3h|5d|9h|Qd|
- mycard:1, range:0.109702
- turn subgame infoset node:2118368
- before update actions:l|1|2|4|n|
- before update actions regrets:213.921|0.0789236|0|0|0|
- mycard range:0.109702
- update strategy
- iter:12000
- after update actions regrets:2935.86|-2426.79|461.132|4844.7|-56788.9|
- after update actions average regrets:4198.66|1656.03|2379.15|1980.28|0|
- AI take action:raise 1000, probability:0.232938, regret:461.132, randomc:0.70108
- total pot:2000
- python rec ai action: raise 1000
- opp action:raise 4000
- total pot:6000
- before update actions:d|l|2|n|
- before update actions regrets:1973.59|1092.61|-15079.7|-11120.5|
- mycard range:0.109702
- update strategy
- iter:12000
- after update actions regrets:612.282|3702.3|-28631|-22641.8|
- after update actions average regrets:9204.26|11115.9|0|0|
- AI take action:fold, probability:0.452975, regret:612.282, randomc:0.356854
- total pot:6000
- python rec ai action: fold
- -------------- game: 1545 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: , Kh7h
- board: 3h5d9hQd
- action_history: 0:c,1:r500,0:c/1:c,0:c/1:r1000,0:r4000,1:f
- total_win: 63600
- AI position:0
- AI card:Ks|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.285447, regret:610.733, randomc:0.826373
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ad|8d|7d|
- mycard:0, range:0.285389
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.703|0.872248|0.387673|0.0358505|0.00120482|0|0|0|
- after update actions regrets:212.703|0.872248|0.387673|0.0358505|0.00120482|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.703, randomc:0.390523
- total pot:600
- python rec ai action: check
- community cards:Ad|8d|7d|Jc|
- mycard:0, range:0.283659
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:104.466|73.7771|35.7569|0|0|
- mycard range:0.283659
- update strategy
- iter:12000
- after update actions regrets:-11686.7|6237.63|-78799.4|-211691|-3.47526e+06|
- after update actions average regrets:673.138|10260.6|0|0|0|
- AI take action:raise 300, probability:0.938443, regret:6237.63, randomc:0.14073
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Ad|8d|7d|Jc|9h|
- mycard:0, range:0.266196
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.68|0.251334|0.0554487|0.0128205|0|
- mycard range:0.266196
- update strategy
- iter:12000
- after update actions regrets:3045.17|-432809|-526981|-746467|-3.99808e+06|
- after update actions average regrets:10849|0|0|0|0|
- AI take action:check, probability:1, regret:3045.17, randomc:0.836905
- total pot:1200
- python rec ai action: check
- -------------- game: 1546 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: JhKs, 8hTc
- board: Ad8d7dJc9h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:c/1:c,0:c
- total_win: 63000
- AI position:1
- AI card:8c|8d
- -------------- game: 1547 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8d8c
- board:
- action_history: 0:f
- total_win: 63050
- AI position:0
- AI card:Qd|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.753508, regret:1611.19, randomc:0.722723
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1491.85|643.888|4.25719|0|
- after update actions regrets:1491.85|643.888|4.25719|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.697381, regret:1491.85, randomc:0.283659
- total pot:800
- python rec ai action: fold
- -------------- game: 1548 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qd7h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 62850
- AI position:1
- AI card:Kd|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.38781|1491.57|3.18708|11.2588|598.537|28.0127|0.046584|0|0|
- after update actions regrets:7.38781|1491.57|3.18708|11.2588|598.537|28.0127|0.046584|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.697381, regret:1491.57, randomc:0.204663
- total pot:600
- python rec ai action: call
- community cards:8d|7d|Js|
- mycard:1, range:0.696995
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:165.35|47.8634|0.328183|0.339309|0.0693753|0.0212627|0.00538158|0.0234108|
- after update actions regrets:165.35|47.8634|0.328183|0.339309|0.0693753|0.0212627|0.00538158|0.0234108|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.778302, regret:165.35, randomc:0.743664
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8d|7d|Js|2s|
- mycard:1, range:0.538542
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.94|1.32693|0.4417|0.257567|0.0338578|
- mycard range:0.538542
- update strategy
- iter:12000
- after update actions regrets:19283.3|10770.6|9588.69|-919.744|-687657|
- after update actions average regrets:4932.53|3154.51|1364.32|703.361|0|
- AI take action:raise 600, probability:0.134345, regret:9588.69, randomc:0.820526
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1549 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , KdTh
- board: 8d7dJs2s
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 63150
- AI position:0
- AI card:3c|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.555659, regret:1188.52, randomc:0.167746
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|Ts|9s|
- mycard:0, range:0.555383
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:69.2773|76.2148|67.1604|1.07637|0.0773848|0.0215416|0|0.172216|
- after update actions regrets:69.2773|76.2148|67.1604|1.07637|0.0773848|0.0215416|0|0.172216|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.356808, regret:76.2148, randomc:0.633381
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:3s|Ts|9s|6d|
- mycard:0, range:0.197796
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:186.789|25.0519|2.07966|0.0493409|0.0298013|
- mycard range:0.197796
- update strategy
- iter:12000
- after update actions regrets:-248070|-45236.6|46554.4|10814.4|-2.00909e+06|
- after update actions average regrets:0|0|7473.85|3283.01|0|
- AI take action:raise 800, probability:0.811498, regret:46554.4, randomc:0.777641
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1550 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 3h3c,
- board: 3sTs9s6d
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 63550
- AI position:1
- AI card:Js|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.989705, regret:2115.62, randomc:0.931968
- total pot:200
- python rec ai action: check
- community cards:Jc|Th|3c|
- mycard:1, range:0.988609
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:169.545|36.8731|7.36849|0.181556|0.0193154|0.0123317|0|3.67344e-05|
- after update actions regrets:169.545|36.8731|7.36849|0.181556|0.0193154|0.0123317|0|3.67344e-05|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.79717, regret:169.545, randomc:0.274091
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jc|Th|3c|Qs|
- mycard:1, range:0.783243
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.111|0.83128|0.0574781|0|0|
- mycard range:0.783243
- update strategy
- iter:12000
- after update actions regrets:1409.89|216.612|-2927.16|-9366.22|-336508|
- after update actions average regrets:6898.35|3126.61|132.57|0|0|
- AI take action:check, probability:0.679204, regret:1409.89, randomc:0.677887
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:-334.483|1074.35|-223.545|217.458|-81337.6|
- mycard range:0.783243
- update strategy
- iter:12000
- after update actions regrets:-1025.14|1165.7|-1390.2|-884.199|-125666|
- after update actions average regrets:450.061|19422.5|474.342|603.392|0|
- AI take action:call, probability:0.927109, regret:1165.7, randomc:0.537555
- total pot:600
- python rec ai action: call
- community cards:Jc|Th|3c|Qs|3h|
- mycard:1, range:0.493138
- before update actions:l|1|2|4|n|
- before update actions regrets:213.987|0.0125563|0|0|0|
- mycard range:0.493138
- update strategy
- iter:12000
- after update actions regrets:229.853|-6208.12|-11435.1|-13775.1|-50260.1|
- after update actions average regrets:10424|0|0|0|0|
- AI take action:check, probability:1, regret:229.853, randomc:0.301858
- total pot:600
- python rec ai action: check
- -------------- game: 1551 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 6hKs, 2hJs
- board: JcTh3cQs3h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:c
- total_win: 63850
- AI position:0
- AI card:Td|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625351, regret:1337.26, randomc:0.489305
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|3c|Qc|
- mycard:0, range:0.624888
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:41.3105|160.507|8.96233|3.21609|0.00457971|0|0|0|
- after update actions regrets:41.3105|160.507|8.96233|3.21609|0.00457971|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.754717, regret:160.507, randomc:0.396031
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1552 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4hTd,
- board: Ad3cQc
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 64050
- AI position:1
- AI card:9d|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.231202
- total pot:400
- python rec ai action: fold
- -------------- game: 1553 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9d2h
- board:
- action_history: 0:r300,1:f
- total_win: 63950
- AI position:0
- AI card:Qs|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.205236, regret:439.309, randomc:0.891789
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ks|2c|4d|
- mycard:0, range:0.205285
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.904|1.58922|0.364473|0.0125693|0.0590361|0.0345551|0|0.0363606|
- after update actions regrets:211.904|1.58922|0.364473|0.0125693|0.0590361|0.0345551|0|0.0363606|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.904, randomc:0.216781
- total pot:600
- python rec ai action: check
- community cards:Ks|2c|4d|5h|
- mycard:0, range:0.203274
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.863|0.0722418|0.0351218|0.0291667|0|
- mycard range:0.203274
- update strategy
- iter:12000
- after update actions regrets:3955.86|-130180|-157073|-194321|-2.77294e+06|
- after update actions average regrets:10823|0|0|0|0|
- AI take action:check, probability:1, regret:3955.86, randomc:0.282706
- total pot:600
- python rec ai action: check
- community cards:Ks|2c|4d|5h|Jh|
- mycard:0, range:0.203274
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.162681|3.74743|209.899|0.169025|0.0222222|
- mycard range:0.203274
- update strategy
- iter:12000
- after update actions regrets:-84420.3|-3519.68|5135.47|-80594.3|-1.45201e+06|
- after update actions average regrets:0|130.603|10671.5|0|0|
- AI take action:raise 600, probability:0.987964, regret:5135.47, randomc:0.718028
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1554 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: QsJd,
- board: Ks2c4d5hJh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 64250
- AI position:1
- AI card:4c|3d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.7927, regret:1694.12, randomc:0.2052
- total pot:200
- python rec ai action: check
- community cards:Qc|9s|Kd|
- mycard:1, range:0.791643
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.279|4.58729|0.048322|0|0.0856216|0|0|0|
- after update actions regrets:209.279|4.58729|0.048322|0|0.0856216|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981221, regret:209.279, randomc:0.686711
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qc|9s|Kd|Kc|
- mycard:1, range:0.774178
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.774178
- update strategy
- iter:12000
- after update actions regrets:221.267|-3765.73|-6182.73|-6725.73|-141394|
- after update actions average regrets:10253|0|0|0|0|
- AI take action:check, probability:1, regret:221.267, randomc:0.0972723
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qc|9s|Kd|Kc|9h|
- mycard:1, range:0.774178
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.774178
- update strategy
- iter:12000
- after update actions regrets:376.259|-1128.74|-3062.74|-8661.74|-32861.7|
- after update actions average regrets:8444.25|1782.58|0|0|0|
- AI take action:check, probability:0.825738, regret:376.259, randomc:0.640568
- total pot:200
- python rec ai action: check
- -------------- game: 1555 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: Ad7s, 3d4c
- board: Qc9sKdKc9h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 64150
- AI position:0
- AI card:Qs|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.55, randomc:0.285632
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|5c|6s|
- mycard:0, range:0.57549
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:157.873|6.96049|46.8312|1.95992|0.375194|0|0|0|
- after update actions regrets:157.873|6.96049|46.8312|1.95992|0.375194|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.747619, regret:157.873, randomc:0.108768
- total pot:400
- python rec ai action: check
- community cards:Jh|5c|6s|9h|
- mycard:0, range:0.424554
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.998|0.00217391|0|0|0|
- mycard range:0.424554
- update strategy
- iter:12000
- after update actions regrets:8134.96|-59916|-77482|-109870|-2.56962e+06|
- after update actions average regrets:10153.7|537.233|76.716|0|0|
- AI take action:check, probability:0.943061, regret:8134.96, randomc:0.578466
- total pot:400
- python rec ai action: check
- community cards:Jh|5c|6s|9h|Qc|
- mycard:0, range:0.400347
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|144.425|64.9184|4.55624|0.1|0|
- mycard range:0.400347
- update strategy
- iter:12000
- after update actions regrets:-467706|9944.95|-24384.6|-55584.9|-43706.4|-702059|
- after update actions average regrets:0|10527.9|209.104|102.47|0|0|
- AI take action:call, probability:0.971305, regret:9944.95, randomc:0.678963
- total pot:1200
- python rec ai action: call
- -------------- game: 1556 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: AhQs, 3d8d
- board: Jh5c6s9hQc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 64750
- AI position:1
- AI card:3c|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions regrets:2139.02|0.977714|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.02, randomc:0.533093
- total pot:400
- python rec ai action: fold
- -------------- game: 1557 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3cQd
- board:
- action_history: 0:r300,1:f
- total_win: 64650
- AI position:0
- AI card:4s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.249766, regret:534.395, randomc:0.771038
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1558 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4s5d,
- board:
- action_history: 0:r300,1:f
- total_win: 64750
- AI position:1
- AI card:2s|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.898428
- total pot:400
- python rec ai action: fold
- -------------- game: 1559 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s5c
- board:
- action_history: 0:r300,1:f
- total_win: 64650
- AI position:0
- AI card:9s|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0421151, regret:90.8982, randomc:0.010069
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Js|3c|Qs|
- mycard:0, range:0.0424758
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:10.4997|106.067|86.3018|5.57068|5.43773|0.123644|0|0|
- after update actions regrets:10.4997|106.067|86.3018|5.57068|5.43773|0.123644|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.5, regret:106.067, randomc:0.448919
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:Js|3c|Qs|2s|
- mycard:0, range:0.0210526
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.918|0.061194|0.0211185|0|0|
- mycard range:0.0210526
- update strategy
- iter:12000
- after update actions regrets:11326.7|-23746.1|-35752.2|-38248.2|-1.01921e+06|
- after update actions average regrets:10785|0.576201|11.59|0|0|
- AI take action:check, probability:0.998981, regret:11326.7, randomc:0.484476
- total pot:400
- python rec ai action: check
- community cards:Js|3c|Qs|2s|4s|
- mycard:0, range:0.0210289
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.885|0.115301|0|0|0|
- mycard range:0.0210289
- update strategy
- iter:12000
- after update actions regrets:-159257|2571.01|-13622.8|-27838.9|-50269.9|-470663|
- after update actions average regrets:0|10811|67.6074|0|0|0|
- AI take action:call, probability:0.993841, regret:2571.01, randomc:0.149757
- total pot:1200
- python rec ai action: call
- -------------- game: 1560 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Ac9s, 6sKh
- board: Js3cQs2s4s
- action_history: 0:c,1:c/1:c,0:r100,1:c/1:c,0:c/1:r400,0:c
- total_win: 65250
- AI position:1
- AI card:Qs|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.679757, regret:1454.67, randomc:0.29026
- total pot:400
- python rec ai action: fold
- -------------- game: 1561 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qs5d
- board:
- action_history: 0:r300,1:f
- total_win: 65150
- AI position:0
- AI card:Kd|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656996, regret:1404.99, randomc:0.29026
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|3h|Js|
- mycard:0, range:0.656537
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:144.456|64.8368|3.4883|1.17286|0.0306329|0.00695653|0|0.00835443|
- after update actions regrets:144.456|64.8368|3.4883|1.17286|0.0306329|0.00695653|0|0.00835443|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.679245, regret:144.456, randomc:0.344829
- total pot:400
- python rec ai action: check
- community cards:Qd|3h|Js|6d|
- mycard:0, range:0.443181
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:2.8497|87.3496|123.255|0.53347|0.011919|
- mycard range:0.443181
- update strategy
- iter:12000
- after update actions regrets:21497.5|-16328|4317.94|-92441.8|-3.1005e+06|
- after update actions average regrets:3136.08|344.009|7256.86|0|0|
- AI take action:check, probability:0.292101, regret:21497.5, randomc:0.0340786
- total pot:400
- python rec ai action: check
- community cards:Qd|3h|Js|6d|Ad|
- mycard:0, range:0.129446
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:6.30503|207.695|0|0|0|0|
- mycard range:0.129446
- update strategy
- iter:12000
- after update actions regrets:-19294.4|5821.95|-8875.74|-23672.7|-28366.7|-346402|
- after update actions average regrets:0|10485|0|0|0|0|
- AI take action:call, probability:1, regret:5821.95, randomc:0.261132
- total pot:1200
- python rec ai action: call
- -------------- game: 1562 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: KdJh, Ac7s
- board: Qd3hJs6dAd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 64550
- AI position:1
- AI card:Qs|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.573144|16.9281|926.342|509.072|251.658|423.153|11.0755|1.19949|
- after update actions regrets:0.573144|16.9281|926.342|509.072|251.658|423.153|11.0755|1.19949|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.117454, regret:251.658, randomc:0.790484
- total pot:1000
- python rec ai action: raise 900
- -------------- game: 1563 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , QdQs
- board:
- action_history: 0:c,1:r900,0:f
- total_win: 64650
- AI position:0
- AI card:5s|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.675714, regret:1444.57, randomc:0.587599
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1564 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Tc5s,
- board:
- action_history: 0:r200,1:f
- total_win: 64750
- AI position:1
- AI card:Ts|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.590824, regret:1262.76, randomc:0.543334
- total pot:600
- python rec ai action: call
- community cards:Js|3c|Ah|
- mycard:1, range:0.590076
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:184.436|17.3046|7.25846|4.42632|0.442648|0.049374|0.0434492|0.0395299|
- after update actions regrets:184.436|17.3046|7.25846|4.42632|0.442648|0.049374|0.0434492|0.0395299|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.867925, regret:184.436, randomc:0.468915
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.02|184.287|8.48659|20.9492|0.256765|
- after update actions regrets:0.02|184.287|8.48659|20.9492|0.256765|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.867925, regret:184.287, randomc:0.307298
- total pot:1800
- python rec ai action: call
- community cards:Js|3c|Ah|5s|
- mycard:1, range:0.437946
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:208.201|5.3487|0.321014|0.0943475|0.0345893|
- mycard range:0.437946
- update strategy
- iter:12000
- after update actions regrets:11202.2|-26217.6|-66881.7|-58058.9|-419742|
- after update actions average regrets:10421.7|267.472|21.0628|0|0|
- AI take action:check, probability:0.973107, regret:11202.2, randomc:0.36683
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Js|3c|Ah|5s|Kc|
- mycard:1, range:0.426148
- before update actions:l|1|2|4|n|
- before update actions regrets:103.558|0.437443|109.771|0.208926|0.0239546|
- mycard range:0.426148
- update strategy
- iter:12000
- after update actions regrets:2457.59|1523.47|784.799|-3557.76|-145576|
- after update actions average regrets:3446.01|3348.05|3719.22|0|0|
- AI take action:check, probability:0.327785, regret:2457.59, randomc:0.202212
- total pot:1800
- python rec ai action: check
- -------------- game: 1565 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: Tc6c, TsAc
- board: Js3cAh5sKc
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 65650
- AI position:0
- AI card:3d|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.747777, regret:1598.67, randomc:0.512903
- total pot:150
- python rec ai action: fold
- -------------- game: 1566 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 9h3d,
- board:
- action_history: 0:f
- total_win: 65600
- AI position:1
- AI card:9d|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:13.4751|1723.57|2.41506|6.28642|377.333|16.9184|0|0|0|
- after update actions regrets:13.4751|1723.57|2.41506|6.28642|377.333|16.9184|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.80627, regret:1723.57, randomc:0.512903
- total pot:600
- python rec ai action: call
- community cards:6s|9h|8d|
- mycard:1, range:0.805408
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.925|6.5482|0.289991|0.17692|0.0522834|0.000936024|0.00701779|0|
- after update actions regrets:206.925|6.5482|0.289991|0.17692|0.0522834|0.000936024|0.00701779|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.925, randomc:0.802991
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6s|9h|8d|5h|
- mycard:1, range:0.778779
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:190.395|23.4544|0.150359|0|0|
- mycard range:0.778779
- update strategy
- iter:12000
- after update actions regrets:10853.9|9308.98|-58631.9|-170693|-1.39423e+06|
- after update actions average regrets:5794.14|4720.26|0|0|0|
- AI take action:check, probability:0.551075, regret:10853.9, randomc:0.359293
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6s|9h|8d|5h|Jd|
- mycard:1, range:0.429159
- before update actions:l|1|2|4|n|
- before update actions regrets:46.5845|167.321|0.0941839|0|0|
- mycard range:0.429159
- update strategy
- iter:12000
- after update actions regrets:-888.146|6319.59|-63769.6|-123051|-653180|
- after update actions average regrets:568.436|9580.36|2.87838|0|0|
- AI take action:raise 300, probability:0.943842, regret:6319.59, randomc:0.403323
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1567 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Th9d
- board: 6s9h8d5hJd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 65900
- AI position:0
- AI card:7c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.715154, regret:1529.43, randomc:0.08084
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Js|8s|Qd|
- mycard:0, range:0.714688
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.426|10.4345|0.919363|0.165434|0.0372342|0.0178211|0|0|
- after update actions regrets:202.426|10.4345|0.919363|0.165434|0.0372342|0.0178211|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.426, randomc:0.66747
- total pot:400
- python rec ai action: check
- community cards:Js|8s|Qd|5h|
- mycard:0, range:0.676034
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:205.663|8.32428|0.0123401|0|0|0|
- mycard range:0.676034
- update strategy
- iter:12000
- after update actions regrets:-41633.6|6791.01|-60939.3|-92228.3|-118231|-1.52272e+06|
- after update actions average regrets:0|10839|0|0|0|0|
- AI take action:call, probability:1, regret:6791.01, randomc:0.400615
- total pot:1200
- python rec ai action: call
- community cards:Js|8s|Qd|5h|Ts|
- mycard:0, range:0.676034
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.1|1.58596|212.121|0.192892|0|
- mycard range:0.676034
- update strategy
- iter:12000
- after update actions regrets:-8829.44|3067.05|3355.58|-29129.3|-218901|
- after update actions average regrets:0|2449.89|8300.58|0|0|
- AI take action:raise 1200, probability:0.772165, regret:3355.58, randomc:0.953278
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 1568 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: 6d7c, Qs8h
- board: Js8sQd5hTs
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:r1200,1:c
- total_win: 64100
- AI position:1
- AI card:As|Ad
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.384471, regret:822.515, randomc:0.168018
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ac|3s|5c|
- mycard:1, range:0.384353
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:88.8585|94.4527|20.9571|8.77776|0.889881|0.00174258|0.00976692|0.0525007|
- after update actions regrets:88.8585|94.4527|20.9571|8.77776|0.889881|0.00174258|0.00976692|0.0525007|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.0952381, regret:20.9571, randomc:0.92601
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1569 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AsAd
- board: Ac3s5c
- action_history: 0:c,1:r300,0:c/1:r600,0:f
- total_win: 64400
- AI position:0
- AI card:Js|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730122, regret:1561.6, randomc:0.479684
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|Jc|Kc|
- mycard:0, range:0.729722
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.548|8.00521|0.142013|0.154169|0.0659468|0.0392133|0|0.0454734|
- after update actions regrets:205.548|8.00521|0.142013|0.154169|0.0659468|0.0392133|0|0.0454734|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.962441, regret:205.548, randomc:0.234873
- total pot:400
- python rec ai action: check
- community cards:2s|Jc|Kc|Ah|
- mycard:0, range:0.700901
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:194.383|1.33769|18.2693|0.0100686|0|
- mycard range:0.700901
- update strategy
- iter:12000
- after update actions regrets:-10627.3|14817.6|-36797.3|-150203|-2.87556e+06|
- after update actions average regrets:1106.71|8861.29|976.147|0|0|
- AI take action:raise 400, probability:0.0891894, regret:-36797.3, randomc:0.951409
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:2s|Jc|Kc|Ah|8h|
- mycard:0, range:0.0625159
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.617|0.221306|0.162069|0|0|
- mycard range:0.0625159
- update strategy
- iter:12000
- after update actions regrets:4774.05|-319852|-785962|-1.49914e+06|-1.2026e+06|
- after update actions average regrets:10859|0|0|0|0|
- AI take action:check, probability:1, regret:4774.05, randomc:0.0913426
- total pot:1200
- python rec ai action: check
- -------------- game: 1570 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: JsTd, Ad9s
- board: 2sJcKcAh8h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 63800
- AI position:1
- AI card:Ks|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 2700, probability:0.0646067, regret:138.621, randomc:0.959187
- total pot:3000
- python rec ai action: raise 2700
- opp action:call
- total pot:5400
- community cards:4s|Ac|6s|
- mycard:1, range:0.064776
- before update actions:l|1|2|4|n|
- before update actions regrets:206.434|5.41356|1.46551|0.0185939|0.667978|
- after update actions regrets:206.434|5.41356|1.46551|0.0185939|0.667978|
- after update actions average regrets:0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.434, randomc:0.339376
- total pot:5400
- python rec ai action: check
- opp action:check
- total pot:5400
- community cards:4s|Ac|6s|Kd|
- mycard:1, range:0.062486
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:1.63181|8.00863|204.223|0.0344026|0.101819|
- mycard range:0.062486
- update strategy
- iter:12000
- after update actions regrets:25124.4|23597.8|55302|-481591|-1.22076e+06|
- after update actions average regrets:2476.96|4226.83|3893.21|0|0|
- AI take action:raise 5400, probability:0.367437, regret:55302, randomc:0.870798
- total pot:10800
- python rec ai action: raise 5400
- opp action:call
- total pot:16200
- community cards:4s|Ac|6s|Kd|8c|
- mycard:1, range:0.0229566
- before update actions:l|1|n|
- before update actions regrets:0.332975|208.529|5.13843|
- mycard range:0.0229566
- update strategy
- iter:12000
- after update actions regrets:-383689|-511213|28394.1|
- after update actions average regrets:778.004|0|10013.2|
- AI take action:allin, probability:0.927903, regret:28394.1, randomc:0.523674
- total pot:28100
- python rec ai action: allin
- -------------- game: 1571 -----------------
- win_money: 20000
- players: OpenStackTwo, Bot
- hand: AhJh, KsAd
- board: 4sAc6sKd8c
- action_history: 0:r300,1:r2700,0:c/1:c,0:c/1:r5400,0:c/1:r11900,0:c
- total_win: 83800
- AI position:0
- AI card:4s|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.672591, regret:1438.15, randomc:0.30634
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6d|8c|4d|
- mycard:0, range:0.672034
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:127.297|86.5406|0.0430144|0.119828|0|0|0|0|
- after update actions regrets:127.297|86.5406|0.0430144|0.119828|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.403756, regret:86.5406, randomc:0.776598
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:6d|8c|4d|3d|
- mycard:0, range:0.271768
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.352|0.39605|0.251685|0|0|
- mycard range:0.271768
- update strategy
- iter:12000
- after update actions regrets:28675.6|-7270.35|-44601.5|-129490|-2.44991e+06|
- after update actions average regrets:6400.4|4207.62|269.019|42.6016|0|
- AI take action:raise 400, probability:0.385327, regret:-7270.35, randomc:0.810374
- total pot:1200
- python rec ai action: raise 400
- opp action:call
- total pot:1600
- community cards:6d|8c|4d|3d|6s|
- mycard:0, range:0.104719
- opp action:check
- total pot:1600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.888|0.111818|0|0|0|
- mycard range:0.104719
- update strategy
- iter:12000
- after update actions regrets:213.888|-134903|-120078|-122650|-1.07021e+06|
- after update actions average regrets:10961|0|0|0|0|
- AI take action:check, probability:1, regret:213.888, randomc:0.806345
- total pot:1600
- python rec ai action: check
- -------------- game: 1572 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: Jd4s, 8sAh
- board: 6d8c4d3d6s
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 83000
- AI position:1
- AI card:Js|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions regrets:1758.5|6.59025|280.534|52.269|6.53276|35.2952|0.278114|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.822649, regret:1758.5, randomc:0.345795
- total pot:200
- python rec ai action: check
- community cards:As|Td|Qh|
- mycard:1, range:0.821729
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:199.935|7.19897|6.40698|0.305526|0.153799|0|0|0|
- after update actions regrets:199.935|7.19897|6.40698|0.305526|0.153799|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.938679, regret:199.935, randomc:0.442504
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:As|Td|Qh|9c|
- mycard:1, range:0.767721
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:210.175|3.79098|0|0.0336969|0|
- mycard range:0.767721
- update strategy
- iter:12000
- after update actions regrets:618.079|728.694|399.903|-3.06288|-111726|
- after update actions average regrets:5195.41|1127.18|4117.87|2.82121|0|
- AI take action:check, probability:0.497558, regret:618.079, randomc:0.125446
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:As|Td|Qh|9c|9h|
- mycard:1, range:0.381932
- before update actions:l|1|2|4|n|
- before update actions regrets:213.757|0.118476|0.0248509|0.1|0|
- mycard range:0.381932
- update strategy
- iter:12000
- after update actions regrets:218.002|-10244.6|-9789.73|-12535.7|-32866.8|
- after update actions average regrets:10227|0|0|0|0|
- AI take action:check, probability:1, regret:218.002, randomc:0.723985
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:199.099|-561.771|-2287.62|-2703.41|-7403.68|
- mycard range:0.381932
- update strategy
- iter:12000
- after update actions regrets:199.099|-381.771|-1984.62|-2526.41|-6789.68|
- after update actions average regrets:19895.7|502.299|0|0|0|
- AI take action:fold, probability:0.975389, regret:199.099, randomc:0.818297
- total pot:400
- python rec ai action: fold
- -------------- game: 1573 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7hJs
- board: AsTdQh9c9h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 82900
- AI position:0
- AI card:8c|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.704258, regret:1505.92, randomc:0.0953596
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1574 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6h8c,
- board:
- action_history: 0:r200,1:f
- total_win: 83000
- AI position:1
- AI card:Ac|5d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.889565, regret:1901.23, randomc:0.809238
- total pot:600
- python rec ai action: call
- community cards:4s|6c|6s|
- mycard:1, range:0.888424
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:191.483|13.1253|9.19388|0.174846|0.0225169|0|0|0|
- after update actions regrets:191.483|13.1253|9.19388|0.174846|0.0225169|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.896714, regret:191.483, randomc:0.562146
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4s|6c|6s|5c|
- mycard:1, range:0.794946
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:9.84707|203.637|0.408203|0.00766766|0.1|
- mycard range:0.794946
- update strategy
- iter:12000
- after update actions regrets:-1540.06|15153.7|14766.3|-9467.14|-1.41004e+06|
- after update actions average regrets:2593.6|5576.29|1770.69|84.9969|0|
- AI take action:raise 300, probability:0.55632, regret:15153.7, randomc:0.367903
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:4s|6c|6s|5c|8d|
- mycard:1, range:0.442154
- before update actions:l|1|2|4|n|
- before update actions regrets:213.977|0.0188841|0.00461069|0|0|
- mycard range:0.442154
- update strategy
- iter:12000
- after update actions regrets:6292.66|1260.71|-36061.3|-187411|-729731|
- after update actions average regrets:5382.95|4995.5|0|0|0|
- AI take action:check, probability:0.518647, regret:6292.66, randomc:0.232817
- total pot:1200
- python rec ai action: check
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|n|
- before update actions regrets:3773.11|6804.79|-45067|-43720.9|-51510|
- mycard range:0.442154
- update strategy
- iter:12000
- after update actions regrets:-2342.97|8660.7|-107062|-75971|-18818.1|
- after update actions average regrets:7296.06|13635.5|0|0|93.8516|
- AI take action:call, probability:0.648545, regret:8660.7, randomc:0.711411
- total pot:3600
- python rec ai action: call
- -------------- game: 1575 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: Qd7h, Ac5d
- board: 4s6c6s5c8d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:r1200,1:c
- total_win: 81200
- AI position:0
- AI card:3c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions regrets:0|142.534|1188.52|800.671|8.27494|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.555659, regret:1188.52, randomc:0.479119
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jc|Ah|5s|
- mycard:0, range:0.555383
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.956|0|0.0440005|0|0|0|0|0|
- after update actions regrets:213.956|0|0.0440005|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.956, randomc:0.801296
- total pot:400
- python rec ai action: check
- community cards:Jc|Ah|5s|Qd|
- mycard:0, range:0.555269
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:212.731|1.09257|0.175215|0.0015748|0|0|
- mycard range:0.555269
- update strategy
- iter:12000
- after update actions regrets:7184.88|-50720.8|-97276.7|-150968|-118886|-964545|
- after update actions average regrets:10803|0|0|0|0|0|
- AI take action:fold, probability:1, regret:7184.88, randomc:0.905564
- total pot:800
- python rec ai action: fold
- -------------- game: 1576 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3c3d,
- board: JcAh5sQd
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 81000
- AI position:1
- AI card:2s|5h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.900749, regret:1924.48, randomc:0.341204
- total pot:200
- python rec ai action: check
- community cards:4c|9s|Jc|
- mycard:1, range:0.899291
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.584|0.405228|0.00676288|0|0.00411332|0|0|0|
- after update actions regrets:213.584|0.405228|0.00676288|0|0.00411332|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.584, randomc:0.501
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4c|9s|Jc|4h|
- mycard:1, range:0.897543
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.837|0.162967|0|0|0|
- mycard range:0.897543
- update strategy
- iter:12000
- after update actions regrets:950.067|-2424.61|-4615.77|-7889.77|-223980|
- after update actions average regrets:10736|0|0|0|0|
- AI take action:check, probability:1, regret:950.067, randomc:0.153075
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4c|9s|Jc|4h|Qs|
- mycard:1, range:0.897543
- before update actions:l|1|2|4|n|
- before update actions regrets:130.34|36.145|35.2198|12.2953|0|
- mycard range:0.897543
- update strategy
- iter:12000
- after update actions regrets:228.458|-318.737|-567.662|-1696.59|-30568.9|
- after update actions average regrets:10188.3|163.176|83.1291|0|0|
- AI take action:check, probability:0.976423, regret:228.458, randomc:0.624895
- total pot:200
- python rec ai action: check
- -------------- game: 1577 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: Kd6c, 2s5h
- board: 4c9sJc4hQs
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 80900
- AI position:0
- AI card:Ts|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.72217, regret:1544.26, randomc:0.0601394
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4c|8c|3h|
- mycard:0, range:0.721617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:175.43|1.29745|36.648|0.565855|0.0584266|0|0|0|
- after update actions regrets:175.43|1.29745|36.648|0.565855|0.0584266|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.825472, regret:175.43, randomc:0.309703
- total pot:400
- python rec ai action: check
- community cards:4c|8c|3h|5s|
- mycard:0, range:0.591558
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.559604|191.023|22.3128|0.104977|0|
- mycard range:0.591558
- update strategy
- iter:12000
- after update actions regrets:14468.3|-1125.24|1325.05|-29011.2|-2.8043e+06|
- after update actions average regrets:1126.83|1360.66|8260.06|26.057|0|
- AI take action:check, probability:0.10453, regret:14468.3, randomc:0.0351733
- total pot:400
- python rec ai action: check
- community cards:4c|8c|3h|5s|6d|
- mycard:0, range:0.0618721
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|10.8216|192.177|11.0013|0|
- mycard range:0.0618721
- update strategy
- iter:12000
- after update actions regrets:-340552|5551.93|4070.29|6758.07|-834385|
- after update actions average regrets:0|3603.39|4683.93|2565.25|0|
- AI take action:raise 200, probability:0.332043, regret:5551.93, randomc:0.226892
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1578 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Ts7d, As6s
- board: 4c8c3h5s6d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 81300
- AI position:1
- AI card:6s|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.111839, regret:239.547, randomc:0.925104
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1579 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ac6s
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 81600
- AI position:0
- AI card:Tc|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.214586, regret:459.055, randomc:0.77939
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1580 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Tc2h,
- board:
- action_history: 0:r300,1:f
- total_win: 81700
- AI position:1
- AI card:6c|Tc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1341.45|10.5564|526.343|175.145|57.9621|28.542|0|0|
- after update actions regrets:1341.45|10.5564|526.343|175.145|57.9621|28.542|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.627515, regret:1341.45, randomc:0.241854
- total pot:200
- python rec ai action: check
- community cards:2h|Ks|Qs|
- mycard:1, range:0.626847
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.886|0.744861|0.232953|0.127229|0.00914756|0|0|0|
- after update actions regrets:212.886|0.744861|0.232953|0.127229|0.00914756|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.886, randomc:0.747107
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2h|Ks|Qs|5d|
- mycard:1, range:0.623583
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:188.417|16.4058|9.09846|0.0792606|0|
- mycard range:0.623583
- update strategy
- iter:12000
- after update actions regrets:2024.66|379.651|-2184.91|-3805.68|-146358|
- after update actions average regrets:6384.17|3567.08|219.476|2.0693|0|
- AI take action:check, probability:0.627605, regret:2024.66, randomc:0.387482
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2h|Ks|Qs|5d|Jd|
- mycard:1, range:0.391344
- before update actions:l|1|2|4|n|
- before update actions regrets:213.496|0.299763|0.151177|0.0527274|0|
- mycard range:0.391344
- update strategy
- iter:12000
- after update actions regrets:400.881|-3210.32|-3304.46|-2511.56|-64752.6|
- after update actions average regrets:10243.2|0|11.4337|0|0|
- AI take action:check, probability:0.998927, regret:400.881, randomc:0.794917
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:484.543|25.5778|102.548|-475.937|-15230.1|
- mycard range:0.391344
- update strategy
- iter:12000
- after update actions regrets:906.116|714.15|-824.88|-444.365|-19715.5|
- after update actions average regrets:13201.2|4966.62|2468.39|63.5894|0|
- AI take action:fold, probability:0.637791, regret:906.116, randomc:0.323877
- total pot:400
- python rec ai action: fold
- -------------- game: 1581 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Tc6c
- board: 2hKsQs5dJd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 81600
- AI position:0
- AI card:8s|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.76088, regret:1626.99, randomc:0.1081
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ac|Jh|Qh|
- mycard:0, range:0.760274
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:43.1602|147.888|22.7212|0.00442953|0.122474|0.0821487|0.0213992|0|
- after update actions regrets:43.1602|147.888|22.7212|0.00442953|0.122474|0.0821487|0.0213992|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.693396, regret:147.888, randomc:0.401388
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1582 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jc8s,
- board: AcJhQh
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 81800
- AI position:1
- AI card:Ts|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|939.547|5.62815|21.962|1092.53|75.4829|0.807556|0.531123|3.50738|
- after update actions regrets:0|939.547|5.62815|21.962|1092.53|75.4829|0.807556|0.531123|3.50738|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.439813, regret:939.547, randomc:0.113637
- total pot:600
- python rec ai action: call
- community cards:Qh|3c|3d|
- mycard:1, range:0.439041
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.411|0.782359|0.288162|0.151115|0.137847|0.0501545|0.091818|0.087478|
- after update actions regrets:212.411|0.782359|0.288162|0.151115|0.137847|0.0501545|0.091818|0.087478|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.411, randomc:0.150005
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qh|3c|3d|7s|
- mycard:1, range:0.435781
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:34.7868|178.115|1.09862|0|0|
- mycard range:0.435781
- update strategy
- iter:12000
- after update actions regrets:6790.4|10934.7|13490.7|-40620.4|-1.25612e+06|
- after update actions average regrets:2783.04|3615.58|4126.84|4.39123|0|
- AI take action:raise 600, probability:0.391907, regret:13490.7, randomc:0.858524
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Qh|3c|3d|7s|5c|
- mycard:1, range:0.17079
- before update actions:l|1|2|4|n|
- before update actions regrets:0.25739|213.669|0.00793208|0.0183984|0.0477192|
- mycard range:0.17079
- update strategy
- iter:12000
- after update actions regrets:-37757.3|6077.15|-141026|-522462|-1.62293e+06|
- after update actions average regrets:199.299|10139.3|8.05749|0|0|
- AI take action:raise 900, probability:0.979992, regret:6077.15, randomc:0.102016
- total pot:2700
- python rec ai action: raise 900
- -------------- game: 1583 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: 5dQd, TsTh
- board: Qh3c3d7s5c
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:r900,0:c
- total_win: 80000
- AI position:0
- AI card:9d|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94, randomc:0.65534
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|4c|4h|
- mycard:0, range:0.718196
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:92.267|121.321|0.395541|0|0.0165533|0|0|0|
- after update actions regrets:92.267|121.321|0.395541|0|0.0165533|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.431925, regret:92.267, randomc:0.183033
- total pot:400
- python rec ai action: check
- community cards:Jh|4c|4h|8s|
- mycard:0, range:0.309653
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.461286|6.77964|206.633|0.126059|0|
- mycard range:0.309653
- update strategy
- iter:12000
- after update actions regrets:11322.3|8815.57|199.425|-25680.1|-3.4046e+06|
- after update actions average regrets:3274.38|1458.34|5463.03|353.888|0|
- AI take action:raise 400, probability:0.517918, regret:199.425, randomc:0.901027
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:Jh|4c|4h|8s|6d|
- mycard:0, range:0.160351
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:177.018|4.58396|23.2193|9.17903|0|
- mycard range:0.160351
- update strategy
- iter:12000
- after update actions regrets:-4963.62|5685.94|23034.6|-28150.5|-1.17133e+06|
- after update actions average regrets:5808.1|725.769|4055.84|6.90762|0|
- AI take action:check, probability:0.548235, regret:-4963.62, randomc:0.200579
- total pot:1200
- python rec ai action: check
- -------------- game: 1584 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 9d7h, 8cKd
- board: Jh4c4h8s6d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:c/1:c,0:c
- total_win: 79400
- AI position:1
- AI card:7c|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.633062
- total pot:400
- python rec ai action: fold
- -------------- game: 1585 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h7c
- board:
- action_history: 0:r300,1:f
- total_win: 79300
- AI position:0
- AI card:8s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.757604, regret:1619.83, randomc:0.633062
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:841.615|1076.45|221.937|0|
- after update actions regrets:841.615|1076.45|221.937|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.393358, regret:841.615, randomc:0.269174
- total pot:800
- python rec ai action: fold
- -------------- game: 1586 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qd8s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 79100
- AI position:1
- AI card:Qs|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:832.078|1307.92|0|0|0|0|0|0|0|
- after update actions regrets:832.078|1307.92|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.611033, regret:1307.92, randomc:0.663878
- total pot:600
- python rec ai action: call
- community cards:6d|2d|4s|
- mycard:1, range:0.611179
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.425|39.3405|0.968762|0.254167|0.0119406|0|0|0|
- after update actions regrets:173.425|39.3405|0.968762|0.254167|0.0119406|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.816038, regret:173.425, randomc:0.701252
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.066|0.619033|0.169271|0.145633|0|
- after update actions regrets:213.066|0.619033|0.169271|0.145633|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.066, randomc:0.154137
- total pot:1200
- python rec ai action: fold
- -------------- game: 1587 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7cQs
- board: 6d2d4s
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 78800
- AI position:0
- AI card:3s|8s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673059, regret:1439.25, randomc:0.400371
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1342.8|797.199|0|0|
- after update actions regrets:1342.8|797.199|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.627396, regret:1342.8, randomc:0.236382
- total pot:800
- python rec ai action: fold
- -------------- game: 1588 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 8s3s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 78600
- AI position:1
- AI card:8s|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1449.92|8.85072|469.027|136.338|46.4861|28.8862|0.492077|0|
- after update actions regrets:1449.92|8.85072|469.027|136.338|46.4861|28.8862|0.492077|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.678371, regret:1449.92, randomc:0.588722
- total pot:200
- python rec ai action: check
- community cards:9h|Qs|Ad|
- mycard:1, range:0.677533
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.16|46.3309|0.449614|0.0593538|0|0|0|0|
- after update actions regrets:167.16|46.3309|0.449614|0.0593538|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.784038, regret:167.16, randomc:0.281834
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9h|Qs|Ad|Qc|
- mycard:1, range:0.529236
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:202.641|10.9165|0.442685|0|0|
- mycard range:0.529236
- update strategy
- iter:12000
- after update actions regrets:895.185|1442.46|832.987|-168.456|-249365|
- after update actions average regrets:2815.54|3898.84|3071.16|792.066|0|
- AI take action:raise 200, probability:0.290374, regret:832.987, randomc:0.759583
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1589 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 7h8s
- board: 9hQsAdQc
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:f
- total_win: 78700
- AI position:0
- AI card:8d|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238184, regret:509.996, randomc:0.841151
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:2s|As|5c|
- mycard:0, range:0.238316
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:38.7759|149.899|1.66833|20.4406|3.204|0|0|0.0121739|
- after update actions regrets:38.7759|149.899|1.66833|20.4406|3.204|0|0|0.0121739|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.706161, regret:149.899, randomc:0.185852
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:209.619|0.0593023|4.3212|0|
- after update actions regrets:209.619|0.0593023|4.3212|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.981221, regret:209.619, randomc:0.267968
- total pot:2400
- python rec ai action: fold
- -------------- game: 1590 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 6h8d,
- board: 2sAs5c
- action_history: 0:r300,1:c/1:c,0:r300,1:r1500,0:f
- total_win: 78100
- AI position:1
- AI card:7s|4c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.000873407
- total pot:400
- python rec ai action: fold
- -------------- game: 1591 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4c7s
- board:
- action_history: 0:r300,1:f
- total_win: 78000
- AI position:0
- AI card:5d|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|156.374|1513.53|457.807|11.9691|0.322523|0|0|0|
- after update actions regrets:0|156.374|1513.53|457.807|11.9691|0.322523|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.213851, regret:457.807, randomc:0.890381
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:1.72624|1962.51|175.766|0|
- after update actions regrets:1.72624|1962.51|175.766|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.91768, regret:1962.51, randomc:0.0341717
- total pot:1800
- python rec ai action: call
- community cards:7s|Jc|6h|
- mycard:0, range:0.196185
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:213.452|0.213303|0.0921077|0.074629|0.103789|0.0558993|0.00818688|
- after update actions regrets:213.452|0.213303|0.0921077|0.074629|0.103789|0.0558993|0.00818688|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.452, randomc:0.116077
- total pot:1800
- python rec ai action: check
- community cards:7s|Jc|6h|8c|
- mycard:0, range:0.195683
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:141.495|72.3879|0.0477395|0.0299603|0.0390873|
- mycard range:0.195683
- update strategy
- iter:12000
- after update actions regrets:-193.019|309.874|-392.466|-1561.48|-12977.5|
- after update actions average regrets:616.92|9277.37|863.707|11.0137|0|
- AI take action:raise 900, probability:0.861614, regret:309.874, randomc:0.367637
- total pot:2700
- python rec ai action: raise 900
- opp action:call
- total pot:3600
- community cards:7s|Jc|6h|8c|9s|
- mycard:0, range:0.168578
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:72.2159|72.609|69.1751|0|0|
- mycard range:0.168578
- update strategy
- iter:12000
- after update actions regrets:-230.307|216.086|-354.348|-7758.52|-32262.5|
- after update actions average regrets:994.486|8898.19|777.721|0|0|
- AI take action:raise 1800, probability:0.834005, regret:216.086, randomc:0.24206
- total pot:5400
- python rec ai action: raise 1800
- -------------- game: 1592 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 7d5d,
- board: 7sJc6h8c9s
- action_history: 0:r300,1:r900,0:c/1:c,0:c/1:c,0:r900,1:c/1:c,0:r1800,1:f
- total_win: 79800
- AI position:1
- AI card:2d|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.29377|1666.48|2.58479|6.83119|437.928|16.6436|0.240037|0|0|
- after update actions regrets:9.29377|1666.48|2.58479|6.83119|437.928|16.6436|0.240037|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.204588, regret:437.928, randomc:0.927264
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1593 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 2dAd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 80100
- AI position:0
- AI card:Td|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|73.2314|1363.62|690.512|12.348|0.28654|0|0|0|
- after update actions regrets:0|73.2314|1363.62|690.512|12.348|0.28654|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637512, regret:1363.62, randomc:0.232438
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1841.75|298.247|0|
- after update actions regrets:0|1841.75|298.247|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.139317, regret:298.247, randomc:0.870116
- total pot:2400
- python rec ai action: raise 1800
- opp action:call
- total pot:3600
- community cards:Qc|Ah|2c|
- mycard:0, range:0.088806
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|8|n|
- before update actions regrets:192.199|18.0536|0.00962099|0.022449|3.68644|0.0287735|
- after update actions regrets:192.199|18.0536|0.00962099|0.022449|3.68644|0.0287735|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.901408, regret:192.199, randomc:0.38587
- total pot:3600
- python rec ai action: check
- community cards:Qc|Ah|2c|8d|
- mycard:0, range:0.0797591
- turn subgame infoset node:562080
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.062033|213.908|0|0.0304348|0|
- mycard range:0.0797591
- update strategy
- iter:12000
- after update actions regrets:286.374|-1654.78|-6089.69|-12791.7|-23385.7|
- after update actions average regrets:10487.1|174.755|0|0|0|
- AI take action:fold, probability:0.983679, regret:286.374, randomc:0.156688
- total pot:7200
- python rec ai action: fold
- -------------- game: 1594 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: TdTh,
- board: QcAh2c8d
- action_history: 0:r200,1:r600,0:r1800,1:c/1:c,0:c/1:r3600,0:f
- total_win: 78300
- AI position:1
- AI card:2c|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.769474
- total pot:400
- python rec ai action: fold
- -------------- game: 1595 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7d2c
- board:
- action_history: 0:r300,1:f
- total_win: 78200
- AI position:0
- AI card:5s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.249766, regret:534.395, randomc:0.769474
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kc|6s|7h|
- mycard:0, range:0.249717
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:144.16|57.3068|12.5333|0|0|0|0|0|
- after update actions regrets:144.16|57.3068|12.5333|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.676056, regret:144.16, randomc:0.380846
- total pot:600
- python rec ai action: check
- community cards:Kc|6s|7h|Qs|
- mycard:0, range:0.168221
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:189.348|18.4089|6.24318|0|0|
- mycard range:0.168221
- update strategy
- iter:12000
- after update actions regrets:-46277.8|-19107.7|-338.866|26873.9|-1.41388e+06|
- after update actions average regrets:0|0|3170.81|7764.98|0|
- AI take action:raise 1200, probability:1, regret:26873.9, randomc:0.690704
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1596 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 5s4h,
- board: Kc6s7hQs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r1200,1:f
- total_win: 78500
- AI position:1
- AI card:As|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions regrets:1.1107|1262.76|3.74025|15.8756|819.105|36.2519|0.14349|0.0914405|0.91953|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.590824, regret:1262.76, randomc:0.205945
- total pot:600
- python rec ai action: call
- community cards:8s|7h|Qd|
- mycard:1, range:0.590076
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.668|0.56471|0.307322|0.28007|0.154778|0|0|0.0249842|
- after update actions regrets:212.668|0.56471|0.307322|0.28007|0.154778|0|0|0.0249842|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.668, randomc:0.979724
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8s|7h|Qd|9h|
- mycard:1, range:0.586403
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:210.451|3.29|0.0629249|0.195608|0|
- mycard range:0.586403
- update strategy
- iter:12000
- after update actions regrets:14949.6|-3567.55|-65721.8|-47443|-1.2576e+06|
- after update actions average regrets:10248.2|38.2724|0|16.61|0|
- AI take action:check, probability:0.994758, regret:14949.6, randomc:0.27611
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:8s|7h|Qd|9h|7s|
- mycard:1, range:0.58328
- before update actions:l|1|2|4|n|
- before update actions regrets:213.957|0.0277033|0.0157489|0|0|
- mycard range:0.58328
- update strategy
- iter:12000
- after update actions regrets:5018.64|-55228.3|-63392.3|-83516.3|-333512|
- after update actions average regrets:10295|0|0|0|0|
- AI take action:check, probability:1, regret:5018.64, randomc:0.0353356
- total pot:600
- python rec ai action: check
- -------------- game: 1597 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 2c9c, TcAs
- board: 8s7hQd9h7s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 78200
- AI position:0
- AI card:Qs|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54, randomc:0.758408
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1598 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qs4c,
- board:
- action_history: 0:r200,1:f
- total_win: 78300
- AI position:1
- AI card:2s|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2085.33|0|0|0.352013|2.76108|50.6293|0.927819|0|
- after update actions regrets:2085.33|0|0|0.352013|2.76108|50.6293|0.927819|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.975667, regret:2085.33, randomc:0.569593
- total pot:200
- python rec ai action: check
- community cards:9c|Ks|3s|
- mycard:1, range:0.974453
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.908|0.0264512|0.059653|0.0057468|0|0|0|0|
- after update actions regrets:213.908|0.0264512|0.059653|0.0057468|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.908, randomc:0.12251
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9c|Ks|3s|2d|
- mycard:1, range:0.974035
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.383|1.51648|0.100972|0|0|
- mycard range:0.974035
- update strategy
- iter:12000
- after update actions regrets:2086.05|1400.19|-111.228|-1038.33|-76598.3|
- after update actions average regrets:4995|3816.01|1363.12|376.942|0|
- AI take action:check, probability:0.47341, regret:2086.05, randomc:0.0620252
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9c|Ks|3s|2d|Ac|
- mycard:1, range:0.461119
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.461119
- update strategy
- iter:12000
- after update actions regrets:731.881|-7413.12|-11230.1|-12908.1|-30591.1|
- after update actions average regrets:10423|0|0|0|0|
- AI take action:check, probability:1, regret:731.881, randomc:0.199405
- total pot:200
- python rec ai action: check
- -------------- game: 1599 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: 8s9h, 7h2s
- board: 9cKs3s2dAc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 78200
- AI position:0
- AI card:Tc|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|73.2314|1363.62|690.512|12.348|0.28654|0|0|0|
- after update actions regrets:0|73.2314|1363.62|690.512|12.348|0.28654|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637512, regret:1363.62, randomc:0.529503
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1600 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: ThTc,
- board:
- action_history: 0:r200,1:f
- total_win: 78300
- AI position:1
- AI card:2h|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0736667
- total pot:400
- python rec ai action: fold
- -------------- game: 1601 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h7h
- board:
- action_history: 0:r300,1:f
- total_win: 78200
- AI position:0
- AI card:5d|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.408|1428.33|566.805|11.0879|0.365185|0|0|0|
- after update actions regrets:0|133.408|1428.33|566.805|11.0879|0.365185|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.264733, regret:566.805, randomc:0.776688
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9h|Kc|2c|
- mycard:0, range:0.264862
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:151.693|17.7546|10.2692|26.7209|7.37735|0.184953|0|0|
- after update actions regrets:151.693|17.7546|10.2692|26.7209|7.37735|0.184953|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.71564, regret:151.693, randomc:0.332452
- total pot:600
- python rec ai action: check
- community cards:9h|Kc|2c|Th|
- mycard:0, range:0.187746
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.187746
- update strategy
- iter:12000
- after update actions regrets:27383|8861.05|-4034.95|-29017|-1.73277e+06|
- after update actions average regrets:2925.44|5926.11|1601.78|222.342|0|
- AI take action:check, probability:0.27403, regret:27383, randomc:0.0747445
- total pot:600
- python rec ai action: check
- community cards:9h|Kc|2c|Th|Ah|
- mycard:0, range:0.0514479
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:1.16309|8.29548|204.541|0|0|
- mycard range:0.0514479
- update strategy
- iter:12000
- after update actions regrets:9969.61|-8797.26|-19366|-99879.6|-1.10362e+06|
- after update actions average regrets:8433.89|118.224|2082.51|0|0|
- AI take action:check, probability:0.793097, regret:9969.61, randomc:0.632213
- total pot:600
- python rec ai action: check
- -------------- game: 1602 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 6d5d, TcQs
- board: 9hKc2cThAh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 77900
- AI position:1
- AI card:As|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.182116, regret:389.45, randomc:0.819559
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1603 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , As8d
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 78200
- AI position:0
- AI card:9c|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.645463, regret:1380.28, randomc:0.552704
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jd|4s|Ad|
- mycard:0, range:0.644989
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:106.3|72.1302|29.0894|6.07257|0.407542|0|0|0|
- after update actions regrets:106.3|72.1302|29.0894|6.07257|0.407542|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.338028, regret:72.1302, randomc:0.515077
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1604 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 9c9h,
- board: Jd4sAd
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 78400
- AI position:1
- AI card:5c|Jc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:22.9839|1883.41|1.25784|4.65423|204.371|23.3259|0|0|0|
- after update actions regrets:22.9839|1883.41|1.25784|4.65423|204.371|23.3259|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.881142, regret:1883.41, randomc:0.55557
- total pot:600
- python rec ai action: call
- community cards:Jd|5s|6c|
- mycard:1, range:0.880097
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:128.522|60.3711|18.1198|6.00683|0.593236|0.060865|0.0922617|0.233778|
- after update actions regrets:128.522|60.3711|18.1198|6.00683|0.593236|0.060865|0.0922617|0.233778|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.283019, regret:60.3711, randomc:0.751921
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Jd|5s|6c|Ac|
- mycard:1, range:0.248282
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:1.72696|57.5868|108.18|46.4178|0.0881855|
- mycard range:0.248282
- update strategy
- iter:12000
- after update actions regrets:43625.4|23173.2|19767.8|20775.1|-630735|
- after update actions average regrets:5883.73|2121|1525.89|1028.92|0|
- AI take action:raise 1200, probability:0.144454, regret:19767.8, randomc:0.827732
- total pot:2400
- python rec ai action: raise 1200
- opp action:raise 4800
- total pot:7200
- before update actions:d|l|2|n|
- before update actions regrets:-44587.8|9862.5|-13093.6|-12923.3|
- mycard range:0.248282
- update strategy
- iter:12000
- after update actions regrets:-51965.8|9862.5|-39235.6|-51026.3|
- after update actions average regrets:8.84177|20164.3|697.005|553.469|
- AI take action:call, probability:0.941275, regret:9862.5, randomc:0.609677
- total pot:10800
- python rec ai action: call
- community cards:Jd|5s|6c|Ac|5d|
- mycard:1, range:0.0337686
- before update actions:l|1|2|n|
- before update actions regrets:213.945|0.0266553|0.0285229|0|
- mycard range:0.0337686
- update strategy
- iter:12000
- after update actions regrets:21180.9|3917.66|5101.24|16682.5|
- after update actions average regrets:5098.36|1629.63|793.27|3037|
- AI take action:allin, probability:0.287609, regret:16682.5, randomc:0.898212
- total pot:25400
- python rec ai action: allin
- -------------- game: 1605 -----------------
- win_money: 5400
- players: OpenStackTwo, Bot
- hand: , Jc5c
- board: Jd5s6cAc5d
- action_history: 0:r300,1:c/1:r300,0:c/1:r1200,0:r4800,1:c/1:r14600,0:f
- total_win: 83800
- AI position:0
- AI card:As|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.740879, regret:1584.4, randomc:0.0624277
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8d|Td|5c|
- mycard:0, range:0.740372
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:49.6087|103.839|43.5577|16.3024|0.691803|0|0|0|
- after update actions regrets:49.6087|103.839|43.5577|16.3024|0.691803|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.488152, regret:103.839, randomc:0.283281
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8d|Td|5c|Jd|
- mycard:0, range:0.359251
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.147152|208.612|5.18073|0.0599251|0|
- mycard range:0.359251
- update strategy
- iter:12000
- after update actions regrets:22642.5|17879.8|-8204.6|-29294.7|-3.87613e+06|
- after update actions average regrets:6076.5|3048.08|701.602|1054.77|0|
- AI take action:check, probability:0.558507, regret:22642.5, randomc:0.362694
- total pot:800
- python rec ai action: check
- community cards:8d|Td|5c|Jd|Qs|
- mycard:0, range:0.200625
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:161.448|29.407|23.1451|0|0|
- mycard range:0.200625
- update strategy
- iter:12000
- after update actions regrets:10107.5|8383.43|4546.17|-47354|-2.09643e+06|
- after update actions average regrets:4560.34|3736.26|2457.01|0|0|
- AI take action:check, probability:0.424068, regret:10107.5, randomc:0.122094
- total pot:800
- python rec ai action: check
- -------------- game: 1606 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: As6h, 8h4h
- board: 8dTd5cJdQs
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 83400
- AI position:1
- AI card:9s|Qd
- -------------- game: 1607 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9sQd
- board:
- action_history: 0:f
- total_win: 83450
- AI position:0
- AI card:8s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.569691, regret:1218.34, randomc:0.365268
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6s|Jc|5h|
- mycard:0, range:0.569316
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:177.649|15.5571|16.0743|4.457|0.262857|0|0|0|
- after update actions regrets:177.649|15.5571|16.0743|4.457|0.262857|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.834906, regret:177.649, randomc:0.425362
- total pot:400
- python rec ai action: check
- community cards:6s|Jc|5h|2d|
- mycard:0, range:0.472609
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:208.811|0.857171|4.17218|0.159279|0|
- mycard range:0.472609
- update strategy
- iter:12000
- after update actions regrets:32847.1|-15615.8|-18300.5|-4298.52|-1.83763e+06|
- after update actions average regrets:8846.79|546.417|88.4163|1427.68|0|
- AI take action:check, probability:0.811039, regret:32847.1, randomc:0.027505
- total pot:400
- python rec ai action: check
- community cards:6s|Jc|5h|2d|Ac|
- mycard:0, range:0.383258
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.250269|36.4079|177.124|0.218248|0|
- mycard range:0.383258
- update strategy
- iter:12000
- after update actions regrets:-414913|1420.52|5117.23|-23058.7|-1.57197e+06|
- after update actions average regrets:0|2936.52|7938.13|0|0|
- AI take action:raise 400, probability:0.729998, regret:5117.23, randomc:0.689959
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1608 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4h8s,
- board: 6sJc5h2dAc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 83650
- AI position:1
- AI card:8s|3c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2090.2|0|1.21236|0.049829|1.27344|47.2044|0.0587092|0|
- after update actions regrets:2090.2|0|1.21236|0.049829|1.27344|47.2044|0.0587092|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.977092, regret:2090.2, randomc:0.285932
- total pot:200
- python rec ai action: check
- community cards:Kd|Ah|5d|
- mycard:1, range:0.97673
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.926|0.0480258|0.0261592|0|0|0|0|0|
- after update actions regrets:213.926|0.0480258|0.0261592|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.926, randomc:0.626075
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kd|Ah|5d|Jc|
- mycard:1, range:0.976391
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:191.118|22.8047|0.0773425|0|0|
- mycard range:0.976391
- update strategy
- iter:12000
- after update actions regrets:1276.24|594.929|-986.424|-504.876|-219541|
- after update actions average regrets:8243.96|1752.85|0|364.745|0|
- AI take action:check, probability:0.795733, regret:1276.24, randomc:0.53183
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214.72|-2965.17|-2788.17|-3557.07|-51167.2|
- mycard range:0.976391
- update strategy
- iter:12000
- after update actions regrets:214.72|-4741.17|-5637.17|-5616.07|-73684.2|
- after update actions average regrets:21299|0|0|0|0|
- AI take action:fold, probability:1, regret:214.72, randomc:0.44891
- total pot:400
- python rec ai action: fold
- -------------- game: 1609 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8s3c
- board: KdAh5dJc
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 83550
- AI position:0
- AI card:Qd|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.172043, regret:368.244, randomc:0.893397
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2131.53|0.261124|8.20725|0|
- after update actions regrets:2131.53|0.261124|8.20725|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.99626, regret:2131.53, randomc:0.575401
- total pot:1200
- python rec ai action: fold
- -------------- game: 1610 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 6hQd,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 83250
- AI position:1
- AI card:Ks|Qc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions regrets:3.1995|800.02|4.71911|17.8587|1273.51|40.69|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.374357, regret:800.02, randomc:0.359775
- total pot:600
- python rec ai action: call
- community cards:Th|3c|Kh|
- mycard:1, range:0.373841
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:187.662|23.6493|1.9759|0.200058|0.131408|0.137991|0.126929|0.116941|
- after update actions regrets:187.662|23.6493|1.9759|0.200058|0.131408|0.137991|0.126929|0.116941|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.109005, regret:23.6493, randomc:0.938443
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Th|3c|Kh|Js|
- mycard:1, range:0.0413134
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:0.207326|208.249|4.89521|0.648672|0|
- mycard range:0.0413134
- update strategy
- iter:12000
- after update actions regrets:40822.9|5309.32|-3134.03|-217229|-1.63754e+06|
- after update actions average regrets:7321.03|2788.43|442.696|0|0|
- AI take action:raise 600, probability:0.26424, regret:5309.32, randomc:0.817949
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:Th|3c|Kh|Js|3d|
- mycard:1, range:0.0109172
- before update actions:l|1|2|4|n|
- before update actions regrets:60.376|146.851|6.66402|0.0635756|0.0456826|
- mycard range:0.0109172
- update strategy
- iter:12000
- after update actions regrets:-145598|16581.7|-90408.5|-199234|-1.78021e+06|
- after update actions average regrets:3.44437|9646.12|704.224|0|0|
- AI take action:raise 1200, probability:0.931711, regret:16581.7, randomc:0.786775
- total pot:3600
- python rec ai action: raise 1200
- -------------- game: 1611 -----------------
- win_money: 1200
- players: OpenStackTwo, Bot
- hand: , QcKs
- board: Th3cKhJs3d
- action_history: 0:r300,1:c/1:r300,0:c/1:r600,0:c/1:r1200,0:f
- total_win: 84450
- AI position:0
- AI card:Ts|Js
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.3051|1366.16|670.381|8.15222|0|0|0|0|
- after update actions regrets:0|95.3051|1366.16|670.381|8.15222|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.638616, regret:1366.16, randomc:0.0488352
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Td|Qd|9s|
- mycard:0, range:0.638393
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:48.5494|91.028|64.5699|9.48692|0.24599|0|0|0.119826|
- after update actions regrets:48.5494|91.028|64.5699|9.48692|0.24599|0|0|0.119826|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.301887, regret:64.5699, randomc:0.695497
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1612 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: JsTs,
- board: TdQd9s
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 84650
- AI position:1
- AI card:4s|3d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions regrets:1694.12|1.66912|212.943|97.02|62.7454|71.1388|0.367138|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0992045, regret:212.943, randomc:0.841519
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9h|3s|4h|
- mycard:1, range:0.099506
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:87.3074|91.9712|30.0302|4.30364|0.176666|0.0838055|0.0981972|0.0289108|
- after update actions regrets:87.3074|91.9712|30.0302|4.30364|0.176666|0.0838055|0.0981972|0.0289108|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.410377, regret:87.3074, randomc:0.194989
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9h|3s|4h|9d|
- mycard:1, range:0.0405963
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:101.329|112.606|0.0645256|0|0|
- mycard range:0.0405963
- update strategy
- iter:12000
- after update actions regrets:2590.67|1496.95|-1657.59|-20571.7|-390146|
- after update actions average regrets:8548.53|1845.09|49.4412|0|0|
- AI take action:check, probability:0.818617, regret:2590.67, randomc:0.163386
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9h|3s|4h|9d|As|
- mycard:1, range:0.0332315
- before update actions:l|1|2|4|n|
- before update actions regrets:0.39866|210.917|2.68447|0|0|
- mycard range:0.0332315
- update strategy
- iter:12000
- after update actions regrets:-578.988|439.531|-6981.7|-30279.4|-57328.4|
- after update actions average regrets:0|10529|0|0|0|
- AI take action:raise 300, probability:1, regret:439.531, randomc:0.907913
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1613 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 4s3d
- board: 9h3s4h9dAs
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 84950
- AI position:0
- AI card:8c|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|139.97|1347.52|638.737|13.1279|0.646325|0|0|0|
- after update actions regrets:0|139.97|1347.52|638.737|13.1279|0.646325|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.630323, regret:1347.52, randomc:0.593286
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1917.07|222.934|0|
- after update actions regrets:0|1917.07|222.934|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.896213, regret:1917.07, randomc:0.432148
- total pot:1200
- python rec ai action: call
- community cards:Qh|2h|Qs|
- mycard:0, range:0.564085
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.282|0.560415|0.157382|0|0|0|0|
- after update actions regrets:213.282|0.560415|0.157382|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.282, randomc:0.472265
- total pot:2400
- python rec ai action: fold
- -------------- game: 1614 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 8c9c,
- board: Qh2hQs
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 84350
- AI position:1
- AI card:3s|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.947107
- total pot:400
- python rec ai action: fold
- -------------- game: 1615 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s5h
- board:
- action_history: 0:r300,1:f
- total_win: 84250
- AI position:0
- AI card:2d|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.072964
- total pot:150
- python rec ai action: fold
- -------------- game: 1616 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d6h,
- board:
- action_history: 0:f
- total_win: 84200
- AI position:1
- AI card:4c|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1836.41|2.81726|188.793|35.9971|29.2535|46.4675|0.265892|0|
- after update actions regrets:1836.41|2.81726|188.793|35.9971|29.2535|46.4675|0.265892|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.859551, regret:1836.41, randomc:0.072964
- total pot:200
- python rec ai action: check
- community cards:Ad|Ts|6c|
- mycard:1, range:0.858133
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.835|0.164565|0|0|0|0|0|0|
- after update actions regrets:213.835|0.164565|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.835, randomc:0.725432
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ad|Ts|6c|Kc|
- mycard:1, range:0.857474
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:207.622|6.37755|0|0|0|
- mycard range:0.857474
- update strategy
- iter:12000
- after update actions regrets:245.143|-2326.1|-4028.48|-3840.48|-254686|
- after update actions average regrets:10511|0|0|0|0|
- AI take action:check, probability:1, regret:245.143, randomc:0.387983
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ad|Ts|6c|Kc|4d|
- mycard:1, range:0.857474
- before update actions:l|1|2|4|n|
- before update actions regrets:213.887|0.112768|0|0|0|
- mycard range:0.857474
- update strategy
- iter:12000
- after update actions regrets:537.959|-2038.82|-12082.9|-11651.9|-23837.9|
- after update actions average regrets:10095.2|107.673|0|0|0|
- AI take action:check, probability:0.989512, regret:537.959, randomc:0.102783
- total pot:200
- python rec ai action: check
- -------------- game: 1617 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: 9dQh, 7h4c
- board: AdTs6cKc4d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 84300
- AI position:0
- AI card:Ad|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.404584, regret:865.762, randomc:0.966381
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kd|7d|9c|
- mycard:0, range:0.404562
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.000719424|99.5419|62.3625|44.2304|7.49199|0.241252|0|0.13125|
- after update actions regrets:0.000719424|99.5419|62.3625|44.2304|7.49199|0.241252|0|0.13125|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.466981, regret:99.5419, randomc:0.253749
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kd|7d|9c|2d|
- mycard:0, range:0.188182
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.004828|208.662|3.85708|1.43114|0.0454545|
- mycard range:0.188182
- update strategy
- iter:12000
- after update actions regrets:25613.4|33862.1|2801.28|-137497|-2.19955e+06|
- after update actions average regrets:636.992|6436.48|3492.98|29.2214|0|
- AI take action:raise 1200, probability:0.329652, regret:2801.28, randomc:0.941954
- total pot:2400
- python rec ai action: raise 1200
- opp action:call
- total pot:3600
- community cards:Kd|7d|9c|2d|Td|
- mycard:0, range:0.0620361
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:0|7.48458|102.334|87.8327|16.3488|
- mycard range:0.0620361
- update strategy
- iter:12000
- after update actions regrets:-4.24477e+06|22743.3|-21359.8|64256.7|-105844|
- after update actions average regrets:0|612.426|852.132|7997.46|1253.66|
- AI take action:raise 1800, probability:0.0571215, regret:22743.3, randomc:0.00285416
- total pot:5400
- python rec ai action: raise 1800
- -------------- game: 1618 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: AdKh,
- board: Kd7d9c2dTd
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:r1200,1:c/1:c,0:r1800,1:f
- total_win: 86100
- AI position:1
- AI card:6s|As
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.19219|1500.87|4.04248|11.9702|606.806|10.7412|0.178345|0|0.196182|
- after update actions regrets:5.19219|1500.87|4.04248|11.9702|606.806|10.7412|0.178345|0|0.196182|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.283708, regret:606.806, randomc:0.893432
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1619 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , As6s
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 86400
- AI position:0
- AI card:Jc|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.672591, regret:1438.15, randomc:0.114342
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|Ts|Kc|
- mycard:0, range:0.672034
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:60.3907|69.2497|79.608|2.23987|2.51174|0|0|0|
- after update actions regrets:60.3907|69.2497|79.608|2.23987|2.51174|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.372642, regret:79.608, randomc:0.706971
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1620 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jc4h,
- board: 7cTsKc
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 86600
- AI position:1
- AI card:9c|7h
- -------------- game: 1621 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7h9c
- board:
- action_history: 0:f
- total_win: 86650
- AI position:0
- AI card:Ac|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions regrets:0|39.0846|1204.15|865.762|29.8357|1.1697|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.404584, regret:865.762, randomc:0.833521
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4d|2d|7c|
- mycard:0, range:0.404562
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:50.7335|93.7676|65.8292|3.40183|0.267841|0|0|0|
- after update actions regrets:50.7335|93.7676|65.8292|3.40183|0.267841|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.440758, regret:93.7676, randomc:0.420802
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1622 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: AcKd,
- board: 4d2d7c
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 86950
- AI position:1
- AI card:Kc|5h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.742041, regret:1585.7, randomc:0.098584
- total pot:200
- python rec ai action: check
- community cards:Jd|Th|Td|
- mycard:1, range:0.740982
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:164.721|42.3824|3.93177|2.82947|0.135447|0|0|0|
- after update actions regrets:164.721|42.3824|3.93177|2.82947|0.135447|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.014218, regret:3.93177, randomc:0.989174
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1623 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Kc5h
- board: JdThTd
- action_history: 0:c,1:c/1:r200,0:f
- total_win: 87050
- AI position:0
- AI card:8c|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.292|1388.32|607.112|7.96018|0.318446|0|0|0|
- after update actions regrets:0|136.292|1388.32|607.112|7.96018|0.318446|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.28391, regret:607.112, randomc:0.876255
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ah|As|3h|
- mycard:0, range:0.283697
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:33.8346|88.6087|59.4795|30.4372|1.64008|0|0|0|
- after update actions regrets:33.8346|88.6087|59.4795|30.4372|1.64008|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.156398, regret:33.8346, randomc:0.119257
- total pot:600
- python rec ai action: check
- community cards:Ah|As|3h|Qd|
- mycard:0, range:0.0448541
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:171.106|0.141089|42.713|0.039506|0|
- mycard range:0.0448541
- update strategy
- iter:12000
- after update actions regrets:1609.36|-33713.6|-27706|-57143.7|-3.8e+06|
- after update actions average regrets:10895|0|0|0|0|
- AI take action:check, probability:1, regret:1609.36, randomc:0.751749
- total pot:600
- python rec ai action: check
- community cards:Ah|As|3h|Qd|6c|
- mycard:0, range:0.0448541
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.925|0|0|0.075|0|
- mycard range:0.0448541
- update strategy
- iter:12000
- after update actions regrets:-14962.1|7989.99|-5488.01|-45181.9|-2.63958e+06|
- after update actions average regrets:764.354|7640.59|1944.25|339.204|0|
- AI take action:raise 300, probability:0.714887, regret:7989.99, randomc:0.635832
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1624 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Tc8c, Ks2s
- board: AhAs3hQd6c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r300,1:c
- total_win: 86450
- AI position:1
- AI card:Qd|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions regrets:35.0505|1951.76|0.884416|2.24364|146.09|3.97159|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.912962, regret:1951.76, randomc:0.489766
- total pot:600
- python rec ai action: call
- community cards:4c|2h|Ac|
- mycard:1, range:0.912037
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.173|24.5052|4.884|1.31822|0.0803145|0.00745907|0|0.0318382|
- after update actions regrets:183.173|24.5052|4.884|1.31822|0.0803145|0.00745907|0|0.0318382|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.863208, regret:183.173, randomc:0.642289
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4c|2h|Ac|5h|
- mycard:1, range:0.780657
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:184.235|29.3326|0.43205|0|0|
- mycard range:0.780657
- update strategy
- iter:12000
- after update actions regrets:3033.94|-59942|-64220.9|-96742.3|-3.00834e+06|
- after update actions average regrets:10396|0|0|0|0|
- AI take action:check, probability:1, regret:3033.94, randomc:0.477233
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4c|2h|Ac|5h|Jh|
- mycard:1, range:0.780657
- before update actions:l|1|2|4|n|
- before update actions regrets:88.2128|62.8656|62.6655|0.256084|0|
- mycard range:0.780657
- update strategy
- iter:12000
- after update actions regrets:812.615|-12199.7|-27169.9|-36402.3|-211600|
- after update actions average regrets:10101|0|0|0|0|
- AI take action:check, probability:1, regret:812.615, randomc:0.0883176
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:242.835|-43348.2|-14090.2|-10881.2|-103670|
- mycard range:0.780657
- update strategy
- iter:12000
- after update actions regrets:242.835|-87596.2|-30051.2|-30694.2|-211319|
- after update actions average regrets:20222|0|0|0|0|
- AI take action:fold, probability:1, regret:242.835, randomc:0.659517
- total pot:1200
- python rec ai action: fold
- -------------- game: 1625 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 8hQd
- board: 4c2hAc5hJh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 86150
- AI position:0
- AI card:3c|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.733988, regret:1570.19, randomc:0.167073
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1885.25|250.423|4.32279|0|
- after update actions regrets:1885.25|250.423|4.32279|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.116877, regret:250.423, randomc:0.98888
- total pot:1200
- python rec ai action: call
- community cards:2h|Kh|4c|
- mycard:0, range:0.0858616
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:0|213.778|0.026147|0.0103035|0.0814379|0.0975911|0.00629715|
- after update actions regrets:0|213.778|0.026147|0.0103035|0.0814379|0.0975911|0.00629715|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:call, probability:1, regret:213.778, randomc:0.745841
- total pot:3600
- python rec ai action: call
- community cards:2h|Kh|4c|6s|
- mycard:0, range:0.0857726
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.436|0.25049|0.313098|0|0|
- mycard range:0.0857726
- update strategy
- iter:12000
- after update actions regrets:242.098|137.912|-576.026|-2130.34|-3737.34|
- after update actions average regrets:5830.29|5071.27|0|0|0|
- AI take action:raise 1800, probability:0.465187, regret:137.912, randomc:0.734665
- total pot:5400
- python rec ai action: raise 1800
- -------------- game: 1626 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 3cKd,
- board: 2hKh4c6s
- action_history: 0:r200,1:r600,0:c/1:r1200,0:c/1:c,0:r1800,1:f
- total_win: 87950
- AI position:1
- AI card:4s|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2133.53|2.10678|1.90706|0.677099|0.165938|1.08853|0.528766|0|
- after update actions regrets:2133.53|2.10678|1.90706|0.677099|0.165938|1.08853|0.528766|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.998128, regret:2133.53, randomc:0.0071346
- total pot:200
- python rec ai action: check
- community cards:5c|9d|7c|
- mycard:1, range:0.996975
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.94|0.0549311|0.00518204|0|0|0|0|0|
- after update actions regrets:213.94|0.0549311|0.00518204|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.94, randomc:0.724294
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5c|9d|7c|7s|
- mycard:1, range:0.996695
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:210.775|3.22526|0|0|0|
- mycard range:0.996695
- update strategy
- iter:12000
- after update actions regrets:1703.23|720.678|-948.547|-788.547|-120542|
- after update actions average regrets:4594.96|3670.1|1853.02|236.223|0|
- AI take action:raise 100, probability:0.354487, regret:720.678, randomc:0.62909
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:5c|9d|7c|7s|4c|
- mycard:1, range:0.35328
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.35328
- update strategy
- iter:12000
- after update actions regrets:218.844|-13553.2|-7514.16|-11309.2|-27953.2|
- after update actions average regrets:10510|0|0|0|0|
- AI take action:check, probability:1, regret:218.844, randomc:0.776048
- total pot:400
- python rec ai action: check
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|n|
- before update actions regrets:163.524|734.258|188.757|-522.631|-13805.8|
- mycard range:0.35328
- update strategy
- iter:12000
- after update actions regrets:935.889|553.622|-852.878|-3399.27|-28262.4|
- after update actions average regrets:9075.24|9604.46|2190.85|98.5568|0|
- AI take action:raise 1000, probability:0.10445, regret:-852.878, randomc:0.96961
- total pot:1800
- python rec ai action: raise 1000
- -------------- game: 1627 -----------------
- win_money: -1200
- players: OpenStackTwo, Bot
- hand: 6s7d, 4sJh
- board: 5c9d7c7s4c
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:c,0:r400,1:r1000,0:c
- total_win: 86750
- AI position:0
- AI card:6s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688026, regret:1471.44, randomc:0.153257
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1628 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5c6s,
- board:
- action_history: 0:r200,1:f
- total_win: 86850
- AI position:1
- AI card:3s|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985026, regret:2105.62, randomc:0.299334
- total pot:200
- python rec ai action: check
- community cards:Jh|7s|Ac|
- mycard:1, range:0.983933
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.654|10.6|0.561266|0.18188|0.00255719|0|0|0|
- after update actions regrets:202.654|10.6|0.561266|0.18188|0.00255719|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.654, randomc:0.182597
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jh|7s|Ac|2s|
- mycard:1, range:0.931768
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:152.4|49.2493|11.9909|0.360215|0|
- mycard range:0.931768
- update strategy
- iter:12000
- after update actions regrets:1008.57|-1485.58|-3239.83|-3048.46|-184310|
- after update actions average regrets:9497.49|977.644|28.2031|0|0|
- AI take action:check, probability:0.904304, regret:1008.57, randomc:0.432465
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jh|7s|Ac|2s|Ad|
- mycard:1, range:0.842538
- before update actions:l|1|2|4|n|
- before update actions regrets:213.924|0.0759091|0|0|0|
- mycard range:0.842538
- update strategy
- iter:12000
- after update actions regrets:843.008|-5650.84|-6757.92|-8594.92|-14805.9|
- after update actions average regrets:10258.6|92.7795|0|0|0|
- AI take action:check, probability:0.991111, regret:843.008, randomc:0.949313
- total pot:200
- python rec ai action: check
- -------------- game: 1629 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: Ks6d, Qh3s
- board: Jh7sAc2sAd
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 86750
- AI position:0
- AI card:4c|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions regrets:0|132.152|1466.85|534.395|6.5985|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.685688, regret:1466.85, randomc:0.47867
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:392.549|1747.15|0.300901|0|
- after update actions regrets:392.549|1747.15|0.300901|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.183263, regret:392.549, randomc:0.136295
- total pot:800
- python rec ai action: fold
- -------------- game: 1630 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4c5h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 86550
- AI position:1
- AI card:Qc|Td
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1141.4|13.1002|637.645|255.672|67.3168|24.8657|0|0|
- after update actions regrets:1141.4|13.1002|637.645|255.672|67.3168|24.8657|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.298081, regret:637.645, randomc:0.602274
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1631 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , TdQc
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 86650
- AI position:0
- AI card:9s|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions regrets:0|83.6145|1380.28|669.864|6.2448|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.645463, regret:1380.28, randomc:0.28418
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1632 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9d9s,
- board:
- action_history: 0:r200,1:f
- total_win: 86750
- AI position:1
- AI card:5s|Qc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions regrets:1454.67|685.329|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.320243, regret:685.329, randomc:0.853231
- total pot:600
- python rec ai action: call
- community cards:Jc|3h|Ad|
- mycard:1, range:0.320247
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:67.1458|139.095|6.87564|0.751387|0.0763716|0|0.0145|0.0415331|
- after update actions regrets:67.1458|139.095|6.87564|0.751387|0.0763716|0|0.0145|0.0415331|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.316038, regret:67.1458, randomc:0.110738
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jc|3h|Ad|Kh|
- mycard:1, range:0.100483
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:168.247|26.7966|18.785|0.171588|0|
- mycard range:0.100483
- update strategy
- iter:12000
- after update actions regrets:5801.63|-19545.8|-10814.8|-39731.4|-942313|
- after update actions average regrets:10678.9|0.10011|0|0|0|
- AI take action:check, probability:1, regret:5801.63, randomc:0.746387
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Jc|3h|Ad|Kh|Qd|
- mycard:1, range:0.100482
- before update actions:l|1|2|4|n|
- before update actions regrets:213.205|0.741372|0.0533263|0|0|
- mycard range:0.100482
- update strategy
- iter:12000
- after update actions regrets:213.445|-48848|-107918|-227211|-3.86931e+06|
- after update actions average regrets:10473|0|0|0|0|
- AI take action:check, probability:1, regret:213.445, randomc:0.823117
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:1826|-1230.04|-7765.73|-18672.3|-742762|
- mycard range:0.100482
- update strategy
- iter:12000
- after update actions regrets:1826|-5670.04|-16982.7|-32067.3|-1.42907e+06|
- after update actions average regrets:17427.7|3519.61|0.404681|0|0|
- AI take action:fold, probability:0.831997, regret:1826, randomc:0.103482
- total pot:1200
- python rec ai action: fold
- -------------- game: 1633 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Qc5s
- board: Jc3hAdKhQd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 86450
- AI position:0
- AI card:9s|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0430108, regret:92.0915, randomc:0.0397596
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:5d|5c|7d|
- mycard:0, range:0.0430334
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:3.60549|209.722|0.133631|0.427683|0.0436061|0.0676934|0|0|
- after update actions regrets:3.60549|209.722|0.133631|0.427683|0.0436061|0.0676934|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.985849, regret:209.722, randomc:0.790231
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1634 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Kd9s,
- board: 5d5c7d
- action_history: 0:c,1:c/1:c,0:r100,1:f
- total_win: 86550
- AI position:1
- AI card:6d|5h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1420.35|7.17547|395.755|178.858|84.3767|53.4893|0|0|
- after update actions regrets:1420.35|7.17547|395.755|178.858|84.3767|53.4893|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.664483, regret:1420.35, randomc:0.155467
- total pot:200
- python rec ai action: check
- community cards:Kc|7s|9c|
- mycard:1, range:0.663713
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.83|0.0597079|0.0347747|0.0751138|0|0|0|0|
- after update actions regrets:213.83|0.0597079|0.0347747|0.0751138|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.83, randomc:0.0640955
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kc|7s|9c|3s|
- mycard:1, range:0.663187
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:3.96485|82.7127|96.4571|30.8653|0|
- mycard range:0.663187
- update strategy
- iter:12000
- after update actions regrets:679.855|2635.6|593.347|457.756|-57681.1|
- after update actions average regrets:2578.89|4835.37|1708.1|975.658|0|
- AI take action:check, probability:0.255349, regret:679.855, randomc:0.246783
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:323.258|739.748|372.237|-714.252|-5096.25|
- mycard range:0.663187
- update strategy
- iter:12000
- after update actions regrets:-390.393|1240.1|239.586|436.096|-3963.9|
- after update actions average regrets:5248.29|9689.29|2573.49|2515.14|0|
- AI take action:fold, probability:0.262072, regret:-390.393, randomc:0.166851
- total pot:400
- python rec ai action: fold
- -------------- game: 1635 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6d5h
- board: Kc7s9c3s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 86450
- AI position:0
- AI card:9c|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94, randomc:0.330347
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1090.98|1048.84|0.177647|0|
- after update actions regrets:1090.98|1048.84|0.177647|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.509822, regret:1090.98, randomc:0.153023
- total pot:800
- python rec ai action: fold
- -------------- game: 1636 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 9c7d,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 86250
- AI position:1
- AI card:Ks|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.719325|14.3314|905.363|519.017|301.017|390.945|8.60781|0|
- after update actions regrets:0.719325|14.3314|905.363|519.017|301.017|390.945|8.60781|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.242864, regret:519.017, randomc:0.475178
- total pot:600
- python rec ai action: raise 500
- -------------- game: 1637 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , KhKs
- board:
- action_history: 0:c,1:r500,0:f
- total_win: 86350
- AI position:0
- AI card:4s|7s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions regrets:0|130.935|1481.1|514.85|12.5151|0.603896|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.693028, regret:1481.1, randomc:0.217933
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6d|Jh|Qs|
- mycard:0, range:0.692101
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:179.484|19.5782|9.95383|4.6594|0.320049|0.00436364|0|0|
- after update actions regrets:179.484|19.5782|9.95383|4.6594|0.320049|0.00436364|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.848341, regret:179.484, randomc:0.158878
- total pot:400
- python rec ai action: check
- community cards:6d|Jh|Qs|3d|
- mycard:0, range:0.580473
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:201.669|11.3336|0.961648|0.0356791|0|
- mycard range:0.580473
- update strategy
- iter:12000
- after update actions regrets:15651.5|-33291.9|-2290.25|-42928.2|-2.68889e+06|
- after update actions average regrets:9112.53|0|1569.07|308.945|0|
- AI take action:check, probability:0.829193, regret:15651.5, randomc:0.5172
- total pot:400
- python rec ai action: check
- community cards:6d|Jh|Qs|3d|7h|
- mycard:0, range:0.481284
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.212814|213.663|0.113935|0.010559|0|
- mycard range:0.481284
- update strategy
- iter:12000
- after update actions regrets:-29089.3|2211.06|-3746.49|-108711|-1.22074e+06|
- after update actions average regrets:0|10650.7|297.565|0|0|
- AI take action:raise 200, probability:0.972869, regret:2211.06, randomc:0.760946
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1638 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 4s7s,
- board: 6dJhQs3d7h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 86550
- AI position:1
- AI card:4c|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.63263|1802.42|3.87793|9.09519|317.213|1.66169|0.0982998|0|0|
- after update actions regrets:5.63263|1802.42|3.87793|9.09519|317.213|1.66169|0.0982998|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.843238, regret:1802.42, randomc:0.616267
- total pot:600
- python rec ai action: call
- community cards:Ah|Td|As|
- mycard:1, range:0.842253
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.674|37.4681|2.65235|0.109183|0.0297961|0.0257264|0.0410443|0|
- after update actions regrets:173.674|37.4681|2.65235|0.109183|0.0297961|0.0257264|0.0410443|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.816038, regret:173.674, randomc:0.791675
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:10.7594|162.57|40.5666|0.0840853|0.0196868|
- after update actions regrets:10.7594|162.57|40.5666|0.0840853|0.0196868|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.764151, regret:162.57, randomc:0.589837
- total pot:1800
- python rec ai action: call
- community cards:Ah|Td|As|Ks|
- mycard:1, range:0.519266
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:212.28|1.67266|0.0473606|0|0|
- mycard range:0.519266
- update strategy
- iter:12000
- after update actions regrets:4251.29|-43597.8|-46383.5|-92299.7|-1.4475e+06|
- after update actions average regrets:10555.5|0.502192|156.492|0|0|
- AI take action:check, probability:0.985436, regret:4251.29, randomc:0.502924
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Ah|Td|As|Ks|Kh|
- mycard:1, range:0.511656
- before update actions:l|1|2|4|n|
- before update actions regrets:0.764994|204.732|1.50964|6.92414|0.068749|
- mycard range:0.511656
- update strategy
- iter:12000
- after update actions regrets:-35960.1|968.837|-17571.4|-35245|-218483|
- after update actions average regrets:0|10755|0|0|0|
- AI take action:raise 900, probability:1, regret:968.837, randomc:0.331668
- total pot:2700
- python rec ai action: raise 900
- -------------- game: 1639 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: ThKd, 4c4h
- board: AhTdAsKsKh
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:r900,0:c
- total_win: 84750
- AI position:0
- AI card:Js|Ac
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.565482, regret:1209.43, randomc:0.269617
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|8c|5s|
- mycard:0, range:0.565156
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:107.759|97.7767|7.84818|0.486278|0.129586|0|0|0|
- after update actions regrets:107.759|97.7767|7.84818|0.486278|0.129586|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.507109, regret:107.759, randomc:0.308844
- total pot:400
- python rec ai action: check
- community cards:9s|8c|5s|2c|
- mycard:0, range:0.284583
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.284583
- update strategy
- iter:12000
- after update actions regrets:12306.9|-11547.1|-25994.1|-58509.1|-4.03642e+06|
- after update actions average regrets:8992.45|328.731|0|1505.25|0|
- AI take action:raise 800, probability:0.13903, regret:-58509.1, randomc:0.965109
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1640 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: AcJs,
- board: 9s8c5s2c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 84950
- AI position:1
- AI card:Jc|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|605.784|6.26245|27.6914|1455.55|43.3717|0.0593973|0.0814025|1.19678|
- after update actions regrets:0|605.784|6.26245|27.6914|1455.55|43.3717|0.0593973|0.0814025|1.19678|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.680861, regret:1455.55, randomc:0.917644
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1641 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AcJc
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 85250
- AI position:0
- AI card:9d|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions regrets:0|113.696|1628.49|395.573|2.24193|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.761459, regret:1628.49, randomc:0.387496
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kc|8s|Ts|
- mycard:0, range:0.760976
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:170.856|43.0102|0.134315|0|0|0|0|0|
- after update actions regrets:170.856|43.0102|0.134315|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.798122, regret:170.856, randomc:0.00655817
- total pot:400
- python rec ai action: check
- community cards:Kc|8s|Ts|8c|
- mycard:0, range:0.607556
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.994|0.00632284|0|0|0|
- mycard range:0.607556
- update strategy
- iter:12000
- after update actions regrets:10968.5|-1231.5|2892.49|-54167.5|-2.69556e+06|
- after update actions average regrets:9289.24|360.388|1122.12|0|0|
- AI take action:check, probability:0.862408, regret:10968.5, randomc:0.718453
- total pot:400
- python rec ai action: check
- community cards:Kc|8s|Ts|8c|7s|
- mycard:0, range:0.523938
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|63.1073|150.637|0.256|0|
- mycard range:0.523938
- update strategy
- iter:12000
- after update actions regrets:-620308|5395.59|9488.12|-13535.3|-2.30664e+06|
- after update actions average regrets:0|5366.49|2580.85|2727.23|0|
- AI take action:raise 400, probability:0.241731, regret:9488.12, randomc:0.609045
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1642 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 9dJh, Tc9h
- board: Kc8sTs8c7s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 85850
- AI position:1
- AI card:9c|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.161833, regret:346.914, randomc:0.861723
- total pot:600
- python rec ai action: call
- community cards:Ad|5d|8d|
- mycard:1, range:0.162109
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:177.945|33.5728|2.28506|0.104931|0.0474943|0|0.0336185|0.0112539|
- after update actions regrets:177.945|33.5728|2.28506|0.104931|0.0474943|0|0.0336185|0.0112539|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.834906, regret:177.945, randomc:0.624145
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|5d|8d|Qs|
- mycard:1, range:0.134797
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:93.1826|99.3191|20.0446|1.45371|0|
- mycard range:0.134797
- update strategy
- iter:12000
- after update actions regrets:5653.7|18418.8|11116.6|-7075.03|-411331|
- after update actions average regrets:2240.8|3879.63|1851.46|2234.72|0|
- AI take action:check, probability:0.219522, regret:5653.7, randomc:0.188525
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|5d|8d|Qs|As|
- mycard:1, range:0.0295938
- before update actions:l|1|2|4|n|
- before update actions regrets:88.2128|62.8656|62.6655|0.256084|0|
- mycard range:0.0295938
- update strategy
- iter:12000
- after update actions regrets:-67962.4|2833.2|5337.69|-8944.41|-220853|
- after update actions average regrets:0|596.59|8471.8|1203.54|0|
- AI take action:raise 600, probability:0.82483, regret:5337.69, randomc:0.170571
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1643 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: KhJc, 9c6d
- board: Ad5d8dQsAs
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:c
- total_win: 84950
- AI position:0
- AI card:4d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.215154, regret:460.358, randomc:0.944001
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1644 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Qh4d,
- board:
- action_history: 0:r300,1:f
- total_win: 85050
- AI position:1
- AI card:5s|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.0102996, regret:22.6808, randomc:0.997252
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 1645 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 5sKh
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 85150
- AI position:0
- AI card:Qs|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.74696, regret:1597.28, randomc:0.539767
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1805.29|334.708|0|
- after update actions regrets:0|1805.29|334.708|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.156148, regret:334.708, randomc:0.970998
- total pot:2400
- python rec ai action: raise 1800
- opp action:allin
- total pot:21800
- before update actions:d|l|
- before update actions regrets:2139|1|
- after update actions regrets:2139|1|
- after update actions average regrets:0|0|
- AI take action:fold, probability:0.999533, regret:2139, randomc:0.558153
- total pot:21800
- python rec ai action: fold
- -------------- game: 1646 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: Qs9h,
- board:
- action_history: 0:r200,1:r600,0:r1800,1:r20000,0:f
- total_win: 83350
- AI position:1
- AI card:5c|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.889565, regret:1901.23, randomc:0.306196
- total pot:600
- python rec ai action: call
- community cards:7h|5s|Td|
- mycard:1, range:0.888424
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.224|11.3632|0.215858|0.173799|0.00164106|0|0|0.0214964|
- after update actions regrets:202.224|11.3632|0.215858|0.173799|0.00164106|0|0|0.0214964|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.948357, regret:202.224, randomc:0.364306
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7h|5s|Td|Qc|
- mycard:1, range:0.839536
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:193.342|20.4839|0.0882589|0.0856795|0|
- mycard range:0.839536
- update strategy
- iter:12000
- after update actions regrets:14021.2|-7503.66|-14378.1|-26249.1|-720718|
- after update actions average regrets:9437.44|321.846|698.228|57.0138|0|
- AI take action:check, probability:0.897651, regret:14021.2, randomc:0.827996
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7h|5s|Td|Qc|9c|
- mycard:1, range:0.753535
- before update actions:l|1|2|4|n|
- before update actions regrets:213.932|0.0182451|0|0.0494429|0|
- mycard range:0.753535
- update strategy
- iter:12000
- after update actions regrets:5844.14|-38156.8|-93270.8|-199678|-618745|
- after update actions average regrets:10421.2|248.494|0|0|0|
- AI take action:check, probability:0.976755, regret:5844.14, randomc:0.455143
- total pot:600
- python rec ai action: check
- -------------- game: 1647 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 5d6c, Ad5c
- board: 7h5sTdQc9c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 83650
- AI position:0
- AI card:Qd|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.73165, regret:1565.06, randomc:0.397751
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1852.12|287.878|0|
- after update actions regrets:0|1852.12|287.878|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.865825, regret:1852.12, randomc:0.849767
- total pot:1200
- python rec ai action: call
- community cards:Qh|Tc|Jc|
- mycard:0, range:0.632956
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:179.068|29.9887|4.92625|0|0|0|0.0170681|
- after update actions regrets:179.068|29.9887|4.92625|0|0|0|0.0170681|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:0.84434, regret:179.068, randomc:0.280632
- total pot:2400
- python rec ai action: fold
- -------------- game: 1648 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: QdJh,
- board: QhTcJc
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 83050
- AI position:1
- AI card:Qs|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.155358, regret:332.935, randomc:0.939621
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:Ks|3h|Qd|
- mycard:1, range:0.155577
- before update actions:l|1|2|4|8|n|
- before update actions regrets:208.359|4.9876|0.314843|0.16629|0.164441|0.00801992|
- after update actions regrets:208.359|4.9876|0.314843|0.16629|0.164441|0.00801992|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.359, randomc:0.74855
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:Ks|3h|Qd|6s|
- mycard:1, range:0.151476
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:2.12547|211.67|0.183949|0.0209931|0|
- mycard range:0.151476
- update strategy
- iter:12000
- after update actions regrets:53564.4|44340.7|-23531.7|-559793|-2.46538e+06|
- after update actions average regrets:3831.7|5855.29|881.3|0|0|
- AI take action:raise 1500, probability:0.554083, regret:44340.7, randomc:0.842338
- total pot:4500
- python rec ai action: raise 1500
- -------------- game: 1649 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: , TcQs
- board: Ks3hQd6s
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:r1500,0:f
- total_win: 84550
- AI position:0
- AI card:6s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.340672
- total pot:150
- python rec ai action: fold
- -------------- game: 1650 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 6s2d,
- board:
- action_history: 0:f
- total_win: 84500
- AI position:1
- AI card:6c|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions regrets:10.3086|1491.3|2.23416|8.60287|593.737|33.8191|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.697707, regret:1491.3, randomc:0.340672
- total pot:600
- python rec ai action: call
- community cards:5s|Ks|7d|
- mycard:1, range:0.696868
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.725|3.64028|0.493965|0.0157053|0.0121028|0.0833303|0.0293837|0|
- after update actions regrets:209.725|3.64028|0.493965|0.0157053|0.0121028|0.0833303|0.0293837|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.725, randomc:0.491446
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5s|Ks|7d|Kh|
- mycard:1, range:0.682948
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:83.3928|129.468|1.06104|0.077627|0|
- mycard range:0.682948
- update strategy
- iter:12000
- after update actions regrets:14380.8|9754.83|-1565.57|-105243|-2.54852e+06|
- after update actions average regrets:4325.49|3599.17|2214.41|0|0|
- AI take action:raise 300, probability:0.355001, regret:9754.83, randomc:0.574982
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:5s|Ks|7d|Kh|Td|
- mycard:1, range:0.242433
- before update actions:l|1|2|4|n|
- before update actions regrets:200.668|13.2346|0.0972096|0|0|
- mycard range:0.242433
- update strategy
- iter:12000
- after update actions regrets:-13347.3|7117.23|-33632.9|-150029|-1.40386e+06|
- after update actions average regrets:22.9379|10275.3|0|0|0|
- AI take action:raise 600, probability:0.997863, regret:7117.23, randomc:0.894758
- total pot:1800
- python rec ai action: raise 600
- opp action:raise 3000
- total pot:4800
- before update actions:d|l|2|n|
- before update actions regrets:11218.1|3579.92|-25829.3|-39618.9|
- mycard range:0.242433
- update strategy
- iter:12000
- after update actions regrets:11349.5|12555.3|-29397.9|-39835.5|
- after update actions average regrets:14585.6|5854.97|88.9728|0|
- AI take action:fold, probability:0.710528, regret:11349.5, randomc:0.0360043
- total pot:4800
- python rec ai action: fold
- -------------- game: 1651 -----------------
- win_money: -1200
- players: OpenStackTwo, Bot
- hand: , 6c7c
- board: 5sKs7dKhTd
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:r3000,1:f
- total_win: 83300
- AI position:0
- AI card:Js|4d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.672591, regret:1438.15, randomc:0.110321
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|Qd|5s|
- mycard:0, range:0.672034
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:123.725|58.565|31.4436|0.168261|0.0982592|0|0|0|
- after update actions regrets:123.725|58.565|31.4436|0.168261|0.0982592|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.580189, regret:123.725, randomc:0.2863
- total pot:400
- python rec ai action: check
- community cards:3s|Qd|5s|7d|
- mycard:0, range:0.388539
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:180.88|0.994787|28.0334|4.09206|0|
- mycard range:0.388539
- update strategy
- iter:12000
- after update actions regrets:11969.9|676.975|13115|-23377.9|-2.81346e+06|
- after update actions average regrets:7192.38|584.955|3018.63|104.707|0|
- AI take action:check, probability:0.659938, regret:11969.9, randomc:0.639536
- total pot:400
- python rec ai action: check
- community cards:3s|Qd|5s|7d|7c|
- mycard:0, range:0.256362
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:208.8|0|5.2|0|0|0|
- mycard range:0.256362
- update strategy
- iter:12000
- after update actions regrets:1573.52|-93307.3|-21867.1|-24988.3|-32013.3|-626360|
- after update actions average regrets:10856|0|0|0|0|0|
- AI take action:fold, probability:1, regret:1573.52, randomc:0.123951
- total pot:800
- python rec ai action: fold
- -------------- game: 1652 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4dJs,
- board: 3sQd5s7d7c
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 83100
- AI position:1
- AI card:5c|3d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.41595
- total pot:400
- python rec ai action: fold
- -------------- game: 1653 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c3d
- board:
- action_history: 0:r300,1:f
- total_win: 83000
- AI position:0
- AI card:Tc|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53, randomc:0.41595
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qc|7c|Ks|
- mycard:0, range:0.708192
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:89.0859|8.95056|100.102|12.2312|3.0309|0.530145|0.065198|0.00455312|
- after update actions regrets:89.0859|8.95056|100.102|12.2312|3.0309|0.530145|0.065198|0.00455312|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.419811, regret:89.0859, randomc:0.0142592
- total pot:400
- python rec ai action: check
- community cards:Qc|7c|Ks|4s|
- mycard:0, range:0.294812
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.3|130.645|83.0554|0|0|
- mycard range:0.294812
- update strategy
- iter:12000
- after update actions regrets:10379.8|16941.2|-170.435|-32727.5|-3.19466e+06|
- after update actions average regrets:1324.19|7401.44|976.263|962.126|0|
- AI take action:raise 800, probability:0.0902185, regret:-32727.5, randomc:0.912535
- total pot:1200
- python rec ai action: raise 800
- opp action:call
- total pot:2000
- community cards:Qc|7c|Ks|4s|Ts|
- mycard:0, range:0.0265985
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.0265985
- update strategy
- iter:12000
- after update actions regrets:3787.54|-289278|-351236|-743904|-4.11432e+06|
- after update actions average regrets:10746|0|0|0|0|
- AI take action:check, probability:1, regret:3787.54, randomc:0.284647
- total pot:2000
- python rec ai action: check
- -------------- game: 1654 -----------------
- win_money: -1000
- players: Bot, OpenStackTwo
- hand: Tc6h, TdQh
- board: Qc7cKs4sTs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:c/1:c,0:c
- total_win: 82000
- AI position:1
- AI card:Ks|Qc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.464419, regret:992.429, randomc:0.198985
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:6s|5h|2d|
- mycard:1, range:0.463752
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.741|18.0612|6.54848|0.570208|0.0786713|0|0|0|
- after update actions regrets:188.741|18.0612|6.54848|0.570208|0.0786713|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.886792, regret:188.741, randomc:0.616861
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6s|5h|2d|Kd|
- mycard:1, range:0.409015
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:77.8178|99.4848|36.692|0.00541451|0|
- mycard range:0.409015
- update strategy
- iter:12000
- after update actions regrets:2734.07|2147.73|2213.94|627.253|-116442|
- after update actions average regrets:4915.31|2105.9|2857.39|647.574|0|
- AI take action:check, probability:0.467028, regret:2734.07, randomc:0.434441
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-10919.8|1389.74|361.714|1168.23|-8748.77|
- mycard range:0.409015
- update strategy
- iter:12000
- after update actions regrets:-17300.6|1387.87|1020.84|975.357|-13789.6|
- after update actions average regrets:0|10974.7|4089.96|5268.23|101.906|
- AI take action:call, probability:0.537099, regret:1387.87, randomc:0.492259
- total pot:1800
- python rec ai action: call
- community cards:6s|5h|2d|Kd|7d|
- mycard:1, range:0.102575
- before update actions:l|1|2|4|n|
- before update actions regrets:212.928|1.05187|0.0205402|0|0|
- mycard range:0.102575
- update strategy
- iter:12000
- after update actions regrets:220.88|-2977|-7679.03|-17039|-29315|
- after update actions average regrets:10444|0|0|0|0|
- AI take action:check, probability:1, regret:220.88, randomc:0.928616
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:-560.014|476.608|-3450.18|-3986.19|-3782.19|
- mycard range:0.102575
- update strategy
- iter:12000
- after update actions regrets:-694.014|476.608|-7165.18|-9826.19|-5800.19|
- after update actions average regrets:1302.04|19467.7|0|21.672|162.128|
- AI take action:call, probability:0.929124, regret:476.608, randomc:0.812697
- total pot:5400
- python rec ai action: call
- -------------- game: 1655 -----------------
- win_money: 2700
- players: OpenStackTwo, Bot
- hand: 3s8s, QcKs
- board: 6s5h2dKd7d
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:r1800,1:c
- total_win: 84700
- AI position:0
- AI card:5s|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61, randomc:0.77809
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|Td|Ts|
- mycard:0, range:0.794211
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.62|12.8028|0.408231|0.169031|0.000144928|0|0|0|
- after update actions regrets:200.62|12.8028|0.408231|0.169031|0.000144928|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.62, randomc:0.0414785
- total pot:400
- python rec ai action: check
- community cards:Ks|Td|Ts|6d|
- mycard:0, range:0.744554
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.744554
- update strategy
- iter:12000
- after update actions regrets:3261.88|-58031.1|-100188|-111630|-4.9012e+06|
- after update actions average regrets:10677.7|297.97|0|0|0|
- AI take action:check, probability:0.972936, regret:3261.88, randomc:0.874141
- total pot:400
- python rec ai action: check
- community cards:Ks|Td|Ts|6d|Th|
- mycard:0, range:0.72434
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.985|0.0151899|0|0|0|
- mycard range:0.72434
- update strategy
- iter:12000
- after update actions regrets:1054.22|-166110|-144837|-83624.8|-4.19676e+06|
- after update actions average regrets:10902|0|0|0|0|
- AI take action:check, probability:1, regret:1054.22, randomc:0.564528
- total pot:400
- python rec ai action: check
- -------------- game: 1656 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5sQd, 9s5c
- board: KsTdTs6dTh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 84900
- AI position:1
- AI card:3s|3h
- -------------- game: 1657 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3s3h
- board:
- action_history: 0:f
- total_win: 84950
- AI position:0
- AI card:5c|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09, randomc:0.511311
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.68|0|3.3175|0|
- after update actions regrets:2136.68|0|3.3175|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.68, randomc:0.910277
- total pot:800
- python rec ai action: fold
- -------------- game: 1658 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5cJd,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 84750
- AI position:1
- AI card:9s|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.858212, regret:1834.11, randomc:0.591348
- total pot:600
- python rec ai action: call
- community cards:7h|Jd|Ah|
- mycard:1, range:0.857062
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:203.253|10.1844|0.295071|0.119663|0.00463474|0|0.0803827|0.0631115|
- after update actions regrets:203.253|10.1844|0.295071|0.119663|0.00463474|0|0.0803827|0.0631115|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.953052, regret:203.253, randomc:0.025801
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7h|Jd|Ah|3c|
- mycard:1, range:0.814019
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:0.618006|161.528|51.8035|0.0509241|0|
- mycard range:0.814019
- update strategy
- iter:12000
- after update actions regrets:5763.89|14667.8|11318.1|-38330.7|-1.19639e+06|
- after update actions average regrets:3322.77|4045.57|3016.13|0|0|
- AI take action:raise 600, probability:0.290475, regret:11318.1, randomc:0.772929
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1659 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9sJh
- board: 7hJdAh3c
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 85050
- AI position:0
- AI card:Jc|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.208606, regret:446.515, randomc:0.916586
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0138684
- total pot:1200
- python rec ai action: fold
- -------------- game: 1660 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 6hJc,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 84750
- AI position:1
- AI card:Qd|9h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1303.83|10.616|560.487|190.822|50.4865|23.1704|0.591279|0|
- after update actions regrets:1303.83|10.616|560.487|190.822|50.4865|23.1704|0.591279|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.610019, regret:1303.83, randomc:0.0238425
- total pot:200
- python rec ai action: check
- community cards:7s|Ks|As|
- mycard:1, range:0.609265
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.088|0.883683|0.0247427|0.00367761|0|0|0|0|
- after update actions regrets:213.088|0.883683|0.0247427|0.00367761|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.088, randomc:0.120656
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.948|0.0321521|0.00619875|0.013659|0|
- after update actions regrets:213.948|0.0321521|0.00619875|0.013659|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.948, randomc:0.345381
- total pot:400
- python rec ai action: fold
- -------------- game: 1661 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qd9h
- board: 7sKsAs
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 84650
- AI position:0
- AI card:2s|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.747777, regret:1598.06, randomc:0.313332
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qs|7h|6d|
- mycard:0, range:0.746758
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.887|1.67351|25.6926|16.2388|2.50767|0|0|0|
- after update actions regrets:167.887|1.67351|25.6926|16.2388|2.50767|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.791469, regret:167.887, randomc:0.486102
- total pot:400
- python rec ai action: check
- community cards:Qs|7h|6d|8d|
- mycard:0, range:0.585847
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.085|0.0432564|0.871491|0|0|
- mycard range:0.585847
- update strategy
- iter:12000
- after update actions regrets:5496.61|-33708.4|-52584.6|-96394.5|-2.72635e+06|
- after update actions average regrets:10465.2|467.563|50.7895|0|0|
- AI take action:check, probability:0.952923, regret:5496.61, randomc:0.241866
- total pot:400
- python rec ai action: check
- community cards:Qs|7h|6d|8d|2d|
- mycard:0, range:0.558198
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.558198
- update strategy
- iter:12000
- after update actions regrets:244.315|-64064.7|-14773.7|-70451.7|-1.21132e+06|
- after update actions average regrets:10988|0|0|0|0|
- AI take action:check, probability:1, regret:244.315, randomc:0.99662
- total pot:400
- python rec ai action: check
- -------------- game: 1662 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 2sAh, 6h5c
- board: Qs7h6d8d2d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 84450
- AI position:1
- AI card:8c|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.105262
- total pot:400
- python rec ai action: fold
- -------------- game: 1663 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8c2d
- board:
- action_history: 0:r300,1:f
- total_win: 84350
- AI position:0
- AI card:6d|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68, randomc:0.105262
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kc|Jc|3c|
- mycard:0, range:0.737699
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.38|33.5873|0|0.0322485|0|0|0|0|
- after update actions regrets:180.38|33.5873|0|0.0322485|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.84507, regret:180.38, randomc:0.365576
- total pot:400
- python rec ai action: check
- community cards:Kc|Jc|3c|6h|
- mycard:0, range:0.621806
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:162.111|41.2504|10.5415|0.0973765|0|
- mycard range:0.621806
- update strategy
- iter:12000
- after update actions regrets:16443.6|45120.8|-5471.96|-3450.4|-2.04126e+06|
- after update actions average regrets:2917.58|5248.83|18.2682|2551.83|0|
- AI take action:raise 200, probability:0.488914, regret:45120.8, randomc:0.733071
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1664 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6dJh,
- board: KcJc3c6h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 84550
- AI position:1
- AI card:9s|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions regrets:1792.89|346.914|0.19272|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.838167, regret:1792.89, randomc:0.58182
- total pot:400
- python rec ai action: fold
- -------------- game: 1665 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9s6h
- board:
- action_history: 0:r300,1:f
- total_win: 84450
- AI position:0
- AI card:8s|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738541, regret:1579.33, randomc:0.201695
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Tc|9s|Ah|
- mycard:0, range:0.738003
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.298|1.34913|0.120387|0.0672833|0.164932|0|0|0|
- after update actions regrets:212.298|1.34913|0.120387|0.0672833|0.164932|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.298, randomc:0.359592
- total pot:400
- python rec ai action: check
- community cards:Tc|9s|Ah|2s|
- mycard:0, range:0.732135
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.257|0.672768|0|0.069967|0|
- mycard range:0.732135
- update strategy
- iter:12000
- after update actions regrets:-54211.3|13947|-7314.62|-29232.3|-38266.2|-1.41901e+06|
- after update actions average regrets:0|10104.2|842.888|1.67426|0|0|
- AI take action:call, probability:0.922993, regret:13947, randomc:0.609794
- total pot:1200
- python rec ai action: call
- community cards:Tc|9s|Ah|2s|Js|
- mycard:0, range:0.675659
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:211.376|2.50677|0|0.0619332|0.0322981|0.0225|
- mycard range:0.675659
- update strategy
- iter:12000
- after update actions regrets:-10820.6|1927.56|-2468.95|-5555.89|-17735.9|-61576.9|
- after update actions average regrets:30.9664|10104|61.4784|13.3093|652.834|0|
- AI take action:call, probability:0.930387, regret:1927.56, randomc:0.376805
- total pot:3600
- python rec ai action: call
- -------------- game: 1666 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: Td8s, 2hTh
- board: Tc9sAh2sJs
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:r1200,0:c
- total_win: 82650
- AI position:1
- AI card:8d|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions regrets:53.6336|1779.9|0.614151|2.27872|283.375|20.2005|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.132429, regret:283.375, randomc:0.927856
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:4d|Ks|2d|
- mycard:1, range:0.132418
- before update actions:l|1|2|4|8|n|
- before update actions regrets:213.878|0.0257557|0.0267353|0|0.0261943|0.0435489|
- after update actions regrets:213.878|0.0257557|0.0267353|0|0.0261943|0.0435489|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.878, randomc:0.617288
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:4d|Ks|2d|9d|
- mycard:1, range:0.132343
- turn subgame infoset node:747616
- before update actions:l|1|2|4|n|
- before update actions regrets:212.961|0.0579101|0.980774|0|0|
- mycard range:0.132343
- update strategy
- iter:12000
- after update actions regrets:42883.2|40084.3|22602.2|32496.2|-1.50006e+06|
- after update actions average regrets:2560.59|4677.1|2761.84|494.699|0|
- AI take action:check, probability:0.243995, regret:42883.2, randomc:0.041935
- total pot:3000
- python rec ai action: check
- opp action:check
- total pot:3000
- community cards:4d|Ks|2d|9d|Qd|
- mycard:1, range:0.0322916
- before update actions:l|1|2|4|n|
- before update actions regrets:4.09775|72.8192|137.068|0|0.0150425|
- mycard range:0.0322916
- update strategy
- iter:12000
- after update actions regrets:-70835|5325.67|23412.9|-304793|-1.51041e+06|
- after update actions average regrets:106.827|4698.48|5577.47|0|0|
- AI take action:raise 1500, probability:0.452558, regret:5325.67, randomc:0.34108
- total pot:4500
- python rec ai action: raise 1500
- opp action:allin
- total pot:23000
- before update actions:d|l|
- before update actions regrets:1778.91|-13978.5|
- mycard range:0.0322916
- update strategy
- iter:12000
- after update actions regrets:7595.69|-1908.73|
- after update actions average regrets:20130.2|620.826|
- AI take action:fold, probability:0.97012, regret:7595.69, randomc:0.63063
- total pot:23000
- python rec ai action: fold
- -------------- game: 1667 -----------------
- win_money: -3000
- players: OpenStackTwo, Bot
- hand: , 8d7h
- board: 4dKs2d9dQd
- action_history: 0:r300,1:r1500,0:c/1:c,0:c/1:c,0:c/1:r1500,0:r18500,1:f
- total_win: 79650
- AI position:0
- AI card:Ts|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.332086, regret:710.366, randomc:0.716293
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kh|Qh|5s|
- mycard:0, range:0.331947
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:15.3406|93.649|85.6729|17.6958|1.0013|0.126875|0.125169|0.388278|
- after update actions regrets:15.3406|93.649|85.6729|17.6958|1.0013|0.126875|0.125169|0.388278|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.440758, regret:93.649, randomc:0.212337
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kh|Qh|5s|Jd|
- mycard:0, range:0.145264
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:42.154|170.158|1.31051|0.3724|0.005|
- mycard range:0.145264
- update strategy
- iter:12000
- after update actions regrets:-1476.84|3094.16|32563.3|-14536.6|-2.56294e+06|
- after update actions average regrets:12.8682|4559.31|6356.05|0|0|
- AI take action:raise 1200, probability:0.581678, regret:32563.3, randomc:0.81704
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 1668 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: TsKs,
- board: KhQh5sJd
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:r1200,1:f
- total_win: 80250
- AI position:1
- AI card:As|3c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.903135, regret:1930.32, randomc:0.179687
- total pot:600
- python rec ai action: call
- community cards:4d|9s|Qd|
- mycard:1, range:0.902018
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:140.572|66.1415|6.59338|0.472526|0.120704|0|0|0.1|
- after update actions regrets:140.572|66.1415|6.59338|0.472526|0.120704|0|0|0.1|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.660377, regret:140.572, randomc:0.470749
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4d|9s|Qd|8h|
- mycard:1, range:0.592516
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:3.5779|47.7796|144.565|18.0773|0|
- mycard range:0.592516
- update strategy
- iter:12000
- after update actions regrets:8110.41|-14007.4|-22666.6|-50604.1|-1.45807e+06|
- after update actions average regrets:9679.85|293.922|467.879|0|0|
- AI take action:check, probability:0.927196, regret:8110.41, randomc:0.348044
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:1367.85|-24760|-59958.3|-74942.4|-274178|
- mycard range:0.592516
- update strategy
- iter:12000
- after update actions regrets:1367.85|-49616|-104671|-126085|-569984|
- after update actions average regrets:21226|0|0|0|0|
- AI take action:fold, probability:1, regret:1367.85, randomc:0.661804
- total pot:1200
- python rec ai action: fold
- -------------- game: 1669 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 3cAs
- board: 4d9sQd8h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 79950
- AI position:0
- AI card:3d|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|154.262|1534.04|443.394|7.76742|0.53841|0|0|0|
- after update actions regrets:0|154.262|1534.04|443.394|7.76742|0.53841|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.717493, regret:1534.04, randomc:0.756741
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|5d|Jc|
- mycard:0, range:0.71684
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.241|0.357735|0.730783|0.159267|0.51124|0|0|0|
- after update actions regrets:212.241|0.357735|0.730783|0.159267|0.51124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.241, randomc:0.777975
- total pot:400
- python rec ai action: check
- community cards:9s|5d|Jc|Jd|
- mycard:0, range:0.710948
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.662|0.201293|0.137166|0|0|
- mycard range:0.710948
- update strategy
- iter:12000
- after update actions regrets:27187.4|-51.0633|-17568.1|33486.7|-3.82739e+06|
- after update actions average regrets:3825.19|1507.59|777.976|4580.7|0|
- AI take action:check, probability:0.357845, regret:27187.4, randomc:0.330952
- total pot:400
- python rec ai action: check
- community cards:9s|5d|Jc|Jd|Td|
- mycard:0, range:0.254363
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|0|68.9781|136.281|8.74057|0|
- mycard range:0.254363
- update strategy
- iter:12000
- after update actions regrets:-772043|-175284|15638.3|13780.6|-10591.9|-523103|
- after update actions average regrets:0|0|3582.99|6421.98|471.536|176.203|
- AI take action:raise 1600, probability:0.468421, regret:13780.6, randomc:0.759473
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 1670 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: Kd3d, QsKc
- board: 9s5dJcJdTd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:r1600,1:c
- total_win: 81750
- AI position:1
- AI card:8d|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions regrets:21.4056|1810.9|1.54608|4.58709|286.391|15.1656|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.846982, regret:1810.9, randomc:0.555702
- total pot:600
- python rec ai action: call
- community cards:7d|4d|As|
- mycard:1, range:0.846217
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201.981|2.412|8.74274|0.799292|0.0650047|0|0|0|
- after update actions regrets:201.981|2.412|8.74274|0.799292|0.0650047|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.952607, regret:201.981, randomc:0.950891
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.549|0.350586|0.00688889|0.0887178|0.00466667|
- after update actions regrets:213.549|0.350586|0.00688889|0.0887178|0.00466667|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.549, randomc:0.671346
- total pot:1200
- python rec ai action: fold
- -------------- game: 1671 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 9h8d
- board: 7d4dAs
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 81450
- AI position:0
- AI card:4c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.00889513, regret:19.2339, randomc:0.998763
- total pot:600
- python rec ai action: raise 500
- -------------- game: 1672 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3d4c,
- board:
- action_history: 0:r500,1:f
- total_win: 81550
- AI position:1
- AI card:Qd|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.155358, regret:332.935, randomc:0.866611
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1673 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , ThQd
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 81850
- AI position:0
- AI card:3c|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.222378, regret:475.703, randomc:0.79983
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1674 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9c3c,
- board:
- action_history: 0:r300,1:f
- total_win: 81950
- AI position:1
- AI card:3c|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.877949
- total pot:400
- python rec ai action: fold
- -------------- game: 1675 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3cJh
- board:
- action_history: 0:r300,1:f
- total_win: 81850
- AI position:0
- AI card:8s|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656688, regret:1404.53, randomc:0.119849
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1676 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8s8d,
- board:
- action_history: 0:r200,1:f
- total_win: 81950
- AI position:1
- AI card:3s|7d
- -------------- game: 1677 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7d3s
- board:
- action_history: 0:f
- total_win: 82000
- AI position:0
- AI card:5d|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.33|1636.25|390.344|4.07777|0|0|0|0|
- after update actions regrets:0|109.33|1636.25|390.344|4.07777|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.764843, regret:1636.25, randomc:0.225339
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kc|Ad|4d|
- mycard:0, range:0.764602
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:147.06|66.9091|0.00149925|0|0|0.00524738|0|0.0242129|
- after update actions regrets:147.06|66.9091|0.00149925|0|0|0.00524738|0|0.0242129|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.690141, regret:147.06, randomc:0.00148909
- total pot:400
- python rec ai action: check
- community cards:Kc|Ad|4d|Qc|
- mycard:0, range:0.525431
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.807|0.116803|0.0152167|0.0605479|0|
- mycard range:0.525431
- update strategy
- iter:12000
- after update actions regrets:-31244.1|-9512.83|4994.06|18519.1|-1.35246e+06|
- after update actions average regrets:79.2103|53.0392|1030.37|9567.41|0|
- AI take action:raise 800, probability:0.891695, regret:18519.1, randomc:0.522046
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1678 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 5dTd,
- board: KcAd4dQc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 82200
- AI position:1
- AI card:4d|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.80692|1580.89|3.42259|9.13412|530.411|8.60952|0|0.180386|0.547895|
- after update actions regrets:6.80692|1580.89|3.42259|9.13412|530.411|8.60952|0|0.180386|0.547895|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.248127, regret:530.411, randomc:0.759572
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:4s|7d|3c|
- mycard:1, range:0.247855
- before update actions:l|1|2|4|8|n|
- before update actions regrets:172.952|35.3331|5.52514|0|0.100507|0.0892741|
- after update actions regrets:172.952|35.3331|5.52514|0|0.100507|0.0892741|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.165094, regret:35.3331, randomc:0.848435
- total pot:4500
- python rec ai action: raise 1500
- -------------- game: 1679 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: , Ad4d
- board: 4s7d3c
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:f
- total_win: 83700
- AI position:0
- AI card:Kc|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49, randomc:0.666919
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4h|Td|Jh|
- mycard:0, range:0.770323
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:152.85|21.0991|28.4702|11.5241|0.0562188|0|0|0|
- after update actions regrets:152.85|21.0991|28.4702|11.5241|0.0562188|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.716981, regret:152.85, randomc:0.666875
- total pot:400
- python rec ai action: check
- community cards:4h|Td|Jh|9s|
- mycard:0, range:0.550206
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:132.25|6.99917|73.7431|1.00737|0|
- mycard range:0.550206
- update strategy
- iter:12000
- after update actions regrets:15038|9423.73|-8317.53|-45836.3|-2.03494e+06|
- after update actions average regrets:7229.01|3441.41|56.2481|130.06|0|
- AI take action:raise 800, probability:0.0119749, regret:-45836.3, randomc:0.995282
- total pot:1200
- python rec ai action: raise 800
- opp action:call
- total pot:2000
- community cards:4h|Td|Jh|9s|Js|
- mycard:0, range:0.00659126
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:141.525|8.05201|3.58813|60.8345|0|
- mycard range:0.00659126
- update strategy
- iter:12000
- after update actions regrets:19208.6|-115633|-268185|-423635|-2.26732e+06|
- after update actions average regrets:10300.6|0|552.834|0|0|
- AI take action:check, probability:0.949134, regret:19208.6, randomc:0.485074
- total pot:2000
- python rec ai action: check
- -------------- game: 1680 -----------------
- win_money: -1000
- players: Bot, OpenStackTwo
- hand: Kc6h, 3h9h
- board: 4hTdJh9sJs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:c/1:c,0:c
- total_win: 82700
- AI position:1
- AI card:Jd|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions regrets:15.642|1834.11|1.94069|6.15777|260.185|21.9631|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.858212, regret:1834.11, randomc:0.28539
- total pot:600
- python rec ai action: call
- community cards:7h|8c|Th|
- mycard:1, range:0.857062
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:151.785|57.5033|4.1209|0.318666|0.205042|0.0182184|0.0018776|0.0468103|
- after update actions regrets:151.785|57.5033|4.1209|0.318666|0.205042|0.0182184|0.0018776|0.0468103|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.268868, regret:57.5033, randomc:0.786064
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1681 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 9hJd
- board: 7h8cTh
- action_history: 0:r300,1:c/1:r300,0:f
- total_win: 83000
- AI position:0
- AI card:5c|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.33|1636.25|390.344|4.07777|0|0|0|0|
- after update actions regrets:0|109.33|1636.25|390.344|4.07777|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.182328, regret:390.344, randomc:0.930168
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1682 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5cTc,
- board:
- action_history: 0:r300,1:f
- total_win: 83100
- AI position:1
- AI card:6s|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1513.01|4.27941|338.759|160.923|64.4991|58.5305|0|0|
- after update actions regrets:1513.01|4.27941|338.759|160.923|64.4991|58.5305|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.0271409, regret:58.5305, randomc:0.987961
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 1683 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 6s4h
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 83200
- AI position:0
- AI card:3d|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions regrets:0|134.425|1439.25|555.596|10.4773|0.250256|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.673059, regret:1439.25, randomc:0.358779
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kc|2h|9c|
- mycard:0, range:0.672548
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:139.411|1.82884|72.7603|0|0|0|0|0|
- after update actions regrets:139.411|1.82884|72.7603|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.339623, regret:72.7603, randomc:0.742624
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1684 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 3d8d,
- board: Kc2h9c
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 83400
- AI position:1
- AI card:7c|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.984409
- total pot:400
- python rec ai action: fold
- -------------- game: 1685 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7c4h
- board:
- action_history: 0:r300,1:f
- total_win: 83300
- AI position:0
- AI card:5c|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61, randomc:0.378107
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qc|Jd|Jc|
- mycard:0, range:0.794211
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.493|6.45964|0.62125|0.219223|0.052255|0.143112|0.0119138|0|
- after update actions regrets:206.493|6.45964|0.62125|0.219223|0.052255|0.143112|0.0119138|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.971698, regret:206.493, randomc:0.944348
- total pot:400
- python rec ai action: check
- community cards:Qc|Jd|Jc|Js|
- mycard:0, range:0.766349
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|2.08414|210.81|0.906298|0.2|
- mycard range:0.766349
- update strategy
- iter:12000
- after update actions regrets:29423.7|-5542.23|-58122.5|-99729.4|-3.02605e+06|
- after update actions average regrets:6974.6|3839.55|62.6943|5.36568|0|
- AI take action:raise 200, probability:0.352849, regret:-5542.23, randomc:0.802205
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1686 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Qd5c,
- board: QcJdJcJs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 83500
- AI position:1
- AI card:6d|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.587465, regret:1256.29, randomc:0.0801325
- total pot:200
- python rec ai action: check
- community cards:6h|3s|Jc|
- mycard:1, range:0.587049
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:179.624|32.5271|1.67059|0.0793599|0.0981363|0|0.000492967|0|
- after update actions regrets:179.624|32.5271|1.67059|0.0793599|0.0981363|0|0.000492967|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.84434, regret:179.624, randomc:0.415919
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:0.22286|200.685|12.4941|0.597625|0|
- after update actions regrets:0.22286|200.685|12.4941|0.597625|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.943396, regret:200.685, randomc:0.810784
- total pot:600
- python rec ai action: call
- community cards:6h|3s|Jc|Qd|
- mycard:1, range:0.462091
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:209.829|4.17114|0|0|0|
- mycard range:0.462091
- update strategy
- iter:12000
- after update actions regrets:1103.54|-818.118|-2920.29|-4376.29|-80735.3|
- after update actions average regrets:9474.82|611.58|97.0315|3.7239|0|
- AI take action:check, probability:0.930191, regret:1103.54, randomc:0.484463
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6h|3s|Jc|Qd|Ks|
- mycard:1, range:0.42978
- before update actions:l|1|2|4|n|
- before update actions regrets:213.744|0.255882|0|0|0|
- mycard range:0.42978
- update strategy
- iter:12000
- after update actions regrets:504.089|-909.399|-2038.65|-1602.65|-12027.7|
- after update actions average regrets:9342.3|741.606|8.80845|0|0|
- AI take action:check, probability:0.925775, regret:504.089, randomc:0.182089
- total pot:600
- python rec ai action: check
- -------------- game: 1687 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: 8h4c, Ah6d
- board: 6h3sJcQdKs
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 83800
- AI position:0
- AI card:6s|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68, randomc:0.379932
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|7h|Ts|
- mycard:0, range:0.737699
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.499|0.749378|0.660801|0.600071|1.49104|0|0|0|
- after update actions regrets:210.499|0.749378|0.660801|0.600071|1.49104|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995261, regret:210.499, randomc:0.759431
- total pot:400
- python rec ai action: check
- community cards:Qd|7h|Ts|5d|
- mycard:0, range:0.725629
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.862|0.0346154|0.0280062|0.0749038|0|0|
- mycard range:0.725629
- update strategy
- iter:12000
- after update actions regrets:7338.77|-135441|-125902|-170141|-202709|-1.68793e+06|
- after update actions average regrets:10925|0|0|0|0|0|
- AI take action:fold, probability:1, regret:7338.77, randomc:0.781669
- total pot:800
- python rec ai action: fold
- -------------- game: 1688 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Jc6s,
- board: Qd7hTs5d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 83600
- AI position:1
- AI card:Qc|Ah
- -------------- game: 1689 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , AhQc
- board:
- action_history: 0:f
- total_win: 83650
- AI position:0
- AI card:3s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.607394, regret:1298.43, randomc:0.417231
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|8h|Js|
- mycard:0, range:0.606742
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:165.857|10.1974|22.3908|15.5549|0|0|0|0|
- after update actions regrets:165.857|10.1974|22.3908|15.5549|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.778302, regret:165.857, randomc:0.138795
- total pot:400
- python rec ai action: check
- community cards:9d|8h|Js|7d|
- mycard:0, range:0.470245
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.673|0|0.220773|0.10603|0|
- mycard range:0.470245
- update strategy
- iter:12000
- after update actions regrets:-12274.4|11839|-25113.8|-40641.9|-7.92002e+06|
- after update actions average regrets:442.283|9159.51|1196.48|195.07|0|
- AI take action:raise 200, probability:0.833242, regret:11839, randomc:0.338911
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1690 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 3s5d,
- board: 9d8hJs7d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 83850
- AI position:1
- AI card:Td|8h
- -------------- game: 1691 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8hTd
- board:
- action_history: 0:f
- total_win: 83900
- AI position:0
- AI card:Ac|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12, randomc:0.255641
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|Ts|Ks|
- mycard:0, range:0.820617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:107.247|105.086|1.3888|0.092128|0.186213|0|0|0|
- after update actions regrets:107.247|105.086|1.3888|0.092128|0.186213|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.502347, regret:107.247, randomc:0.0806183
- total pot:400
- python rec ai action: check
- community cards:9s|Ts|Ks|2s|
- mycard:0, range:0.411254
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:28.4015|171.434|14.1559|0.00837698|0|
- mycard range:0.411254
- update strategy
- iter:12000
- after update actions regrets:10648.6|-39138.4|-46463.7|-35239.8|-3.2708e+06|
- after update actions average regrets:10454.1|74.8609|165.223|178.643|0|
- AI take action:check, probability:0.961641, regret:10648.6, randomc:0.728698
- total pot:400
- python rec ai action: check
- community cards:9s|Ts|Ks|2s|8h|
- mycard:0, range:0.395416
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:149.411|0.180044|48.2227|16.0798|0.106868|0|
- mycard range:0.395416
- update strategy
- iter:12000
- after update actions regrets:225.734|-65272.5|-36517.5|-23960.6|-48530.6|-932139|
- after update actions average regrets:10652|0|0|0|0|0|
- AI take action:fold, probability:1, regret:225.734, randomc:0.0770587
- total pot:800
- python rec ai action: fold
- -------------- game: 1692 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5hAc,
- board: 9sTsKs2s8h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 83700
- AI position:1
- AI card:9h|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.57999|1589.63|4.10484|11.485|521.709|5.80745|0|0|0.682278|
- after update actions regrets:6.57999|1589.63|4.10484|11.485|521.709|5.80745|0|0|0.682278|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.743914, regret:1589.63, randomc:0.746097
- total pot:600
- python rec ai action: call
- community cards:Kd|8s|2h|
- mycard:1, range:0.742818
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.258|1.24823|0.404436|0.0323986|0.0261874|0|0|0.0309236|
- after update actions regrets:212.258|1.24823|0.404436|0.0323986|0.0261874|0|0|0.0309236|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.258, randomc:0.630231
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kd|8s|2h|Qc|
- mycard:1, range:0.736771
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:76.724|136.246|0.789563|0.240868|0|
- mycard range:0.736771
- update strategy
- iter:12000
- after update actions regrets:14182.1|-5201.74|-18024.3|-106873|-1.1969e+06|
- after update actions average regrets:9216.18|1175.43|118.596|0|0|
- AI take action:raise 300, probability:0.111809, regret:-5201.74, randomc:0.943827
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kd|8s|2h|Qc|Js|
- mycard:1, range:0.0823984
- before update actions:l|1|2|4|n|
- before update actions regrets:0.533179|212.803|0.663415|0|0|
- mycard range:0.0823984
- update strategy
- iter:12000
- after update actions regrets:5292.02|-2478.3|-244606|-407177|-2.8628e+06|
- after update actions average regrets:6798.23|3636.07|0|0|0|
- AI take action:raise 600, probability:0.348476, regret:-2478.3, randomc:0.921824
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 1693 -----------------
- win_money: 1200
- players: OpenStackTwo, Bot
- hand: 2s3s, Qh9h
- board: Kd8s2hQcJs
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:r600,0:c
- total_win: 84900
- AI position:0
- AI card:7c|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.72217, regret:1544.26, randomc:0.493391
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7d|Ad|5s|
- mycard:0, range:0.721617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:3.16949|210.441|0.350445|0.0043771|0.0175084|0|0.0146465|0.00210438|
- after update actions regrets:3.16949|210.441|0.350445|0.0043771|0.0175084|0|0.0146465|0.00210438|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.985915, regret:210.441, randomc:0.145154
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:4.59989|209.269|0.120889|0.0104636|
- after update actions regrets:4.59989|209.269|0.120889|0.0104636|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.981221, regret:209.269, randomc:0.596251
- total pot:2400
- python rec ai action: call
- community cards:7d|Ad|5s|9c|
- mycard:0, range:0.693928
- turn subgame infoset node:857920
- opp action:raise 2400
- total pot:4800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:210.652|3.34846|0|0|0|0|
- mycard range:0.693928
- update strategy
- iter:12000
- after update actions regrets:2567.47|-20105.8|-31428.2|-25563.2|-117433|-132009|
- after update actions average regrets:10677.6|119.402|0.758358|0|0|0|
- AI take action:call, probability:0.0110226, regret:-20105.8, randomc:0.989191
- total pot:7200
- python rec ai action: call
- community cards:7d|Ad|5s|9c|Qh|
- mycard:0, range:0.0076735
- opp action:check
- total pot:7200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.721181|41.0919|102.448|58.4632|11.2759|
- mycard range:0.0076735
- update strategy
- iter:12000
- after update actions regrets:748.162|-7649.47|-14864.1|-25974.1|-20483.3|
- after update actions average regrets:10742|0|0|0|0|
- AI take action:check, probability:1, regret:748.162, randomc:0.610761
- total pot:7200
- python rec ai action: check
- -------------- game: 1694 -----------------
- win_money: 3600
- players: Bot, OpenStackTwo
- hand: 7cTd, Jd8h
- board: 7dAd5s9cQh
- action_history: 0:r200,1:c/1:c,0:r200,1:r1000,0:c/1:r2400,0:c/1:c,0:c
- total_win: 88500
- AI position:1
- AI card:4c|Qc
- -------------- game: 1695 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Qc4c
- board:
- action_history: 0:f
- total_win: 88550
- AI position:0
- AI card:2c|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions regrets:0|136.278|1394.22|598.173|11.2144|0.114074|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.651706, regret:1394.22, randomc:0.499974
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4h|8d|Jh|
- mycard:0, range:0.651505
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:88.0869|76.4985|39.9825|9.402|0|0|0.0300319|0|
- after update actions regrets:88.0869|76.4985|39.9825|9.402|0|0|0.0300319|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.415094, regret:88.0869, randomc:0.370418
- total pot:400
- python rec ai action: check
- community cards:4h|8d|Jh|Ks|
- mycard:0, range:0.268173
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:199.718|14.2677|0.0143103|0|0|
- mycard range:0.268173
- update strategy
- iter:12000
- after update actions regrets:10070.2|830.792|-108691|-234040|-2.51573e+06|
- after update actions average regrets:10607|278.703|29.6632|0.402395|0|
- AI take action:check, probability:0.971871, regret:10070.2, randomc:0.714408
- total pot:400
- python rec ai action: check
- community cards:4h|8d|Jh|Ks|4s|
- mycard:0, range:0.260588
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|214|0|0|0|0|
- mycard range:0.260588
- update strategy
- iter:12000
- after update actions regrets:-9893.37|4073.63|-7391.37|-29595.4|-42796.4|-631827|
- after update actions average regrets:0|10886|0|0|0|0|
- AI take action:call, probability:1, regret:4073.63, randomc:0.877662
- total pot:1200
- python rec ai action: call
- -------------- game: 1696 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2c8c, 3cKd
- board: 4h8dJhKs4s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 87950
- AI position:1
- AI card:6s|3d
- -------------- game: 1697 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3d6s
- board:
- action_history: 0:f
- total_win: 88000
- AI position:0
- AI card:Jc|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions regrets:0|382.932|1097.39|639.614|18.8374|1.22934|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.299017, regret:639.614, randomc:0.743687
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Jh|Th|3d|
- mycard:0, range:0.298885
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:199.103|14.0625|0.609139|0.15415|0.0126374|0.00989011|0|0.0486571|
- after update actions regrets:199.103|14.0625|0.609139|0.15415|0.0126374|0.00989011|0|0.0486571|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0657277, regret:14.0625, randomc:0.988761
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Jh|Th|3d|Qc|
- mycard:0, range:0.0196405
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.435|0.343024|0.0914096|0.0997538|0.03125|
- mycard range:0.0196405
- update strategy
- iter:12000
- after update actions regrets:-599.528|25969.4|-64168.9|-340735|-3.79273e+06|
- after update actions average regrets:4032.24|6753.2|34.0763|0|0|
- AI take action:check, probability:0.372678, regret:-599.528, randomc:0.296659
- total pot:1200
- python rec ai action: check
- community cards:Jh|Th|3d|Qc|Ks|
- mycard:0, range:0.00731967
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.00731967
- update strategy
- iter:12000
- after update actions regrets:214|-96579|-88220|-197726|-2.78073e+06|
- after update actions average regrets:10815|0|0|0|0|
- AI take action:check, probability:1, regret:214, randomc:0.579342
- total pot:1200
- python rec ai action: check
- -------------- game: 1698 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Jc2d, 4hQh
- board: JhTh3dQcKs
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:c/1:c,0:c
- total_win: 87400
- AI position:1
- AI card:5s|Ad
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions regrets:21.2044|1901.23|1.14948|2.96596|186.891|26.5629|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.889565, regret:1901.23, randomc:0.506646
- total pot:600
- python rec ai action: call
- community cards:As|2c|8h|
- mycard:1, range:0.888424
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:170.166|26.4178|13.6644|2.96529|0.288717|0.154001|0.0734358|0.270765|
- after update actions regrets:170.166|26.4178|13.6644|2.96529|0.288717|0.154001|0.0734358|0.270765|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.805687, regret:170.166, randomc:0.67974
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0|176.303|36.7337|0.364987|0.598236|
- after update actions regrets:0|176.303|36.7337|0.364987|0.598236|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.830189, regret:176.303, randomc:0.14689
- total pot:1800
- python rec ai action: call
- community cards:As|2c|8h|3h|
- mycard:1, range:0.582002
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:212.161|1.53988|0.0676192|0.165563|0.065851|
- mycard range:0.582002
- update strategy
- iter:12000
- after update actions regrets:8911.49|-16579.2|-54523.7|-79372.7|-589685|
- after update actions average regrets:10107.2|476.723|40.8705|50.9581|0|
- AI take action:check, probability:0.946969, regret:8911.49, randomc:0.489611
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:-19260.5|9620.08|-15761.2|-8123.27|-44454.4|
- mycard range:0.582002
- update strategy
- iter:12000
- after update actions regrets:-63880.5|9620.08|-46077.2|-50462.3|-179500|
- after update actions average regrets:1189.68|19701.2|163.462|184.258|0|
- AI take action:call, probability:0.927673, regret:9620.08, randomc:0.0915161
- total pot:5400
- python rec ai action: call
- community cards:As|2c|8h|3h|3c|
- mycard:1, range:0.511121
- before update actions:l|1|2|4|n|
- before update actions regrets:213.818|0.0821884|0|0|0.1|
- mycard range:0.511121
- update strategy
- iter:12000
- after update actions regrets:363.955|-113052|-279464|-767499|-1.11372e+06|
- after update actions average regrets:10604|0|0|0|0|
- AI take action:check, probability:1, regret:363.955, randomc:0.856353
- total pot:5400
- python rec ai action: check
- -------------- game: 1699 -----------------
- win_money: 2700
- players: OpenStackTwo, Bot
- hand: Td9d, 5sAd
- board: As2c8h3h3c
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:c/1:c,0:c
- total_win: 90100
- AI position:0
- AI card:7h|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.797|1557.18|432.403|4.62357|0|0|0|0|
- after update actions regrets:0|145.797|1557.18|432.403|4.62357|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0678204, regret:145.797, randomc:0.0169943
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Js|4c|6c|
- mycard:0, range:0.0681295
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.314|1.16838|1.11461|0.182767|0.191047|0.0293755|0|0|
- after update actions regrets:211.314|1.16838|1.11461|0.182767|0.191047|0.0293755|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.314, randomc:0.622207
- total pot:200
- python rec ai action: check
- community cards:Js|4c|6c|3d|
- mycard:0, range:0.0672743
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:211.813|0.713292|0.800285|0.673093|0|
- mycard range:0.0672743
- update strategy
- iter:12000
- after update actions regrets:4119.33|2409.23|-12703.7|-2313.81|-1.35644e+06|
- after update actions average regrets:6913.67|1769.56|0|2026.7|0|
- AI take action:check, probability:0.645592, regret:4119.33, randomc:0.324973
- total pot:200
- python rec ai action: check
- community cards:Js|4c|6c|3d|3s|
- mycard:0, range:0.0434282
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:211.8|1.1|1.1|0|0|
- mycard range:0.0434282
- update strategy
- iter:12000
- after update actions regrets:2502.24|-2124.46|1738.54|1743.44|-442463|
- after update actions average regrets:2890.17|0|5640.27|1897.51|0|
- AI take action:check, probability:0.277165, regret:2502.24, randomc:0.266638
- total pot:200
- python rec ai action: check
- -------------- game: 1700 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: Qh7h, 4h2d
- board: Js4c6c3d3s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 90000
- AI position:1
- AI card:3s|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.89336
- total pot:400
- python rec ai action: fold
- -------------- game: 1701 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3s4d
- board:
- action_history: 0:r300,1:f
- total_win: 89900
- AI position:0
- AI card:2d|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|155.173|1396.49|576.314|11.4722|0.5533|0|0|0|
- after update actions regrets:0|155.173|1396.49|576.314|11.4722|0.5533|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.269411, regret:576.314, randomc:0.89336
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:6c|Th|2c|
- mycard:0, range:0.269306
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|8|20|n|
- before update actions regrets:13.5299|45.7452|91.6396|62.9583|0.0350475|0.0263798|0.0258349|0.0397407|
- after update actions regrets:13.5299|45.7452|91.6396|62.9583|0.0350475|0.0263798|0.0258349|0.0397407|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.43128, regret:91.6396, randomc:0.481185
- total pot:2700
- python rec ai action: raise 1500
- -------------- game: 1702 -----------------
- win_money: 900
- players: Bot, OpenStackTwo
- hand: 2dAd,
- board: 6cTh2c
- action_history: 0:r300,1:c/1:r600,0:r1500,1:f
- total_win: 90800
- AI position:1
- AI card:Jh|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.91392|1156.51|5.64929|18.7401|928.909|27.1518|0.290132|0|0.832876|
- after update actions regrets:1.91392|1156.51|5.64929|18.7401|928.909|27.1518|0.290132|0|0.832876|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.541452, regret:1156.51, randomc:0.348979
- total pot:600
- python rec ai action: call
- community cards:Qs|Kc|Ac|
- mycard:1, range:0.540427
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:168.521|43.8994|1.01731|0.0613555|0.00414507|0.0320427|0.0350283|0.429783|
- after update actions regrets:168.521|43.8994|1.01731|0.0613555|0.00414507|0.0320427|0.0350283|0.429783|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.792453, regret:168.521, randomc:0.139287
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qs|Kc|Ac|Ad|
- mycard:1, range:0.425576
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:94.7479|74.2898|35.4833|9.36191|0.117025|
- mycard range:0.425576
- update strategy
- iter:12000
- after update actions regrets:6700.52|7694.06|-19361.7|-91520.9|-1.35118e+06|
- after update actions average regrets:7464.7|3105.55|0|0|0|
- AI take action:raise 300, probability:0.293784, regret:7694.06, randomc:0.764484
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1703 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , JhKh
- board: QsKcAcAd
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 91100
- AI position:0
- AI card:Ks|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions regrets:0|95.5599|1694.93|346.667|2.84384|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.7927, regret:1694.93, randomc:0.430609
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|Jc|Kd|
- mycard:0, range:0.792023
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:7.96645|136.99|68.9304|0.11291|0|0|0|0|
- after update actions regrets:7.96645|136.99|68.9304|0.11291|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.0331754, regret:7.96645, randomc:0.00932591
- total pot:400
- python rec ai action: check
- community cards:9s|Jc|Kd|Th|
- mycard:0, range:0.0294842
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:164.263|49.7373|0|0|0|
- mycard range:0.0294842
- update strategy
- iter:12000
- after update actions regrets:-2693.69|9470.78|-30732|-439890|-3.0617e+06|
- after update actions average regrets:6324.95|4592.95|0|0|0|
- AI take action:check, probability:0.579333, regret:-2693.69, randomc:0.0801745
- total pot:400
- python rec ai action: check
- community cards:9s|Jc|Kd|Th|Qd|
- mycard:0, range:0.0170807
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:145.051|4.80867|58.0578|6.0827|0|
- mycard range:0.0170807
- update strategy
- iter:12000
- after update actions regrets:6344.22|-28467|-16051.8|-236250|-1.95926e+07|
- after update actions average regrets:9897.31|0|878.936|0|0|
- AI take action:raise 400, probability:0.0814849, regret:-16051.8, randomc:0.947555
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1704 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: Ks5d, 2dKh
- board: 9sJcKdThQd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 91100
- AI position:1
- AI card:4c|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1836.41|2.81726|188.793|35.9971|29.2535|46.4675|0.265892|0|
- after update actions regrets:1836.41|2.81726|188.793|35.9971|29.2535|46.4675|0.265892|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.859551, regret:1836.41, randomc:0.166072
- total pot:200
- python rec ai action: check
- community cards:Jd|Ts|5d|
- mycard:1, range:0.858133
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.89|5.06881|0.0414425|0|0|0|0|0|
- after update actions regrets:208.89|5.06881|0.0414425|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976526, regret:208.89, randomc:0.896671
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Ts|5d|Ac|
- mycard:1, range:0.837642
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.44|0|0.559668|0|0|
- mycard range:0.837642
- update strategy
- iter:12000
- after update actions regrets:328.231|-3389.21|-6158.65|-8618.21|-242217|
- after update actions average regrets:10242|0|0|0|0|
- AI take action:check, probability:1, regret:328.231, randomc:0.156563
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Ts|5d|Ac|Ks|
- mycard:1, range:0.837642
- before update actions:l|1|2|4|n|
- before update actions regrets:123.105|29.6888|42.3972|18.8094|0|
- mycard range:0.837642
- update strategy
- iter:12000
- after update actions regrets:305.496|-432.92|68.7887|-2563.8|-748603|
- after update actions average regrets:9099.91|1048.56|88.9871|0|0|
- AI take action:check, probability:0.889008, regret:305.496, randomc:0.447515
- total pot:200
- python rec ai action: check
- -------------- game: 1705 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: 5c3h, 4c7h
- board: JdTs5dAcKs
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 91000
- AI position:0
- AI card:6c|Kc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.744|1390.93|613.163|7.88436|0.282953|0|0|0|
- after update actions regrets:0|127.744|1390.93|613.163|7.88436|0.282953|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.286851, regret:613.163, randomc:0.736135
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1706 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Kc6c,
- board:
- action_history: 0:r300,1:f
- total_win: 91100
- AI position:1
- AI card:Ks|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.50013|1275.43|3.65082|13.5448|810.846|31.7423|0|0|0.289018|
- after update actions regrets:4.50013|1275.43|3.65082|13.5448|810.846|31.7423|0|0|0.289018|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.379213, regret:810.846, randomc:0.676261
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1707 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , JdKs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 91400
- AI position:0
- AI card:Ad|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions regrets:0|136.914|1598.06|395.991|8.84004|0.193906|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.747777, regret:1598.06, randomc:0.776343
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|3d|4s|
- mycard:0, range:0.746758
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:74.6936|122.97|16.3279|0|0.00866721|0|0|0|
- after update actions regrets:74.6936|122.97|16.3279|0|0.00866721|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.349057, regret:74.6936, randomc:0.0461754
- total pot:400
- python rec ai action: check
- community cards:3s|3d|4s|6d|
- mycard:0, range:0.260645
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.6|0.332694|0.00455635|0.0623501|0|
- mycard range:0.260645
- update strategy
- iter:12000
- after update actions regrets:4951.86|-21159.4|-22784.7|-101500|-3.5637e+06|
- after update actions average regrets:10052.6|510.878|0|0|0|
- AI take action:check, probability:0.951714, regret:4951.86, randomc:0.649541
- total pot:400
- python rec ai action: check
- community cards:3s|3d|4s|6d|Ts|
- mycard:0, range:0.248039
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.946|0.0540213|0|0|0|
- mycard range:0.248039
- update strategy
- iter:12000
- after update actions regrets:213.946|-68583.9|-40362|-110818|-1.0986e+06|
- after update actions average regrets:10383|0|0|0|0|
- AI take action:check, probability:1, regret:213.946, randomc:0.471043
- total pot:400
- python rec ai action: check
- -------------- game: 1708 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2hAd, 8sQd
- board: 3s3d4s6dTs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 91600
- AI position:1
- AI card:5d|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.52, randomc:0.74431
- total pot:400
- python rec ai action: fold
- -------------- game: 1709 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8h5d
- board:
- action_history: 0:r300,1:f
- total_win: 91500
- AI position:0
- AI card:8s|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions regrets:0|97.3378|1579.33|461.855|1.47982|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738541, regret:1579.33, randomc:0.74431
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1710 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8sTd,
- board:
- action_history: 0:r200,1:f
- total_win: 91600
- AI position:1
- AI card:2c|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:877.704|1262.04|0.131623|0.0868002|0.0304319|0.00602397|0|0|0|
- after update actions regrets:877.704|1262.04|0.131623|0.0868002|0.0304319|0.00602397|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.410005, regret:877.704, randomc:0.155604
- total pot:400
- python rec ai action: fold
- -------------- game: 1711 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Tc2c
- board:
- action_history: 0:r300,1:f
- total_win: 91500
- AI position:0
- AI card:Jd|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.655285, regret:1401.67, randomc:0.138483
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1712 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: JhJd,
- board:
- action_history: 0:r200,1:f
- total_win: 91600
- AI position:1
- AI card:6d|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions regrets:492.924|1417.19|0.137306|1.33314|213.523|14.8952|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.663079, regret:1417.19, randomc:0.326
- total pot:600
- python rec ai action: call
- community cards:3h|As|Qs|
- mycard:1, range:0.662237
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.188|4.56363|0.168394|0.0225798|0|0.0117164|0.018452|0.0273889|
- after update actions regrets:209.188|4.56363|0.168394|0.0225798|0|0.0117164|0.018452|0.0273889|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981221, regret:209.188, randomc:0.182682
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3h|As|Qs|Qh|
- mycard:1, range:0.647345
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.206|2.30338|0.0919793|0.398441|0|
- mycard range:0.647345
- update strategy
- iter:12000
- after update actions regrets:10107|3201.05|-11709.2|-31077.9|-1.81527e+06|
- after update actions average regrets:5795.95|4435.46|46.2302|98.8202|0|
- AI take action:raise 300, probability:0.427511, regret:3201.05, randomc:0.767432
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1713 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6d7h
- board: 3hAsQsQh
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 91900
- AI position:0
- AI card:6d|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.744|1390.93|613.163|7.88436|0.282953|0|0|0|
- after update actions regrets:0|127.744|1390.93|613.163|7.88436|0.282953|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.650445, regret:1390.93, randomc:0.216629
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1714 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6dKd,
- board:
- action_history: 0:r200,1:f
- total_win: 92000
- AI position:1
- AI card:9c|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions regrets:17.8873|1858.18|1.99651|6.06468|255.107|0.761183|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.869443, regret:1858.18, randomc:0.336104
- total pot:600
- python rec ai action: call
- community cards:Ac|6s|7h|
- mycard:1, range:0.86831
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.93|12.1734|7.85533|0.894778|0.0968699|0.0104325|0.0211667|0.0183672|
- after update actions regrets:192.93|12.1734|7.85533|0.894778|0.0968699|0.0104325|0.0211667|0.0183672|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.909953, regret:192.93, randomc:0.650807
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|6s|7h|6h|
- mycard:1, range:0.782817
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.448|0.543108|0.00873096|0|0|
- mycard range:0.782817
- update strategy
- iter:12000
- after update actions regrets:13238.1|-1591.76|-9870.3|-40612.3|-1.62185e+06|
- after update actions average regrets:8295.69|1540.25|555.988|0|0|
- AI take action:check, probability:0.798364, regret:13238.1, randomc:0.698894
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|6s|7h|6h|7s|
- mycard:1, range:0.624909
- before update actions:l|1|2|4|n|
- before update actions regrets:213.938|0.0154391|0.0465475|0|0|
- mycard range:0.624909
- update strategy
- iter:12000
- after update actions regrets:-5749.79|6093.88|1842.91|-34621.4|-1.19683e+06|
- after update actions average regrets:1194.17|6060.93|3232.47|3.27103|0|
- AI take action:check, probability:0.113834, regret:-5749.79, randomc:0.0979656
- total pot:600
- python rec ai action: check
- -------------- game: 1715 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 3dAs, Qh9c
- board: Ac6s7h6h7s
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 91700
- AI position:0
- AI card:Tc|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions regrets:0|375.217|1162.78|583.001|18.4001|0.601054|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.272685, regret:583.001, randomc:0.720661
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2139.5|0|0.497382|0|
- after update actions regrets:2139.5|0|0.497382|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2139.5, randomc:0.431272
- total pot:1200
- python rec ai action: fold
- -------------- game: 1716 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Tc3h,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 91400
- AI position:1
- AI card:7s|Ks
- -------------- game: 1717 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7sKs
- board:
- action_history: 0:f
- total_win: 91450
- AI position:0
- AI card:8s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65, randomc:0.453674
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1718 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8s5d,
- board:
- action_history: 0:r200,1:f
- total_win: 91550
- AI position:1
- AI card:Td|6h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.102528, regret:219.794, randomc:0.947017
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4s|Tc|3h|
- mycard:1, range:0.102708
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:172.324|38.1362|2.61666|0.728538|0.159888|0.00729594|0|0.027578|
- after update actions regrets:172.324|38.1362|2.61666|0.728538|0.159888|0.00729594|0|0.027578|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.811321, regret:172.324, randomc:0.736878
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4s|Tc|3h|7d|
- mycard:1, range:0.0827055
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:2.25164|130.686|81.0451|0.0171069|0|
- mycard range:0.0827055
- update strategy
- iter:12000
- after update actions regrets:-65.8167|2357.62|4400.98|320.949|-218270|
- after update actions average regrets:2399.03|2888.03|4182.67|601.841|0|
- AI take action:raise 300, probability:0.286792, regret:2357.62, randomc:0.495923
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:4s|Tc|3h|7d|5h|
- mycard:1, range:0.0237158
- before update actions:l|1|2|4|n|
- before update actions regrets:28.3514|80.2953|98.8762|6.47708|0|
- mycard range:0.0237158
- update strategy
- iter:12000
- after update actions regrets:1743.24|-359.491|-5051.91|-14346.3|-147238|
- after update actions average regrets:8588.01|1647.63|5.70453|0|0|
- AI take action:check, probability:0.838672, regret:1743.24, randomc:0.818761
- total pot:1200
- python rec ai action: check
- -------------- game: 1719 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: Qd3d, Td6h
- board: 4sTc3h7d5h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 92150
- AI position:0
- AI card:3s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96, randomc:0.48373
- total pot:150
- python rec ai action: fold
- -------------- game: 1720 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d3s,
- board:
- action_history: 0:f
- total_win: 92100
- AI position:1
- AI card:2s|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.48373
- total pot:400
- python rec ai action: fold
- -------------- game: 1721 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s7h
- board:
- action_history: 0:r300,1:f
- total_win: 92000
- AI position:0
- AI card:5d|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688026, regret:1471.44, randomc:0.183746
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3h|Ac|Th|
- mycard:0, range:0.68759
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:105.993|105.074|1.03673|0.169597|1.67475|0.0524106|0|0|
- after update actions regrets:105.993|105.074|1.03673|0.169597|1.67475|0.0524106|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.495283, regret:105.993, randomc:0.225192
- total pot:400
- python rec ai action: check
- community cards:3h|Ac|Th|3s|
- mycard:0, range:0.340558
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:3.89258|81.7984|128.309|0|0|
- mycard range:0.340558
- update strategy
- iter:12000
- after update actions regrets:22660.7|19511.8|-3173.65|-75351|-4.11563e+06|
- after update actions average regrets:4082.03|3416.73|1320.44|1890.28|0|
- AI take action:raise 800, probability:0.176504, regret:-75351, randomc:0.98172
- total pot:1200
- python rec ai action: raise 800
- opp action:call
- total pot:2000
- community cards:3h|Ac|Th|3s|Kc|
- mycard:0, range:0.0601103
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:129.776|18.9423|40.8451|24.4369|0|
- mycard range:0.0601103
- update strategy
- iter:12000
- after update actions regrets:807.468|-131958|-84151.5|-478783|-1.13263e+06|
- after update actions average regrets:10633|0|0|0|0|
- AI take action:check, probability:1, regret:807.468, randomc:0.9999
- total pot:2000
- python rec ai action: check
- -------------- game: 1722 -----------------
- win_money: -1000
- players: Bot, OpenStackTwo
- hand: 5d6h, 3dKd
- board: 3hAcTh3sKc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:c/1:c,0:c
- total_win: 91000
- AI position:1
- AI card:Tc|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:940.116|12.9862|747.933|271.128|89.3522|78.3514|0.133437|0|
- after update actions regrets:940.116|12.9862|747.933|271.128|89.3522|78.3514|0.133437|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.349555, regret:747.933, randomc:0.722871
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4s|2s|Jc|
- mycard:1, range:0.349501
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:126.507|80.2566|4.49806|1.97804|0.760325|0|0|0|
- after update actions regrets:126.507|80.2566|4.49806|1.97804|0.760325|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.379147, regret:80.2566, randomc:0.716083
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:4s|2s|Jc|Qd|
- mycard:1, range:0.131074
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:211.568|0.506125|1.92567|0|0|
- mycard range:0.131074
- update strategy
- iter:12000
- after update actions regrets:2925.62|3231.56|5182.98|1644.05|-111107|
- after update actions average regrets:3635.36|2452.01|3114.25|1311.41|0|
- AI take action:check, probability:0.345795, regret:2925.62, randomc:0.270446
- total pot:1200
- python rec ai action: check
- opp action:check
- total pot:1200
- community cards:4s|2s|Jc|Qd|8c|
- mycard:1, range:0.0453247
- before update actions:l|1|2|4|n|
- before update actions regrets:177.11|1.49531|35.1995|0.194944|0|
- mycard range:0.0453247
- update strategy
- iter:12000
- after update actions regrets:328.744|1413.6|3445.3|5405.27|-9951.92|
- after update actions average regrets:2142.04|2138.02|2880.33|3093.52|142.986|
- AI take action:raise 600, probability:0.205676, regret:1413.6, randomc:0.377588
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 1723 -----------------
- win_money: -1200
- players: OpenStackTwo, Bot
- hand: 4hAd, KdTc
- board: 4s2sJcQd8c
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:c,0:c/1:r600,0:c
- total_win: 89800
- AI position:0
- AI card:2s|5c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0823584, regret:176.529, randomc:0.914763
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7h|3s|Jc|
- mycard:0, range:0.0824903
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:72.5293|1.19753|120.248|0.925309|18.9925|0.00181818|0.011174|0.0945455|
- after update actions regrets:72.5293|1.19753|120.248|0.925309|18.9925|0.00181818|0.011174|0.0945455|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.56872, regret:120.248, randomc:0.731693
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:7h|3s|Jc|7c|
- mycard:0, range:0.0463518
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:113.223|100.087|0.5289|0.160375|0|
- mycard range:0.0463518
- update strategy
- iter:12000
- after update actions regrets:4517.76|-78750.4|-75342.9|-143787|-1.28863e+06|
- after update actions average regrets:10998|0.0211827|0|0|0|
- AI take action:check, probability:1, regret:4517.76, randomc:0.299209
- total pot:1800
- python rec ai action: check
- community cards:7h|3s|Jc|7c|Jd|
- mycard:0, range:0.0463517
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:106.34|51.5116|55.8566|0.291424|0|
- mycard range:0.0463517
- update strategy
- iter:12000
- after update actions regrets:2580.94|-8451.89|-11191.5|-3053.11|-83991.4|
- after update actions average regrets:10697.3|0|0|300.706|0|
- AI take action:check, probability:0.97272, regret:2580.94, randomc:0.955166
- total pot:1800
- python rec ai action: check
- -------------- game: 1724 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: 5c2s, As4s
- board: 7h3sJc7cJd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 88900
- AI position:1
- AI card:9c|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2.52327|1329.95|5.0815|20.098|777.059|5.09668|0|0|0.187466|
- after update actions regrets:2.52327|1329.95|5.0815|20.098|777.059|5.09668|0|0|0.187466|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.621609, regret:1329.95, randomc:0.565902
- total pot:600
- python rec ai action: call
- community cards:5s|Qd|8h|
- mycard:1, range:0.621474
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.225|37.9627|2.52694|0.186242|0.0720099|0.0029019|0|0.024363|
- after update actions regrets:173.225|37.9627|2.52694|0.186242|0.0720099|0.0029019|0|0.024363|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.174528, regret:37.9627, randomc:0.983726
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:211.804|1.47245|0.643903|0.0794643|
- after update actions regrets:211.804|1.47245|0.643903|0.0794643|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.995283, regret:211.804, randomc:0.686421
- total pot:2400
- python rec ai action: fold
- -------------- game: 1725 -----------------
- win_money: -600
- players: OpenStackTwo, Bot
- hand: , Ac9c
- board: 5sQd8h
- action_history: 0:r300,1:c/1:r300,0:r1500,1:f
- total_win: 88300
- AI position:0
- AI card:Tc|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53, randomc:0.378458
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|2s|4c|
- mycard:0, range:0.708192
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:73.9616|109.441|18.9539|7.42756|4.17239|0.0431158|0|0|
- after update actions regrets:73.9616|109.441|18.9539|7.42756|4.17239|0.0431158|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.516588, regret:109.441, randomc:0.661248
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:196.91|13.1602|3.86344|0.0659898|
- after update actions regrets:196.91|13.1602|3.86344|0.0659898|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.924528, regret:196.91, randomc:0.64309
- total pot:1600
- python rec ai action: fold
- -------------- game: 1726 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: Tc6h,
- board: 7c2s4c
- action_history: 0:r200,1:c/1:c,0:r200,1:r1000,0:f
- total_win: 87900
- AI position:1
- AI card:Ts|3c
- -------------- game: 1727 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3cTs
- board:
- action_history: 0:f
- total_win: 87950
- AI position:0
- AI card:9c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.182031, regret:389.44, randomc:0.423011
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:6d|7c|9h|
- mycard:0, range:0.181981
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:77.7054|131.184|5.01337|0.0781089|0.0190712|0|0|0|
- after update actions regrets:77.7054|131.184|5.01337|0.0781089|0.0190712|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.361502, regret:77.7054, randomc:0.130793
- total pot:200
- python rec ai action: check
- community cards:6d|7c|9h|Th|
- mycard:0, range:0.0660791
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:11.5723|201.928|0.5|0|0|
- mycard range:0.0660791
- update strategy
- iter:12000
- after update actions regrets:-974.642|3224.01|-19812.4|-63690.9|-1.89276e+06|
- after update actions average regrets:4114.28|6776.46|0|0|0|
- AI take action:raise 100, probability:0.622222, regret:3224.01, randomc:0.508047
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1728 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 9c4h,
- board: 6d7c9hTh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r100,1:f
- total_win: 88050
- AI position:1
- AI card:2c|Td
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.463903
- total pot:400
- python rec ai action: fold
- -------------- game: 1729 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Td2c
- board:
- action_history: 0:r300,1:f
- total_win: 87950
- AI position:0
- AI card:Qs|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61, randomc:0.824626
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5c|8c|9h|
- mycard:0, range:0.794211
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.61|5.09407|0.0197015|0.153661|0.110999|0.011595|0|0|
- after update actions regrets:208.61|5.09407|0.0197015|0.153661|0.110999|0.011595|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976526, regret:208.61, randomc:0.625481
- total pot:400
- python rec ai action: check
- community cards:5c|8c|9h|Qc|
- mycard:0, range:0.774208
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:31.9425|92.7222|89.2725|0.0628258|0|
- mycard range:0.774208
- update strategy
- iter:12000
- after update actions regrets:27853|11584.8|13858.4|-52120.9|-3.71696e+06|
- after update actions average regrets:3846.81|3790.97|3118.03|41.2922|0|
- AI take action:check, probability:0.356276, regret:27853, randomc:0.140552
- total pot:400
- python rec ai action: check
- community cards:5c|8c|9h|Qc|9s|
- mycard:0, range:0.275836
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0372093|213.963|0|0|0|0|
- mycard range:0.275836
- update strategy
- iter:12000
- after update actions regrets:-343618|6608.55|-57783.4|-63100.4|-147484|-981963|
- after update actions average regrets:0|10790.7|13.2306|0|0|0|
- AI take action:call, probability:0.998797, regret:6608.55, randomc:0.428571
- total pot:1200
- python rec ai action: call
- -------------- game: 1730 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 5hQs, 8d6h
- board: 5c8c9hQc9s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:c
- total_win: 88550
- AI position:1
- AI card:Ac|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions regrets:9.83572|1704.63|2.49953|9.58661|389.45|23.9999|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.797753, regret:1704.63, randomc:0.147389
- total pot:600
- python rec ai action: call
- community cards:7h|2h|Qh|
- mycard:1, range:0.796555
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.415|17.9284|0.311103|0.108586|0.136352|0.0704307|0.0299012|0|
- after update actions regrets:195.415|17.9284|0.311103|0.108586|0.136352|0.0704307|0.0299012|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.919811, regret:195.415, randomc:0.373184
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7h|2h|Qh|9h|
- mycard:1, range:0.727379
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:211.67|0.346448|1.741|0.189179|0.0534125|
- mycard range:0.727379
- update strategy
- iter:12000
- after update actions regrets:8878.11|2358.72|-53075.9|-136882|-1.86096e+06|
- after update actions average regrets:8212.39|2376.6|4.97082|0|0|
- AI take action:check, probability:0.775302, regret:8878.11, randomc:0.495917
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7h|2h|Qh|9h|Tc|
- mycard:1, range:0.563861
- before update actions:l|1|2|4|n|
- before update actions regrets:38.5836|0.148048|175.12|0.14787|0|
- mycard range:0.563861
- update strategy
- iter:12000
- after update actions regrets:-2226.79|-15545.3|6921.71|-40706|-887337|
- after update actions average regrets:493.14|480.481|9338.1|1.89758|0|
- AI take action:raise 600, probability:0.905547, regret:6921.71, randomc:0.0953183
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1731 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8hAc
- board: 7h2hQh9hTc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:f
- total_win: 88850
- AI position:0
- AI card:7d|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions regrets:0|128.938|1604.38|403.298|3.38903|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.750234, regret:1604.38, randomc:0.658694
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3d|Td|4h|
- mycard:0, range:0.749708
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:154.966|16.8174|19.0067|22.2532|0.956405|0|0|0|
- after update actions regrets:154.966|16.8174|19.0067|22.2532|0.956405|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.729858, regret:154.966, randomc:0.63535
- total pot:400
- python rec ai action: check
- community cards:3d|Td|4h|Kc|
- mycard:0, range:0.542895
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:207.964|0.7863|4.91695|0.332502|0|
- mycard range:0.542895
- update strategy
- iter:12000
- after update actions regrets:24679.6|11832.4|-11117.4|-43133|-3.43146e+06|
- after update actions average regrets:5315.04|1901.9|181.835|3373.11|0|
- AI take action:raise 800, probability:0.313185, regret:-43133, randomc:0.989081
- total pot:1200
- python rec ai action: raise 800
- opp action:call
- total pot:2000
- community cards:3d|Td|4h|Kc|Ah|
- mycard:0, range:0.170002
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:77.6153|36.8548|28.2104|71.2913|0.0281403|
- mycard range:0.170002
- update strategy
- iter:12000
- after update actions regrets:37667.4|-68450.3|-43310|-196187|-1.58655e+06|
- after update actions average regrets:9515.39|8.86102|1.05669|1009.59|0|
- AI take action:check, probability:0.903351, regret:37667.4, randomc:0.642825
- total pot:2000
- python rec ai action: check
- -------------- game: 1732 -----------------
- win_money: -1000
- players: Bot, OpenStackTwo
- hand: 8h7d, Th5d
- board: 3dTd4hKcAh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:c/1:c,0:c
- total_win: 87850
- AI position:1
- AI card:4s|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.272322
- total pot:400
- python rec ai action: fold
- -------------- game: 1733 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9c4s
- board:
- action_history: 0:r300,1:f
- total_win: 87750
- AI position:0
- AI card:Jc|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions regrets:0|207.918|1438.15|483.665|10.2477|0.016073|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.672591, regret:1438.15, randomc:0.521029
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kh|7s|2s|
- mycard:0, range:0.672034
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:3.79748|116.085|88.527|5.39253|0.197858|0|0|0|
- after update actions regrets:3.79748|116.085|88.527|5.39253|0.197858|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.415094, regret:88.527, randomc:0.634355
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1734 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Jc4h,
- board: Kh7s2s
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 87950
- AI position:1
- AI card:6c|6d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:683.345|21.0484|1000.98|353.354|81.0851|0|0|0.191598|
- after update actions regrets:683.345|21.0484|1000.98|353.354|81.0851|0|0|0.191598|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 900, probability:0.0378859, regret:81.0851, randomc:0.99424
- total pot:1000
- python rec ai action: raise 900
- opp action:call
- total pot:1800
- community cards:Qc|3h|Jc|
- mycard:1, range:0.0378902
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:157.123|55.9821|0.438857|0.367438|0.00701093|0.0683842|0.0132162|
- after update actions regrets:157.123|55.9821|0.438857|0.367438|0.00701093|0.0683842|0.0132162|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.740566, regret:157.123, randomc:0.421094
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Qc|3h|Jc|Kd|
- mycard:1, range:0.0278197
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.764|0.215164|0.0205248|0|0|
- mycard range:0.0278197
- update strategy
- iter:12000
- after update actions regrets:2668.28|-18525.3|-40581.5|-79642.5|-411975|
- after update actions average regrets:10481|0|0|0|0|
- AI take action:check, probability:1, regret:2668.28, randomc:0.531911
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:Qc|3h|Jc|Kd|Ks|
- mycard:1, range:0.0278197
- before update actions:l|1|2|4|n|
- before update actions regrets:40.5506|173.449|0|0|0|
- mycard range:0.0278197
- update strategy
- iter:12000
- after update actions regrets:587.485|-24586.6|-40236.1|-59728.1|-121597|
- after update actions average regrets:10274|0|0|0|0|
- AI take action:check, probability:1, regret:587.485, randomc:0.629824
- total pot:1800
- python rec ai action: check
- -------------- game: 1735 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 8h7c, 6c6d
- board: Qc3hJcKdKs
- action_history: 0:c,1:r900,0:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 88850
- AI position:0
- AI card:8d|Ad
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions regrets:0|89.4534|1282.05|759.606|8.8916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.355005, regret:759.606, randomc:0.646411
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4d|9h|Js|
- mycard:0, range:0.354956
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:52.6105|101.384|56.4616|3.28422|0.223505|0|0|0.0359107|
- after update actions regrets:52.6105|101.384|56.4616|3.28422|0.223505|0|0|0.0359107|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.264151, regret:56.4616, randomc:0.910132
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:4d|9h|Js|Kh|
- mycard:0, range:0.0936513
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:184.371|0.583649|28.1957|0.840667|0.0092437|
- mycard range:0.0936513
- update strategy
- iter:12000
- after update actions regrets:9048.87|-105255|-234493|-284489|-3.14617e+06|
- after update actions average regrets:10872.8|6.17871|0|0|0|
- AI take action:check, probability:0.999448, regret:9048.87, randomc:0.156879
- total pot:1800
- python rec ai action: check
- community cards:4d|9h|Js|Kh|Jh|
- mycard:0, range:0.0935982
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.957|0.0333333|0|0.00952381|0|
- mycard range:0.0935982
- update strategy
- iter:12000
- after update actions regrets:4579.44|-128480|-111909|-275498|-634996|
- after update actions average regrets:10627.5|0|9.72297|0|0|
- AI take action:check, probability:0.999154, regret:4579.44, randomc:0.0947685
- total pot:1800
- python rec ai action: check
- -------------- game: 1736 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: Ad8d, TsKc
- board: 4d9hJsKhJh
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 87950
- AI position:1
- AI card:9d|6h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1691.37|5.7138|332.972|64.5915|15.9743|28.9815|0.399281|0|
- after update actions regrets:1691.37|5.7138|332.972|64.5915|15.9743|28.9815|0.399281|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.155504, regret:332.972, randomc:0.838539
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1737 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9d6h
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 88050
- AI position:0
- AI card:9d|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions regrets:0|107.287|1536.94|492.097|3.67703|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.718428, regret:1536.94, randomc:0.508576
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7s|8s|Js|
- mycard:0, range:0.718196
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:28.0848|139.135|45.2466|1.41054|0.123261|0|0|0|
- after update actions regrets:28.0848|139.135|45.2466|1.41054|0.123261|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.211268, regret:45.2466, randomc:0.811627
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1738 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7h9d,
- board: 7s8sJs
- action_history: 0:r200,1:c/1:c,0:r400,1:f
- total_win: 88250
- AI position:1
- AI card:2s|5h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions regrets:1924.48|0.201743|46.6133|61.4863|36.9557|69.8745|0.385167|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.900749, regret:1924.48, randomc:0.406246
- total pot:200
- python rec ai action: check
- community cards:8c|9d|8d|
- mycard:1, range:0.899291
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:214|0|0|0|0|0|0|0|
- after update actions regrets:214|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:214, randomc:0.430917
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:8c|9d|8d|Ts|
- mycard:1, range:0.899291
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.899291
- update strategy
- iter:12000
- after update actions regrets:214|-6430|-7837|-12366|-237498|
- after update actions average regrets:10463|0|0|0|0|
- AI take action:check, probability:1, regret:214, randomc:0.680032
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:246.201|-5684.8|-4438.8|-6528.8|-49262.8|
- mycard range:0.899291
- update strategy
- iter:12000
- after update actions regrets:246.201|-10198.8|-6670.8|-10634.8|-71158.8|
- after update actions average regrets:21397|0|0|0|0|
- AI take action:fold, probability:1, regret:246.201, randomc:0.197532
- total pot:400
- python rec ai action: fold
- -------------- game: 1739 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5h2s
- board: 8c9d8dTs
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 88150
- AI position:0
- AI card:Ts|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions regrets:685.023|378.262|596.121|459.055|19.194|2.34512|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.214586, regret:459.055, randomc:0.831584
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1740 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ts2h,
- board:
- action_history: 0:r300,1:f
- total_win: 88250
- AI position:1
- AI card:5s|8c
- -------------- game: 1741 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 5s8c
- board:
- action_history: 0:f
- total_win: 88300
- AI position:0
- AI card:6h|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions regrets:0|140.395|1504.05|482.394|12.5776|0.584298|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.703461, regret:1504.05, randomc:0.591286
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5d|2s|Td|
- mycard:0, range:0.702827
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:47.7273|142.785|23.1992|0|0.288517|0|0|0|
- after update actions regrets:47.7273|142.785|23.1992|0|0.288517|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.669811, regret:142.785, randomc:0.722023
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:5d|2s|Td|Js|
- mycard:0, range:0.46894
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.637514|16.3843|181.189|15.7887|0|
- mycard range:0.46894
- update strategy
- iter:12000
- after update actions regrets:16525.6|-95068.6|-114993|-214638|-2.13553e+06|
- after update actions average regrets:10107.9|233.777|274.634|0|0|
- AI take action:check, probability:0.952233, regret:16525.6, randomc:0.514037
- total pot:800
- python rec ai action: check
- community cards:5d|2s|Td|Js|2h|
- mycard:0, range:0.446482
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:86.4196|32.7036|92.3561|2.52067|0|
- mycard range:0.446482
- update strategy
- iter:12000
- after update actions regrets:10864.6|-11455.1|-20512.4|-56276.3|-1.74519e+06|
- after update actions average regrets:7623.32|81.633|2506.49|315.026|0|
- AI take action:raise 800, probability:0.2381, regret:-20512.4, randomc:0.869552
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1742 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 6h9h,
- board: 5d2sTdJs2h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 88700
- AI position:1
- AI card:Ac|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.225047|4.0147|20.8526|2004.98|107.78|0.181693|0.237891|1.72606|
- after update actions regrets:0|0.225047|4.0147|20.8526|2004.98|107.78|0.181693|0.237891|1.72606|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.938202, regret:2004.98, randomc:0.57154
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1743 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , AhAc
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 89000
- AI position:0
- AI card:4s|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.569691, regret:1218.34, randomc:0.742834
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.940791
- total pot:800
- python rec ai action: fold
- -------------- game: 1744 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 8d4s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 88800
- AI position:1
- AI card:7s|Kh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions regrets:1435.5|9.07863|550.399|99.8636|28.7188|15.8647|0.57865|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.671816, regret:1435.5, randomc:0.524467
- total pot:200
- python rec ai action: check
- community cards:2s|Ks|6c|
- mycard:1, range:0.670793
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.965|37.1336|4.35473|0.300388|0.211777|0.00729701|0.00257939|0.0242403|
- after update actions regrets:171.965|37.1336|4.35473|0.300388|0.211777|0.00729701|0.00257939|0.0242403|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.0188679, regret:4.35473, randomc:0.989296
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1745 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 7sKh
- board: 2sKs6c
- action_history: 0:c,1:c/1:r200,0:f
- total_win: 88900
- AI position:0
- AI card:7s|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12, randomc:0.914974
- total pot:150
- python rec ai action: fold
- -------------- game: 1746 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d7s,
- board:
- action_history: 0:f
- total_win: 88850
- AI position:1
- AI card:5s|8h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1703.46|5.15634|319.818|62.3826|19.1168|30.0682|0|0|
- after update actions regrets:1703.46|5.15634|319.818|62.3826|19.1168|30.0682|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.149205, regret:319.818, randomc:0.914974
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kd|5c|9h|
- mycard:1, range:0.149448
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.358|24.7557|0.619465|0.186924|0.0614923|0.0105252|0|0.00819292|
- after update actions regrets:188.358|24.7557|0.619465|0.186924|0.0614923|0.0105252|0|0.00819292|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.886792, regret:188.358, randomc:0.324817
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kd|5c|9h|6d|
- mycard:1, range:0.13154
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:113.018|100.004|0.857269|0.120365|0|
- mycard range:0.13154
- update strategy
- iter:12000
- after update actions regrets:2806.44|-6535.57|-9405.72|-13770.5|-201202|
- after update actions average regrets:10153.5|244.525|172.478|0|0|
- AI take action:check, probability:0.96064, regret:2806.44, randomc:0.62213
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-1819.83|951.527|-6161.06|-947.425|-19604.2|
- mycard range:0.13154
- update strategy
- iter:12000
- after update actions regrets:-6265.83|951.527|-6057.06|-5021.43|-36273.2|
- after update actions average regrets:100.349|21069.3|48.1534|212.17|0|
- AI take action:call, probability:0.9832, regret:951.527, randomc:0.391958
- total pot:1800
- python rec ai action: call
- community cards:Kd|5c|9h|6d|2h|
- mycard:1, range:0.124225
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.124225
- update strategy
- iter:12000
- after update actions regrets:225.206|-17943.8|-40285.8|-53308.8|-190677|
- after update actions average regrets:10419|0|0|0|0|
- AI take action:check, probability:1, regret:225.206, randomc:0.349538
- total pot:1800
- python rec ai action: check
- -------------- game: 1747 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: Qd8c, 5s8h
- board: Kd5c9h6d2h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:r600,1:c/1:c,0:c
- total_win: 89750
- AI position:0
- AI card:Jc|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.205236, regret:439.309, randomc:0.904585
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Ts|6d|3h|
- mycard:0, range:0.205285
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:151.887|61.9395|0.0704181|0.0296756|0|0|0|0.0736842|
- after update actions regrets:151.887|61.9395|0.0704181|0.0296756|0|0|0|0.0736842|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.287736, regret:61.9395, randomc:0.918709
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:206.311|4.53898|3.08464|0.0655738|
- after update actions regrets:206.311|4.53898|3.08464|0.0655738|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.967136, regret:206.311, randomc:0.536209
- total pot:2400
- python rec ai action: fold
- -------------- game: 1748 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: JcQd,
- board: Ts6d3h
- action_history: 0:r300,1:c/1:c,0:r300,1:r1500,0:f
- total_win: 89150
- AI position:1
- AI card:Ks|Ac
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions regrets:0|0.0395116|3.49814|24.6245|1969.98|138.621|0.488108|0|2.75105|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.921816, regret:1969.98, randomc:0.106792
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:8d|6d|Jc|
- mycard:1, range:0.92055
- before update actions:l|1|2|4|8|n|
- before update actions regrets:150.765|38.0734|24.9208|0.217113|0|0.0233618|
- after update actions regrets:150.765|38.0734|24.9208|0.217113|0|0.0233618|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.179245, regret:38.0734, randomc:0.803661
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:8d|6d|Jc|Qh|
- mycard:1, range:0.163778
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:1.12819|5.47901|207.316|0.0181693|0.0587795|
- mycard range:0.163778
- update strategy
- iter:12000
- after update actions regrets:33837.8|78841.7|-7604.21|-661877|-477950|
- after update actions average regrets:4737.82|5554.5|194.338|0|0|
- AI take action:raise 3000, probability:0.529709, regret:78841.7, randomc:0.622294
- total pot:9000
- python rec ai action: raise 3000
- opp action:call
- total pot:12000
- community cards:8d|6d|Jc|Qh|5c|
- mycard:1, range:0.0867488
- before update actions:l|1|2|n|
- before update actions regrets:135.452|68.6614|5.14856|4.73765|
- mycard range:0.0867488
- update strategy
- iter:12000
- after update actions regrets:96304|154516|-40989.4|13300.3|
- after update actions average regrets:2652.8|4534.74|843.007|2590.92|
- AI take action:raise 6000, probability:0.426971, regret:154516, randomc:0.661466
- total pot:18000
- python rec ai action: raise 6000
- -------------- game: 1749 -----------------
- win_money: 6000
- players: OpenStackTwo, Bot
- hand: , AcKs
- board: 8d6dJcQh5c
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:c/1:r3000,0:c/1:r6000,0:f
- total_win: 95150
- AI position:0
- AI card:3s|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions regrets:0|152.115|1570.19|410.642|7.05437|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.733988, regret:1570.19, randomc:0.220862
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8s|Kc|6d|
- mycard:0, range:0.733733
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:167.789|30.8266|14.7531|0.250201|0.158953|0|0|0.222417|
- after update actions regrets:167.789|30.8266|14.7531|0.250201|0.158953|0|0|0.222417|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.791469, regret:167.789, randomc:0.328715
- total pot:400
- python rec ai action: check
- community cards:8s|Kc|6d|3d|
- mycard:0, range:0.57529
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|88.6001|83.8617|41.3757|0.162527|
- mycard range:0.57529
- update strategy
- iter:12000
- after update actions regrets:-435048|11532.8|48507|-10770.5|-834801|
- after update actions average regrets:0|1557.25|6905.96|2475.23|0|
- AI take action:raise 400, probability:0.631343, regret:48507, randomc:0.432686
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1750 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Kd3s,
- board: 8sKc6d3d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 95350
- AI position:1
- AI card:Ac|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions regrets:0|11.0878|822.515|501.039|360.222|444.793|0.342721|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.384471, regret:822.515, randomc:0.187266
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1751 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , AcAh
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 95450
- AI position:0
- AI card:3h|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions regrets:0|127.997|1530.93|475.703|4.88646|0.483165|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.716292, regret:1530.93, randomc:0.182291
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1006.82|1124.31|8.86994|0|
- after update actions regrets:1006.82|1124.31|8.86994|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.525725, regret:1124.31, randomc:0.592499
- total pot:1200
- python rec ai action: call
- community cards:7h|8c|3d|
- mycard:0, range:0.37585
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:103.959|108.189|1.75185|0.00947075|0|0|0.0905292|
- after update actions regrets:103.959|108.189|1.75185|0.00947075|0|0|0.0905292|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:call, probability:0.509434, regret:108.189, randomc:0.765532
- total pot:3600
- python rec ai action: call
- community cards:7h|8c|3d|2h|
- mycard:0, range:0.190013
- turn subgame infoset node:562080
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.159|0.841083|0|0|0|
- mycard range:0.190013
- update strategy
- iter:12000
- after update actions regrets:-604.681|304.001|-745.84|-2782.84|-4386.84|
- after update actions average regrets:1258.72|8822.1|705.453|0|0|
- AI take action:check, probability:0.116643, regret:-604.681, randomc:0.020308
- total pot:3600
- python rec ai action: check
- community cards:7h|8c|3d|2h|9c|
- mycard:0, range:0.0221739
- opp action:check
- total pot:3600
- before update actions:l|1|2|4|n|
- before update actions regrets:0|1.90157|211.059|1.00603|0.0333626|
- mycard range:0.0221739
- update strategy
- iter:12000
- after update actions regrets:-35.5297|75.3719|201.529|0.476348|-565.496|
- after update actions average regrets:0|916.676|8904.63|648.914|38.3796|
- AI take action:raise 3600, probability:0.847516, regret:201.529, randomc:0.41823
- total pot:7200
- python rec ai action: raise 3600
- -------------- game: 1752 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 3h9h,
- board: 7h8c3d2h9c
- action_history: 0:r200,1:r600,0:c/1:r1200,0:c/1:c,0:c/1:c,0:r3600,1:f
- total_win: 97250
- AI position:1
- AI card:3d|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.787376
- total pot:400
- python rec ai action: fold
- -------------- game: 1753 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7h3d
- board:
- action_history: 0:r300,1:f
- total_win: 97150
- AI position:0
- AI card:2d|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12, randomc:0.391154
- total pot:150
- python rec ai action: fold
- -------------- game: 1754 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d7h,
- board:
- action_history: 0:f
- total_win: 97100
- AI position:1
- AI card:3c|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions regrets:48.4074|1930.32|0.262427|0.356758|130.784|29.8723|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.903135, regret:1930.32, randomc:0.391154
- total pot:600
- python rec ai action: call
- community cards:3d|As|6d|
- mycard:1, range:0.902018
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201.899|4.38226|6.12409|1.15538|0.247232|0.10569|0.0629403|0.0237051|
- after update actions regrets:201.899|4.38226|6.12409|1.15538|0.247232|0.10569|0.0629403|0.0237051|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.948113, regret:201.899, randomc:0.0818154
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3d|As|6d|Jd|
- mycard:1, range:0.85101
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:115.261|43.6474|53.9406|1.12124|0.0300067|
- mycard range:0.85101
- update strategy
- iter:12000
- after update actions regrets:14971|12463.4|973.695|-38104.1|-1.59275e+06|
- after update actions average regrets:4766.95|4318.94|1295.63|0|0|
- AI take action:check, probability:0.459196, regret:14971, randomc:0.16939
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:3d|As|6d|Jd|6h|
- mycard:1, range:0.390764
- before update actions:l|1|2|4|n|
- before update actions regrets:2.21185|27.0343|132.769|51.9852|0|
- mycard range:0.390764
- update strategy
- iter:12000
- after update actions regrets:5051.75|5574.57|-1593.69|-102909|-871481|
- after update actions average regrets:5314.71|5080.42|145.782|0|0|
- AI take action:check, probability:0.504222, regret:5051.75, randomc:0.236747
- total pot:600
- python rec ai action: check
- -------------- game: 1755 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: TcTd, 3cAh
- board: 3dAs6dJd6h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 97400
- AI position:0
- AI card:4s|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.474251, regret:1013.98, randomc:0.6793
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1728.31|411.69|0|0|
- after update actions regrets:1728.31|411.69|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.192146, regret:411.69, randomc:0.971022
- total pot:1200
- python rec ai action: call
- community cards:Ts|8s|9h|
- mycard:0, range:0.0911534
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:213.657|0.0571429|0.0571429|0.0571429|0.0571429|0.0571429|0.0571429|
- after update actions regrets:213.657|0.0571429|0.0571429|0.0571429|0.0571429|0.0571429|0.0571429|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.657, randomc:0.807872
- total pot:2400
- python rec ai action: fold
- -------------- game: 1756 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 3d4s,
- board: Ts8s9h
- action_history: 0:r200,1:r600,0:c/1:r1200,0:f
- total_win: 96800
- AI position:1
- AI card:2c|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.618616
- total pot:400
- python rec ai action: fold
- -------------- game: 1757 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Th2c
- board:
- action_history: 0:r300,1:f
- total_win: 96700
- AI position:0
- AI card:Td|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions regrets:0|144.852|1561.6|430.347|3.1959|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.201123, regret:430.347, randomc:0.994378
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4s|2c|9c|
- mycard:0, range:0.201097
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.940467|65.2701|53.9516|75.9335|17.7685|0|0|0.135859|
- after update actions regrets:0.940467|65.2701|53.9516|75.9335|17.7685|0|0|0.135859|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 1200, probability:0.357143, regret:75.9335, randomc:0.862765
- total pot:1800
- python rec ai action: raise 1200
- opp action:call
- total pot:3000
- community cards:4s|2c|9c|9h|
- mycard:0, range:0.0713552
- turn subgame infoset node:747616
- opp action:check
- total pot:3000
- before update actions:l|1|2|4|n|
- before update actions regrets:32.3762|0.535561|131.736|49.3288|0.0230263|
- mycard range:0.0713552
- update strategy
- iter:12000
- after update actions regrets:4298.31|-77895.5|-89204.3|-134463|-595462|
- after update actions average regrets:10853.1|18.1336|0|0|0|
- AI take action:check, probability:0.998344, regret:4298.31, randomc:0.549948
- total pot:3000
- python rec ai action: check
- community cards:4s|2c|9c|9h|5h|
- mycard:0, range:0.0712361
- opp action:raise 3000
- total pot:6000
- before update actions:d|l|1|2|n|
- before update actions regrets:213.806|0.0248175|0|0.169537|0|
- mycard range:0.0712361
- update strategy
- iter:12000
- after update actions regrets:217.114|-173943|-33977.7|-48333.5|-57706.7|
- after update actions average regrets:10852|0|0|0|0|
- AI take action:fold, probability:1, regret:217.114, randomc:0.260323
- total pot:6000
- python rec ai action: fold
- -------------- game: 1758 -----------------
- win_money: -1500
- players: Bot, OpenStackTwo
- hand: TdJh,
- board: 4s2c9c9h5h
- action_history: 0:r300,1:c/1:c,0:r1200,1:c/1:c,0:c/1:r3000,0:f
- total_win: 95200
- AI position:1
- AI card:7d|7h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.45338|1593.37|5.79144|13.8387|519.329|1.43456|0.303039|0.466896|1.01142|
- after update actions regrets:4.45338|1593.37|5.79144|13.8387|519.329|1.43456|0.303039|0.466896|1.01142|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.745787, regret:1593.37, randomc:0.215809
- total pot:600
- python rec ai action: call
- community cards:Kh|9s|9d|
- mycard:1, range:0.744566
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:184|28.2885|1.39524|0.135908|0.0818348|0|0.0734966|0.0247868|
- after update actions regrets:184|28.2885|1.39524|0.135908|0.0818348|0|0.0734966|0.0247868|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.86385, regret:184, randomc:0.0282157
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kh|9s|9d|6s|
- mycard:1, range:0.640189
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:21.7424|191.897|0.25939|0.100769|0|
- mycard range:0.640189
- update strategy
- iter:12000
- after update actions regrets:11489.7|12843.9|-26435.8|-113960|-718531|
- after update actions average regrets:3612.56|5539.87|913.5|0|0|
- AI take action:raise 300, probability:0.550378, regret:12843.9, randomc:0.867967
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1759 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 7h7d
- board: Kh9s9d6s
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 95500
- AI position:0
- AI card:7d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0425631, regret:91.8393, randomc:0.01643
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Js|Ah|Jc|
- mycard:0, range:0.0429156
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.914|17.0874|0.933905|0.0218239|0.0428052|0|0|0|
- after update actions regrets:195.914|17.0874|0.933905|0.0218239|0.0428052|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.919811, regret:195.914, randomc:0.388937
- total pot:200
- python rec ai action: check
- community cards:Js|Ah|Jc|Th|
- mycard:0, range:0.0392886
- turn subgame infoset node:5964816
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:212.375|0.603774|0.470949|0.549895|0|
- mycard range:0.0392886
- update strategy
- iter:12000
- after update actions regrets:6018.73|-5862.05|-18499.2|-15460.1|-1.33725e+06|
- after update actions average regrets:10255.1|216.587|0.0164417|53.5331|0|
- AI take action:check, probability:0.974439, regret:6018.73, randomc:0.248172
- total pot:200
- python rec ai action: check
- community cards:Js|Ah|Jc|Th|4s|
- mycard:0, range:0.0382802
- opp action:check
- total pot:200
- before update actions:l|1|2|4|n|
- before update actions regrets:212.2|0.67349|0.82651|0.3|0|
- mycard range:0.0382802
- update strategy
- iter:12000
- after update actions regrets:2191.34|-39302.2|-51276|-61755.6|-1.88598e+06|
- after update actions average regrets:10655|0.0278898|0|0|0|
- AI take action:check, probability:1, regret:2191.34, randomc:0.270603
- total pot:200
- python rec ai action: check
- -------------- game: 1760 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: 7dQh, Ks2c
- board: JsAhJcTh4s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 95400
- AI position:1
- AI card:6d|8h
- -------------- game: 1761 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 8h6d
- board:
- action_history: 0:f
- total_win: 95450
- AI position:0
- AI card:2s|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.371|1132.22|848.627|10.7387|0.0415372|0|0|0|
- after update actions regrets:0|148.371|1132.22|848.627|10.7387|0.0415372|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.529467, regret:1132.22, randomc:0.35828
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4h|Js|Ts|
- mycard:0, range:0.529076
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.663727|111.208|64.5636|33.4553|4.1098|0|0|0|
- after update actions regrets:0.663727|111.208|64.5636|33.4553|4.1098|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.301887, regret:64.5636, randomc:0.674718
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:4h|Js|Ts|Jd|
- mycard:0, range:0.159622
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:69.4056|10.1151|34.2403|100.239|0|
- mycard range:0.159622
- update strategy
- iter:12000
- after update actions regrets:22645.4|4422.13|34028.3|60400.3|-2.07341e+06|
- after update actions average regrets:3951.46|1624.72|2721.75|2686.92|0|
- AI take action:check, probability:0.359771, regret:22645.4, randomc:0.147783
- total pot:1200
- python rec ai action: check
- community cards:4h|Js|Ts|Jd|6s|
- mycard:0, range:0.057419
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.909|0.026087|0.0652174|0|0|
- mycard range:0.057419
- update strategy
- iter:12000
- after update actions regrets:6473.68|-16760.2|3493.84|-52080.2|-270022|
- after update actions average regrets:10169.3|0|819.673|0|0|
- AI take action:check, probability:0.925464, regret:6473.68, randomc:0.618962
- total pot:1200
- python rec ai action: check
- -------------- game: 1762 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2h2s, 5sTh
- board: 4hJsTsJd6s
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:c,0:c
- total_win: 94850
- AI position:1
- AI card:Kd|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions regrets:300.546|16.3383|992.429|412.815|209.461|207.865|0.547076|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.192884, regret:412.815, randomc:0.781522
- total pot:600
- python rec ai action: raise 500
- -------------- game: 1763 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , QhKd
- board:
- action_history: 0:c,1:r500,0:f
- total_win: 94950
- AI position:0
- AI card:7c|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.715154, regret:1529.43, randomc:0.638354
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|Ah|Jc|
- mycard:0, range:0.714688
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:16.3612|153.255|42.5757|0.010737|1.7972|0|0|0|
- after update actions regrets:16.3612|153.255|42.5757|0.010737|1.7972|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721698, regret:153.255, randomc:0.233727
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:3s|Ah|Jc|4h|
- mycard:0, range:0.511821
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:79.4596|64.9031|69.4639|0.1734|0|
- mycard range:0.511821
- update strategy
- iter:12000
- after update actions regrets:60883.8|10582.2|-23417.2|-48480.5|-1.59273e+06|
- after update actions average regrets:2256|2371.28|2497.08|3639.85|0|
- AI take action:raise 1600, probability:0.338103, regret:-48480.5, randomc:0.940296
- total pot:2400
- python rec ai action: raise 1600
- opp action:call
- total pot:4000
- community cards:3s|Ah|Jc|4h|Th|
- mycard:0, range:0.173069
- opp action:check
- total pot:4000
- before update actions:l|1|2|4|n|
- before update actions regrets:207.494|0.0626091|0.280086|0.0401786|6.12271|
- mycard range:0.173069
- update strategy
- iter:12000
- after update actions regrets:30304.2|-105986|-97399|-791771|-1.69471e+06|
- after update actions average regrets:10513.6|5.34522|258.31|0|0|
- AI take action:check, probability:0.975594, regret:30304.2, randomc:0.0815689
- total pot:4000
- python rec ai action: check
- -------------- game: 1764 -----------------
- win_money: -2000
- players: Bot, OpenStackTwo
- hand: 6h7c, As2d
- board: 3sAhJc4hTh
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r1600,1:c/1:c,0:c
- total_win: 92950
- AI position:1
- AI card:9h|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:334.633|15.1683|1075.43|515.559|149.512|49.6491|0.0445882|0|
- after update actions regrets:334.633|15.1683|1075.43|515.559|149.512|49.6491|0.0445882|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.503042, regret:1075.43, randomc:0.437157
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1765 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Ah9h
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 93050
- AI position:0
- AI card:2s|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36, randomc:0.0897771
- total pot:150
- python rec ai action: fold
- -------------- game: 1766 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2s8c,
- board:
- action_history: 0:f
- total_win: 93000
- AI position:1
- AI card:5c|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0897771
- total pot:400
- python rec ai action: fold
- -------------- game: 1767 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c9d
- board:
- action_history: 0:r300,1:f
- total_win: 92900
- AI position:0
- AI card:7s|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.220767, regret:472.296, randomc:0.990429
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1768 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Jd7s,
- board:
- action_history: 0:r300,1:f
- total_win: 93000
- AI position:1
- AI card:Kc|6h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1483.93|8.20111|528.31|75.7754|28.6732|14.2868|0.821185|0|
- after update actions regrets:1483.93|8.20111|528.31|75.7754|28.6732|14.2868|0.821185|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.694288, regret:1483.93, randomc:0.40209
- total pot:200
- python rec ai action: check
- community cards:Qs|Qh|Jd|
- mycard:1, range:0.693426
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.231|11.0818|2.63079|0.0516513|0.00435437|0|0|0|
- after update actions regrets:200.231|11.0818|2.63079|0.0516513|0.00435437|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.938967, regret:200.231, randomc:0.796376
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qs|Qh|Jd|6c|
- mycard:1, range:0.648812
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:25.0876|99.154|89.7585|0|0|
- mycard range:0.648812
- update strategy
- iter:12000
- after update actions regrets:402.684|2201.75|23.3552|-5834.4|-68324.4|
- after update actions average regrets:4122.3|5943.71|45.1958|32.1034|0|
- AI take action:check, probability:0.406429, regret:402.684, randomc:0.232768
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qs|Qh|Jd|6c|Js|
- mycard:1, range:0.263681
- before update actions:l|1|2|4|n|
- before update actions regrets:81.8376|132.162|0|0|0|
- mycard range:0.263681
- update strategy
- iter:12000
- after update actions regrets:-549.72|189.605|-4237.56|-9110.56|-42004.6|
- after update actions average regrets:102.415|10017.6|0|0|0|
- AI take action:raise 100, probability:0.98992, regret:189.605, randomc:0.310049
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1769 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Kc6h
- board: QsQhJd6cJs
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:f
- total_win: 93100
- AI position:0
- AI card:Kh|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.4106|1248.54|829.443|21.776|0.830893|0|0|0|
- after update actions regrets:0|39.4106|1248.54|829.443|21.776|0.830893|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.583996, regret:1248.54, randomc:0.350309
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1|2139|0|
- after update actions regrets:0|1|2139|0|
- after update actions average regrets:0|0|0|0|
- AI take action:raise 1800, probability:0.999533, regret:2139, randomc:0.860884
- total pot:2400
- python rec ai action: raise 1800
- opp action:call
- total pot:3600
- community cards:2d|5d|8d|
- mycard:0, range:0.583157
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:124.333|48.4651|41.1015|0|0.1|
- after update actions regrets:124.333|48.4651|41.1015|0|0.1|
- after update actions average regrets:0|0|0|0|0|
- AI take action:raise 9000, probability:0.192488, regret:41.1015, randomc:0.93153
- total pot:16200
- python rec ai action: raise 9000
- opp action:allin
- total pot:30800
- before update actions:d|l|
- before update actions regrets:211.905|2.09495|
- after update actions regrets:211.905|2.09495|
- after update actions average regrets:0|0|
- AI take action:fold, probability:0.99061, regret:211.905, randomc:0.174226
- total pot:30800
- python rec ai action: fold
- -------------- game: 1770 -----------------
- win_money: -10800
- players: Bot, OpenStackTwo
- hand: KhAh,
- board: 2d5d8d
- action_history: 0:r200,1:r600,0:r1800,1:c/1:r3600,0:r9000,1:r18200,0:f
- total_win: 82300
- AI position:1
- AI card:7c|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.826904
- total pot:400
- python rec ai action: fold
- -------------- game: 1771 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4h7c
- board:
- action_history: 0:r300,1:f
- total_win: 82200
- AI position:0
- AI card:5c|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions regrets:0|96.8757|1699.61|340.43|3.08201|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.794668, regret:1699.61, randomc:0.802449
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2139.98|0|0.0195779|0|
- after update actions regrets:2139.98|0|0.0195779|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2139.98, randomc:0.734804
- total pot:800
- python rec ai action: fold
- -------------- game: 1772 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 5cQh,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 82000
- AI position:1
- AI card:3d|8d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1509.28|5.34808|385.864|108.913|50.3688|78.8606|1.36091|0|
- after update actions regrets:1509.28|5.34808|385.864|108.913|50.3688|78.8606|1.36091|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.706461, regret:1509.28, randomc:0.213525
- total pot:200
- python rec ai action: check
- community cards:2c|Ks|3c|
- mycard:1, range:0.705273
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.2|0.49451|0.252596|0.052613|0|0|0|0|
- after update actions regrets:213.2|0.49451|0.252596|0.052613|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.2, randomc:0.620261
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2c|Ks|3c|9h|
- mycard:1, range:0.702638
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:127.176|86.7761|0.0457678|0.00211652|0|
- mycard range:0.702638
- update strategy
- iter:12000
- after update actions regrets:1899.74|1692.34|-884.392|-6391.44|-85920.4|
- after update actions average regrets:5242.65|4038.16|884.025|0|0|
- AI take action:check, probability:0.515742, regret:1899.74, randomc:0.197792
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:2c|Ks|3c|9h|7d|
- mycard:1, range:0.362395
- before update actions:l|1|2|4|n|
- before update actions regrets:2.97193|211.028|0|0|0|
- mycard range:0.362395
- update strategy
- iter:12000
- after update actions regrets:-353.345|435.711|-2237.32|-9593.32|-39420.3|
- after update actions average regrets:1598.18|8493.55|0|0|0|
- AI take action:raise 100, probability:0.841641, regret:435.711, randomc:0.249582
- total pot:300
- python rec ai action: raise 100
- opp action:raise 500
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:213.469|-59.2696|-1570.4|-9805.4|
- mycard range:0.362395
- update strategy
- iter:12000
- after update actions regrets:233.799|74.0604|-1394.07|-12345.1|
- after update actions average regrets:18927.1|1209.74|0|0|
- AI take action:fold, probability:0.939958, regret:233.799, randomc:0.543161
- total pot:800
- python rec ai action: fold
- -------------- game: 1773 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: , 8d3d
- board: 2cKs3c9h7d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:r100,0:r500,1:f
- total_win: 81800
- AI position:0
- AI card:Qd|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7, randomc:0.288248
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|8h|3s|
- mycard:0, range:0.615747
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:79.8179|97.5919|30.5848|5.99449|0.0109359|0|0|0|
- after update actions regrets:79.8179|97.5919|30.5848|5.99449|0.0109359|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.459716, regret:97.5919, randomc:0.50724
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1774 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: QdKh,
- board: Ah8h3s
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 82000
- AI position:1
- AI card:5s|2c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0864428
- total pot:400
- python rec ai action: fold
- -------------- game: 1775 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c5s
- board:
- action_history: 0:r300,1:f
- total_win: 81900
- AI position:0
- AI card:7s|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.137108, regret:293.921, randomc:0.0563973
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:4d|As|7c|
- mycard:0, range:0.137346
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.447961|168.631|24.2153|15.3517|2.91129|0.637809|1.69115|0.114076|
- after update actions regrets:0.447961|168.631|24.2153|15.3517|2.91129|0.637809|1.69115|0.114076|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.0714286, regret:15.3517, randomc:0.966601
- total pot:600
- python rec ai action: raise 400
- opp action:call
- total pot:1000
- community cards:4d|As|7c|Ac|
- mycard:0, range:0.00985278
- turn subgame infoset node:2118368
- opp action:check
- total pot:1000
- before update actions:l|1|2|4|n|
- before update actions regrets:72.5101|141.217|0.260895|0.0116757|0|
- mycard range:0.00985278
- update strategy
- iter:12000
- after update actions regrets:-2906.38|10013.3|-58814.6|-158665|-1.72085e+06|
- after update actions average regrets:2888.87|8005.86|0|0|0|
- AI take action:raise 500, probability:0.734876, regret:10013.3, randomc:0.886347
- total pot:1500
- python rec ai action: raise 500
- opp action:call
- total pot:2000
- community cards:4d|As|7c|Ac|Jd|
- mycard:0, range:0.00724019
- opp action:check
- total pot:2000
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.00724019
- update strategy
- iter:12000
- after update actions regrets:4061.48|-205407|-431538|-900210|-1.38212e+06|
- after update actions average regrets:10901|0|0|0|0|
- AI take action:check, probability:1, regret:4061.48, randomc:0.513723
- total pot:2000
- python rec ai action: check
- -------------- game: 1776 -----------------
- win_money: 0
- players: Bot, OpenStackTwo
- hand: 7s4h, 9s7h
- board: 4dAs7cAcJd
- action_history: 0:c,1:c/1:c,0:r400,1:c/1:c,0:r500,1:c/1:c,0:c
- total_win: 81900
- AI position:1
- AI card:6s|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:5.05689|1741.59|5.37137|12.5361|374.332|0.925116|0|0.141166|0.048244|
- after update actions regrets:5.05689|1741.59|5.37137|12.5361|374.332|0.925116|0|0.141166|0.048244|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.814693, regret:1741.59, randomc:0.178373
- total pot:600
- python rec ai action: call
- community cards:9d|3d|5s|
- mycard:1, range:0.813827
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.273|11.3815|0.0583505|0.154305|0.0902424|0.0125618|0.00795147|0.0216128|
- after update actions regrets:202.273|11.3815|0.0583505|0.154305|0.0902424|0.0125618|0.00795147|0.0216128|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.948357, regret:202.273, randomc:0.645156
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:33.9103|179.694|0.32315|0|0.0722679|
- after update actions regrets:33.9103|179.694|0.32315|0|0.0722679|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.84434, regret:179.694, randomc:0.461483
- total pot:1800
- python rec ai action: call
- community cards:9d|3d|5s|4s|
- mycard:1, range:0.645918
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:207.731|6.08753|0.070647|0.11106|0|
- mycard range:0.645918
- update strategy
- iter:12000
- after update actions regrets:10166.1|4716.46|-25484.6|-16674.5|-267736|
- after update actions average regrets:6022.46|4105.43|365.874|47.523|0|
- AI take action:check, probability:0.571401, regret:10166.1, randomc:0.24668
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:9d|3d|5s|4s|6c|
- mycard:1, range:0.369027
- before update actions:l|1|2|4|n|
- before update actions regrets:212.798|1.20161|0|0|0|
- mycard range:0.369027
- update strategy
- iter:12000
- after update actions regrets:2096.63|682.036|-18627.2|-94433.2|-548806|
- after update actions average regrets:8649.16|1940.78|0|0|0|
- AI take action:check, probability:0.816791, regret:2096.63, randomc:0.5519
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:1954.58|3253.82|-18556.3|-41178.1|-58121.9|
- mycard range:0.369027
- update strategy
- iter:12000
- after update actions regrets:-1745.42|4944.82|-35107.3|-77480.1|-123456|
- after update actions average regrets:3944.32|17273.4|0|0|0|
- AI take action:fold, probability:0.185889, regret:-1745.42, randomc:0.0808439
- total pot:3600
- python rec ai action: fold
- -------------- game: 1777 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: , 6s6h
- board: 9d3d5s4s6c
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:r1800,1:f
- total_win: 81000
- AI position:0
- AI card:6d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5, randomc:0.741465
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|5h|2d|
- mycard:0, range:0.782476
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.40986|25.7383|132.467|46.8933|7.09585|0.395577|0|0|
- after update actions regrets:1.40986|25.7383|132.467|46.8933|7.09585|0.395577|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.218009, regret:46.8933, randomc:0.957459
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1778 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6dQh,
- board: Jh5h2d
- action_history: 0:r200,1:c/1:c,0:r800,1:f
- total_win: 81200
- AI position:1
- AI card:Ad|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|0.225047|4.0147|20.8526|2004.98|107.78|0.181693|0.237891|1.72606|
- after update actions regrets:0|0.225047|4.0147|20.8526|2004.98|107.78|0.181693|0.237891|1.72606|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.938202, regret:2004.98, randomc:0.553319
- total pot:1800
- python rec ai action: raise 1500
- opp action:raise 4500
- total pot:6000
- before update actions:d|l|2|n|
- before update actions regrets:0|924.726|645.299|569.975|
- after update actions regrets:0|924.726|645.299|569.975|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.43218, regret:924.726, randomc:0.128029
- total pot:9000
- python rec ai action: call
- community cards:Th|6s|Js|
- mycard:1, range:0.404852
- before update actions:l|1|2|n|
- before update actions regrets:131.99|11.7226|16.8135|53.4734|
- after update actions regrets:131.99|11.7226|16.8135|53.4734|
- after update actions average regrets:0|0|0|0|
- AI take action:check, probability:0.620853, regret:131.99, randomc:0.25471
- total pot:9000
- python rec ai action: check
- opp action:check
- total pot:9000
- community cards:Th|6s|Js|Td|
- mycard:1, range:0.249704
- turn subgame infoset node:165632
- before update actions:l|1|2|n|
- before update actions regrets:213.217|0.119316|0.293015|0.37111|
- mycard range:0.249704
- update strategy
- iter:12000
- after update actions regrets:25200.8|11671.8|-102610|-277043|
- after update actions average regrets:7168.06|3308.55|44.7858|0|
- AI take action:check, probability:0.681369, regret:25200.8, randomc:0.559865
- total pot:9000
- python rec ai action: check
- opp action:raise 9000
- total pot:18000
- before update actions:d|l|n|
- before update actions regrets:-363370|1504.09|-5516.41|
- mycard range:0.249704
- update strategy
- iter:12000
- after update actions regrets:-560431|1504.09|-4976.41|
- after update actions average regrets:0|19888.7|1270.23|
- AI take action:call, probability:0.939975, regret:1504.09, randomc:0.764446
- total pot:27000
- python rec ai action: call
- community cards:Th|6s|Js|Td|4d|
- mycard:1, range:0.159906
- before update actions:l|n|
- before update actions regrets:58.2646|155.735|
- mycard range:0.159906
- update strategy
- iter:12000
- after update actions regrets:544.579|-969.637|
- after update actions average regrets:4849.5|6041.9|
- AI take action:check, probability:0.445271, regret:544.579, randomc:0.277185
- total pot:27000
- python rec ai action: check
- opp action:allin
- total pot:33500
- before update actions:d|l|
- before update actions regrets:-1.72538e+06|213.95|
- mycard range:0.159906
- update strategy
- iter:12000
- after update actions regrets:-3.44302e+06|213.95|
- after update actions average regrets:0|18824|
- AI take action:call, probability:1, regret:213.95, randomc:0.0961574
- total pot:40000
- python rec ai action: call
- -------------- game: 1779 -----------------
- win_money: 0
- players: OpenStackTwo, Bot
- hand: AcAs, AhAd
- board: Th6sJsTd4d
- action_history: 0:r300,1:r1500,0:r4500,1:c/1:c,0:c/1:c,0:r9000,1:c/1:c,0:r6500,1:c
- total_win: 81200
- AI position:0
- AI card:8s|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.76088, regret:1626.99, randomc:0.0428556
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kh|9h|Ah|
- mycard:0, range:0.760274
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:18.6789|189.166|6.07355|0|0.0813148|0|0|0|
- after update actions regrets:18.6789|189.166|6.07355|0|0.0813148|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.084507, regret:18.6789, randomc:0.00257745
- total pot:400
- python rec ai action: check
- community cards:Kh|9h|Ah|Kc|
- mycard:0, range:0.0663602
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.891|0.0692229|0.026269|0.0131557|0|
- mycard range:0.0663602
- update strategy
- iter:12000
- after update actions regrets:14261|-28655.9|-55032.9|-119092|-3.3703e+06|
- after update actions average regrets:9754.02|941.526|222.527|0|0|
- AI take action:raise 400, probability:0.0203353, regret:-55032.9, randomc:0.983687
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1780 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8sJh,
- board: Kh9hAhKc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 81400
- AI position:1
- AI card:3c|6d
- -------------- game: 1781 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 6d3c
- board:
- action_history: 0:f
- total_win: 81450
- AI position:0
- AI card:9s|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions regrets:0|108.754|1622.45|406.226|2.57074|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.189897, regret:406.226, randomc:0.829841
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1782 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8h9s,
- board:
- action_history: 0:r300,1:f
- total_win: 81550
- AI position:1
- AI card:4s|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2133.53|2.10678|1.90706|0.677099|0.165938|1.08853|0.528766|0|
- after update actions regrets:2133.53|2.10678|1.90706|0.677099|0.165938|1.08853|0.528766|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.998128, regret:2133.53, randomc:0.512046
- total pot:200
- python rec ai action: check
- community cards:5s|5c|Ks|
- mycard:1, range:0.996975
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.4|3.4139|0.148101|0.0383592|0|0|0|0|
- after update actions regrets:210.4|3.4139|0.148101|0.0383592|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.4, randomc:0.916379
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5s|5c|Ks|3d|
- mycard:1, range:0.980201
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.617|0.306883|0.0485814|0.0277575|0|
- mycard range:0.980201
- update strategy
- iter:12000
- after update actions regrets:1332.38|735.488|1130.23|254.209|-44261.8|
- after update actions average regrets:4153.4|2835.39|2944.96|522.808|0|
- AI take action:check, probability:0.397264, regret:1332.38, randomc:0.0454697
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:5s|5c|Ks|3d|9h|
- mycard:1, range:0.389341
- before update actions:l|1|2|4|n|
- before update actions regrets:213.496|0.299763|0.151177|0.0527274|0|
- mycard range:0.389341
- update strategy
- iter:12000
- after update actions regrets:215.463|-4858.73|-4234.88|-3971.98|-15262|
- after update actions average regrets:10378|0|0|0|0|
- AI take action:check, probability:1, regret:215.463, randomc:0.0413292
- total pot:200
- python rec ai action: check
- -------------- game: 1783 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: Td3s, 4sJd
- board: 5s5cKs3d9h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 81450
- AI position:0
- AI card:4d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|140.434|1594.9|398.946|5.71524|0|0|0|0|
- after update actions regrets:0|140.434|1594.9|398.946|5.71524|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.745905, regret:1594.9, randomc:0.573539
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9s|8s|8c|
- mycard:0, range:0.745282
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.99|0|0.00963855|0|0|0|0|0|
- after update actions regrets:213.99|0|0.00963855|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.99, randomc:0.0990344
- total pot:400
- python rec ai action: check
- community cards:9s|8s|8c|Ts|
- mycard:0, range:0.745249
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:196.411|3.77321|13.8156|0|0|
- mycard range:0.745249
- update strategy
- iter:12000
- after update actions regrets:24536.6|-18183|-38892|-45279.8|-3.44384e+06|
- after update actions average regrets:7894.11|1158.67|1058.07|595.689|0|
- AI take action:check, probability:0.737412, regret:24536.6, randomc:0.301819
- total pot:400
- python rec ai action: check
- community cards:9s|8s|8c|Ts|Jd|
- mycard:0, range:0.549484
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|106.788|105.42|1.79271|0|
- mycard range:0.549484
- update strategy
- iter:12000
- after update actions regrets:-242155|-18821.3|21090.3|1881.65|-3.66632e+06|
- after update actions average regrets:0|780.864|8619.61|1248.28|0|
- AI take action:raise 400, probability:0.809524, regret:21090.3, randomc:0.867288
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1784 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 4dQd, 2sKc
- board: 9s8s8cTsJd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 82050
- AI position:1
- AI card:As|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.781937, regret:1671.1, randomc:0.138369
- total pot:600
- python rec ai action: call
- community cards:2d|8s|Qs|
- mycard:1, range:0.780886
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:141.314|60.6177|11.8122|0.0873555|0.107369|0|0|0.0618503|
- after update actions regrets:141.314|60.6177|11.8122|0.0873555|0.107369|0|0|0.0618503|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.665094, regret:141.314, randomc:0.118685
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:39.6845|118.947|53.8774|1.47212|0.018638|
- after update actions regrets:39.6845|118.947|53.8774|1.47212|0.018638|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.559242, regret:118.947, randomc:0.554001
- total pot:1800
- python rec ai action: call
- community cards:2d|8s|Qs|8h|
- mycard:1, range:0.286615
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.301|0.600793|0.0316483|0|0.0661875|
- mycard range:0.286615
- update strategy
- iter:12000
- after update actions regrets:8249.73|-5623.97|-11283.5|-34530.6|-321248|
- after update actions average regrets:7881.49|1307.84|1171.59|135.917|0|
- AI take action:raise 1800, probability:0.111588, regret:-11283.5, randomc:0.890402
- total pot:3600
- python rec ai action: raise 1800
- -------------- game: 1785 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 9dAs
- board: 2d8sQs8h
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:r1800,0:f
- total_win: 82950
- AI position:0
- AI card:Ad|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions regrets:0|39.9679|1231.55|844.903|22.3081|1.27109|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.576041, regret:1231.55, randomc:0.477347
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|8s|Ac|
- mycard:0, range:0.57549
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:88.0423|95.5753|20.1524|9.14406|0.764225|0.172273|0.0899982|0.0594836|
- after update actions regrets:88.0423|95.5753|20.1524|9.14406|0.764225|0.172273|0.0899982|0.0594836|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.415094, regret:88.0423, randomc:0.0977804
- total pot:400
- python rec ai action: check
- community cards:2d|8s|Ac|4d|
- mycard:0, range:0.236764
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|212.534|0.0381585|1.38044|0.0198055|0.0274978|
- mycard range:0.236764
- update strategy
- iter:12000
- after update actions regrets:-474576|24765.3|-26979.2|-27626.9|-103463|-887049|
- after update actions average regrets:0|6600.56|2784.37|1292.86|0.866036|3.67809|
- AI take action:call, probability:0.618035, regret:24765.3, randomc:0.549047
- total pot:1200
- python rec ai action: call
- community cards:2d|8s|Ac|4d|Qs|
- mycard:0, range:0.146295
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0|1.05575|133.739|79.1919|0.0130435|
- mycard range:0.146295
- update strategy
- iter:12000
- after update actions regrets:-111955|1093.79|4164.47|-16105.1|-218801|
- after update actions average regrets:0|10257.4|222.082|76.5252|0|
- AI take action:raise 600, probability:0.971767, regret:1093.79, randomc:0.948435
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 1786 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: AdQh,
- board: 2d8sAc4dQs
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:c/1:c,0:r600,1:f
- total_win: 83550
- AI position:1
- AI card:Qd|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions regrets:10.3672|1782.61|3.19816|9.84803|332.935|1.04494|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.833879, regret:1782.61, randomc:0.0376534
- total pot:600
- python rec ai action: call
- community cards:6d|Jd|4d|
- mycard:1, range:0.832994
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.008|0.372682|0.383514|0.135502|0|0|0.0962594|0.00374065|
- after update actions regrets:213.008|0.372682|0.383514|0.135502|0|0|0.0962594|0.00374065|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.008, randomc:0.754968
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6d|Jd|4d|9h|
- mycard:1, range:0.829134
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:205.894|7.92651|0.121016|0.0586364|0|
- mycard range:0.829134
- update strategy
- iter:12000
- after update actions regrets:4697.82|31106|2492.18|-7412.04|-271703|
- after update actions average regrets:2411.58|4455.74|1898.16|1371.09|0|
- AI take action:raise 300, probability:0.439566, regret:31106, randomc:0.414615
- total pot:900
- python rec ai action: raise 300
- opp action:raise 1500
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:1431.61|16370.9|1223.45|-8082.69|
- mycard range:0.829134
- update strategy
- iter:12000
- after update actions regrets:-3121.13|17928.1|-645.283|-10308.4|
- after update actions average regrets:1305.64|16256.6|2758.19|0.311418|
- AI take action:raise 5100, probability:0.135735, regret:-645.283, randomc:0.992073
- total pot:7200
- python rec ai action: raise 5100
- -------------- game: 1787 -----------------
- win_money: 1800
- players: OpenStackTwo, Bot
- hand: , ThQd
- board: 6dJd4d9h
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:r1500,1:r5100,0:f
- total_win: 85350
- AI position:0
- AI card:7s|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.72217, regret:1544.26, randomc:0.320221
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1788 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7sTd,
- board:
- action_history: 0:r200,1:f
- total_win: 85450
- AI position:1
- AI card:4s|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions regrets:2012.68|127.323|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.940626, regret:2012.68, randomc:0.0318017
- total pot:400
- python rec ai action: fold
- -------------- game: 1789 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qh4s
- board:
- action_history: 0:r300,1:f
- total_win: 85350
- AI position:0
- AI card:Js|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656996, regret:1404.99, randomc:0.384157
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jc|5h|3c|
- mycard:0, range:0.656537
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.108949|118.482|50.3477|38.5057|5.87882|0.538049|0.138795|0|
- after update actions regrets:0.108949|118.482|50.3477|38.5057|5.87882|0.538049|0.138795|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 1600, probability:0.0236967, regret:5.87882, randomc:0.989095
- total pot:2000
- python rec ai action: raise 1600
- -------------- game: 1790 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: KdJs,
- board: Jc5h3c
- action_history: 0:r200,1:c/1:c,0:r1600,1:f
- total_win: 85550
- AI position:1
- AI card:2c|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:877.704|1262.04|0.131623|0.0868002|0.0304319|0.00602397|0|0|0|
- after update actions regrets:877.704|1262.04|0.131623|0.0868002|0.0304319|0.00602397|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.589995, regret:1262.04, randomc:0.550664
- total pot:600
- python rec ai action: call
- community cards:Jh|4s|7c|
- mycard:1, range:0.589739
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.402|0.673749|0.658142|0.19769|0|0|0|0.0681154|
- after update actions regrets:212.402|0.673749|0.658142|0.19769|0|0|0|0.0681154|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.402, randomc:0.073649
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.676|0.191229|0.024834|0.0128866|0.0949886|
- after update actions regrets:213.676|0.191229|0.024834|0.0128866|0.0949886|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.676, randomc:0.496111
- total pot:1200
- python rec ai action: fold
- -------------- game: 1791 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 2cTc
- board: Jh4s7c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 85250
- AI position:0
- AI card:Ad|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769878, regret:1646.19, randomc:0.288905
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2s|8h|7c|
- mycard:0, range:0.769247
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:183.607|16.5045|6.78218|6.37068|0.735372|0|0|0|
- after update actions regrets:183.607|16.5045|6.78218|6.37068|0.735372|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.867299, regret:183.607, randomc:0.0965462
- total pot:400
- python rec ai action: check
- community cards:2s|8h|7c|9c|
- mycard:0, range:0.659997
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:211.195|2.26894|0.194797|0.341434|0|
- mycard range:0.659997
- update strategy
- iter:12000
- after update actions regrets:6728.1|-64151.8|-94233.9|-117879|-3.2397e+06|
- after update actions average regrets:10407.4|241.14|0|0|0|
- AI take action:check, probability:0.977367, regret:6728.1, randomc:0.0803623
- total pot:400
- python rec ai action: check
- community cards:2s|8h|7c|9c|As|
- mycard:0, range:0.645051
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0357388|9.40476|200.09|4.46999|0|
- mycard range:0.645051
- update strategy
- iter:12000
- after update actions regrets:-120458|-45895.2|19567.4|-58723.2|-3.47221e+06|
- after update actions average regrets:0|1793.49|8802.16|80.4694|0|
- AI take action:raise 400, probability:0.824543, regret:19567.4, randomc:0.206218
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1792 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: Ad3h, 9hQs
- board: 2s8h7c9cAs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 85850
- AI position:1
- AI card:Qd|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1085.81|1054.19|0|0|0|0|0|0|0|
- after update actions regrets:1085.81|1054.19|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.492754, regret:1054.19, randomc:0.918224
- total pot:600
- python rec ai action: call
- community cards:4h|Ac|5h|
- mycard:1, range:0.49261
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201.632|11.5643|0.417382|0.279062|0.100559|0.00668114|0|0|
- after update actions regrets:201.632|11.5643|0.417382|0.279062|0.100559|0.00668114|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.948113, regret:201.632, randomc:0.16392
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|Ac|5h|9h|
- mycard:1, range:0.46414
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.261|0.420962|0.0113291|0.306346|0|
- mycard range:0.46414
- update strategy
- iter:12000
- after update actions regrets:12275.5|8491.62|-2505.79|-40801.5|-1.64873e+06|
- after update actions average regrets:3522|4406.71|2347.49|11.0749|0|
- AI take action:check, probability:0.342407, regret:12275.5, randomc:0.0138324
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:4h|Ac|5h|9h|Th|
- mycard:1, range:0.158905
- before update actions:l|1|2|4|n|
- before update actions regrets:97.4926|115.533|0.951718|0.0230472|0|
- mycard range:0.158905
- update strategy
- iter:12000
- after update actions regrets:3363.73|4572.77|-24080.8|-147499|-787754|
- after update actions average regrets:5589.34|4654.96|14.2933|0|0|
- AI take action:raise 300, probability:0.453739, regret:4572.77, randomc:0.760281
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1793 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: 6cTs, Qd6h
- board: 4hAc5h9hTh
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 86450
- AI position:0
- AI card:2s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|147.955|1432.66|548.341|10.6752|0.373069|0|0|0|
- after update actions regrets:0|147.955|1432.66|548.341|10.6752|0.373069|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.670098, regret:1432.66, randomc:0.166599
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:2d|Jh|6h|
- mycard:0, range:0.669465
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.929|0.060858|0|0.0105916|0|0|0|0|
- after update actions regrets:213.929|0.060858|0|0.0105916|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.929, randomc:0.331981
- total pot:400
- python rec ai action: check
- community cards:2d|Jh|6h|Js|
- mycard:0, range:0.669242
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:146.504|67.4963|0|0|0|
- mycard range:0.669242
- update strategy
- iter:12000
- after update actions regrets:-19929.9|9619.08|-20390.4|-95011.4|-5.13453e+06|
- after update actions average regrets:556.997|10406.9|31.9941|0|0|
- AI take action:raise 200, probability:0.946602, regret:9619.08, randomc:0.0752966
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1794 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2sKs,
- board: 2dJh6hJs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 86650
- AI position:1
- AI card:7d|9h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1507.09|8.49067|431.017|136.546|35.298|21.4668|0.0953932|0|
- after update actions regrets:1507.09|8.49067|431.017|136.546|35.298|21.4668|0.0953932|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.704864, regret:1507.09, randomc:0.64232
- total pot:200
- python rec ai action: check
- community cards:7s|8s|9s|
- mycard:1, range:0.704246
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:190.008|22.8024|0.770664|0.286923|0.124234|0.00379299|0.00446721|0|
- after update actions regrets:190.008|22.8024|0.770664|0.286923|0.124234|0.00379299|0.00446721|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.896226, regret:190.008, randomc:0.178149
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7s|8s|9s|3d|
- mycard:1, range:0.62529
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:1.56227|88.4794|123.958|0|0|
- mycard range:0.62529
- update strategy
- iter:12000
- after update actions regrets:5333.84|3148.76|1332.24|1533.28|-92177.7|
- after update actions average regrets:4771.35|2634.23|1167.63|1587.76|15.8992|
- AI take action:raise 400, probability:0.155986, regret:1533.28, randomc:0.909254
- total pot:600
- python rec ai action: raise 400
- -------------- game: 1795 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 9h7d
- board: 7s8s9s3d
- action_history: 0:c,1:c/1:c,0:c/1:r400,0:f
- total_win: 86750
- AI position:0
- AI card:4d|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|111.061|1539.79|485.031|3.97114|0.147792|0|0|0|
- after update actions regrets:0|111.061|1539.79|485.031|3.97114|0.147792|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.719832, regret:1539.79, randomc:0.687519
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:31.8894|1877.08|231.028|0|
- after update actions regrets:31.8894|1877.08|231.028|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.877513, regret:1877.08, randomc:0.226647
- total pot:1200
- python rec ai action: call
- community cards:7c|7d|Ah|
- mycard:0, range:0.631128
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:75.2272|86.2272|25.8971|26.3777|0.270816|0|0|
- after update actions regrets:75.2272|86.2272|25.8971|26.3777|0.270816|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.40566, regret:86.2272, randomc:0.744068
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:7c|7d|Ah|Kd|
- mycard:0, range:0.254301
- turn subgame infoset node:857920
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:1.07587|0.122469|159.608|53.1935|0|
- mycard range:0.254301
- update strategy
- iter:12000
- after update actions regrets:106.237|632.283|88.7689|-415.646|-16507.8|
- after update actions average regrets:258.159|6779.12|2531.96|1125.77|0|
- AI take action:raise 2400, probability:0.236697, regret:88.7689, randomc:0.788916
- total pot:4800
- python rec ai action: raise 2400
- -------------- game: 1796 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: Td4d,
- board: 7c7dAhKd
- action_history: 0:r200,1:r600,0:c/1:c,0:r600,1:c/1:c,0:r2400,1:f
- total_win: 87950
- AI position:1
- AI card:2s|Ks
- -------------- game: 1797 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 2sKs
- board:
- action_history: 0:f
- total_win: 88000
- AI position:0
- AI card:8s|3c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1965.12|124.195|10.8316|24.8112|14.5407|0.501729|0|0|0|
- after update actions regrets:1965.12|124.195|10.8316|24.8112|14.5407|0.501729|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.919513, regret:1965.12, randomc:0.275149
- total pot:150
- python rec ai action: fold
- -------------- game: 1798 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3c8s,
- board:
- action_history: 0:f
- total_win: 87950
- AI position:1
- AI card:Jd|Jh
- -------------- game: 1799 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , JhJd
- board:
- action_history: 0:f
- total_win: 88000
- AI position:0
- AI card:Ts|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625351, regret:1337.26, randomc:0.696708
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.303401
- total pot:800
- python rec ai action: fold
- -------------- game: 1800 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ts4c,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 87800
- AI position:1
- AI card:8c|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.659803, regret:1410.38, randomc:0.0775153
- total pot:200
- python rec ai action: check
- community cards:Ts|Jd|Ah|
- mycard:1, range:0.659057
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.425|7.58133|0.470744|0.377131|0.145962|0|0|0|
- after update actions regrets:205.425|7.58133|0.470744|0.377131|0.145962|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.425, randomc:0.00390239
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1.78082|188.654|8.29047|15.2752|0|
- after update actions regrets:1.78082|188.654|8.29047|15.2752|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.886792, regret:188.654, randomc:0.137664
- total pot:600
- python rec ai action: call
- community cards:Ts|Jd|Ah|2c|
- mycard:1, range:0.557716
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.998|0|0.00232258|0|0|
- mycard range:0.557716
- update strategy
- iter:12000
- after update actions regrets:222.616|-5614.38|-6410.38|-12330.4|-256655|
- after update actions average regrets:10146|0|0|0|0|
- AI take action:check, probability:1, regret:222.616, randomc:0.95088
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ts|Jd|Ah|2c|6d|
- mycard:1, range:0.557716
- before update actions:l|1|2|4|n|
- before update actions regrets:195.918|1.59365|4.36156|12.1133|0.013457|
- mycard range:0.557716
- update strategy
- iter:12000
- after update actions regrets:196.954|-507.37|-410.602|-751.851|-4632.95|
- after update actions average regrets:10453|0|0|0|0|
- AI take action:check, probability:1, regret:196.954, randomc:0.0972715
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:193.143|-81.1735|-167.054|-222.847|-1752.06|
- mycard range:0.557716
- update strategy
- iter:12000
- after update actions regrets:193.143|-34.1735|-541.054|-751.847|-4422.06|
- after update actions average regrets:20878.8|37.9595|0|57.875|0|
- AI take action:fold, probability:0.995518, regret:193.143, randomc:0.323961
- total pot:1200
- python rec ai action: fold
- -------------- game: 1801 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Kd8c
- board: TsJdAh2c6d
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 87500
- AI position:0
- AI card:5c|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.293402, regret:627.708, randomc:0.802095
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1802 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5c3h,
- board:
- action_history: 0:r300,1:f
- total_win: 87600
- AI position:1
- AI card:7c|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:8.10714|1500.73|3.77877|10.124|596.552|20.7077|0|0|0|
- after update actions regrets:8.10714|1500.73|3.77877|10.124|596.552|20.7077|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.701919, regret:1500.73, randomc:0.0681948
- total pot:600
- python rec ai action: call
- community cards:3h|Tc|6h|
- mycard:1, range:0.701276
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.207|0.328061|0.35622|0.0536055|0|0.0210842|0.0339243|0|
- after update actions regrets:213.207|0.328061|0.35622|0.0536055|0|0.0210842|0.0339243|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.207, randomc:0.774078
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:213.321|0.332863|0.0984117|0.212021|0.0359534|
- after update actions regrets:213.321|0.332863|0.0984117|0.212021|0.0359534|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.321, randomc:0.831263
- total pot:1200
- python rec ai action: fold
- -------------- game: 1803 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 7cKc
- board: 3hTc6h
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 87300
- AI position:0
- AI card:4c|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions regrets:0|124.506|1554.04|456.49|4.96574|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.726848, regret:1554.04, randomc:0.717173
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:164.71|1859.37|115.919|0|
- after update actions regrets:164.71|1859.37|115.919|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.0767072, regret:164.71, randomc:0.0373334
- total pot:800
- python rec ai action: fold
- -------------- game: 1804 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 4c8c,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 87100
- AI position:1
- AI card:Js|3d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0729682
- total pot:400
- python rec ai action: fold
- -------------- game: 1805 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Js3d
- board:
- action_history: 0:r300,1:f
- total_win: 87000
- AI position:0
- AI card:Kc|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.233287, regret:499.576, randomc:0.771254
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|1668.94|471.059|0|
- after update actions regrets:0|1668.94|471.059|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.779804, regret:1668.94, randomc:0.290365
- total pot:1800
- python rec ai action: call
- community cards:7h|8s|5c|
- mycard:0, range:0.18206
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:211.079|0.0623435|2.43175|0.240696|0.153647|0.0329644|
- after update actions regrets:211.079|0.0623435|2.43175|0.240696|0.153647|0.0329644|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:fold, probability:0.99061, regret:211.079, randomc:0.70331
- total pot:3600
- python rec ai action: fold
- -------------- game: 1806 -----------------
- win_money: -900
- players: Bot, OpenStackTwo
- hand: Kc9h,
- board: 7h8s5c
- action_history: 0:r300,1:r900,0:c/1:r1800,0:f
- total_win: 86100
- AI position:1
- AI card:6c|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1513.01|4.27941|338.759|160.923|64.4991|58.5305|0|0|
- after update actions regrets:1513.01|4.27941|338.759|160.923|64.4991|58.5305|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.708002, regret:1513.01, randomc:0.26288
- total pot:200
- python rec ai action: check
- community cards:5d|3d|Tc|
- mycard:1, range:0.707014
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.564|18.0058|3.37501|0|0.0551332|0|0|0|
- after update actions regrets:192.564|18.0058|3.37501|0|0.0551332|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.901408, regret:192.564, randomc:0.282626
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:127.179|59.6432|26.6061|0.571836|0|
- after update actions regrets:127.179|59.6432|26.6061|0.571836|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.278302, regret:59.6432, randomc:0.642313
- total pot:600
- python rec ai action: call
- community cards:5d|3d|Tc|Js|
- mycard:1, range:0.177311
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.177311
- update strategy
- iter:12000
- after update actions regrets:1446.02|873.019|-630.981|-4459.98|-47339|
- after update actions average regrets:7531.13|1988.96|817.632|1.44068|0|
- AI take action:check, probability:0.728548, regret:1446.02, randomc:0.131772
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-904.334|1672.67|-2869.33|-323.334|-6696.33|
- mycard range:0.177311
- update strategy
- iter:12000
- after update actions regrets:-4015.37|1705.63|-4781.37|-2870.37|-9917.37|
- after update actions average regrets:0|17521.5|0|3254.6|0|
- AI take action:raise 2400, probability:0.156631, regret:-2870.37, randomc:0.897784
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 1807 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 6c4h
- board: 5d3dTcJs
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:r600,1:r2400,0:f
- total_win: 87000
- AI position:0
- AI card:Qs|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions regrets:0|298.825|1245.54|579.796|15.486|0.350379|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.582592, regret:1245.54, randomc:0.337091
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7c|5d|2c|
- mycard:0, range:0.582029
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:9.71595|156.201|26.9457|19.1265|1.91635|0.0941249|0|0|
- after update actions regrets:9.71595|156.201|26.9457|19.1265|1.91635|0.0941249|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.739336, regret:156.201, randomc:0.771415
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1808 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 2dQs,
- board: 7c5d2c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 87200
- AI position:1
- AI card:3s|8c
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2090.2|0|1.21236|0.049829|1.27344|47.2044|0.0587092|0|
- after update actions regrets:2090.2|0|1.21236|0.049829|1.27344|47.2044|0.0587092|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.977092, regret:2090.2, randomc:0.416696
- total pot:200
- python rec ai action: check
- community cards:Qd|6d|7c|
- mycard:1, range:0.97673
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.464|1.50419|0.0319186|0|0|0|0|0|
- after update actions regrets:212.464|1.50419|0.0319186|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.464, randomc:0.0264631
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qd|6d|7c|Ts|
- mycard:1, range:0.969718
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:182.036|29.4911|2.47269|0|0|
- mycard range:0.969718
- update strategy
- iter:12000
- after update actions regrets:-60.1203|1451.33|1.31616|-3263.16|-160652|
- after update actions average regrets:3827.87|5401.31|1051.5|0|0|
- AI take action:raise 100, probability:0.52544, regret:1451.33, randomc:0.611065
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1809 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 8c3s
- board: Qd6d7cTs
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 87300
- AI position:0
- AI card:8s|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions regrets:0|87.7811|1626.99|424.344|0.889212|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.76088, regret:1626.99, randomc:0.607787
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|Kd|6h|
- mycard:0, range:0.760274
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:108.84|48.1853|37.1377|18.7154|1.10501|0|0.00356455|0.0129094|
- after update actions regrets:108.84|48.1853|37.1377|18.7154|1.10501|0|0.00356455|0.0129094|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.509434, regret:108.84, randomc:0.43129
- total pot:400
- python rec ai action: check
- community cards:9d|Kd|6h|5h|
- mycard:0, range:0.386674
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.821|0.122056|0|0.0570028|0|0|
- mycard range:0.386674
- update strategy
- iter:12000
- after update actions regrets:7326.07|-48751.6|-58668.8|-62411.7|-99784.8|-690998|
- after update actions average regrets:10949|0|0|0|0|0|
- AI take action:fold, probability:1, regret:7326.07, randomc:0.0831634
- total pot:800
- python rec ai action: fold
- -------------- game: 1810 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Jc8s,
- board: 9dKd6h5h
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 87100
- AI position:1
- AI card:Ts|Ac
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:610.192|12.0583|778.203|416.227|159.037|163.66|0.622506|0|
- after update actions regrets:610.192|12.0583|778.203|416.227|159.037|163.66|0.622506|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.285313, regret:610.192, randomc:0.0187571
- total pot:200
- python rec ai action: check
- community cards:4d|5s|2d|
- mycard:1, range:0.285137
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:142.851|48.4471|21.2711|1.06974|0.352638|0.00875622|0|0|
- after update actions regrets:142.851|48.4471|21.2711|1.06974|0.352638|0.00875622|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.669811, regret:142.851, randomc:0.540667
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4d|5s|2d|3h|
- mycard:1, range:0.190336
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:113.985|100.015|0|0|0|
- mycard range:0.190336
- update strategy
- iter:12000
- after update actions regrets:59.4787|774.508|-3694.51|-17775.5|-221648|
- after update actions average regrets:4221.6|6223.48|0|0|0|
- AI take action:raise 100, probability:0.595845, regret:774.508, randomc:0.497098
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:4d|5s|2d|3h|8c|
- mycard:1, range:0.113408
- before update actions:l|1|2|4|n|
- before update actions regrets:171.541|17.4456|25.0134|0|0|
- mycard range:0.113408
- update strategy
- iter:12000
- after update actions regrets:-566.835|308.07|-1773.36|-19727.4|-80971.4|
- after update actions average regrets:1159.97|9452.06|0|0|0|
- AI take action:raise 200, probability:0.890774, regret:308.07, randomc:0.731898
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1811 -----------------
- win_money: 400
- players: OpenStackTwo, Bot
- hand: Td5c, TsAc
- board: 4d5s2d3h8c
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:r200,0:c
- total_win: 87500
- AI position:0
- AI card:2c|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.274556, regret:587.779, randomc:0.928456
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:3.24604|1856.94|279.812|0|
- after update actions regrets:3.24604|1856.94|279.812|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.868101, regret:1856.94, randomc:0.319176
- total pot:1800
- python rec ai action: call
- community cards:2d|Jc|8h|
- mycard:0, range:0.238333
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:7.17732|205.09|0.720831|0.871242|0.0290085|0.111118|
- after update actions regrets:7.17732|205.09|0.720831|0.871242|0.0290085|0.111118|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:call, probability:0.966981, regret:205.09, randomc:0.841347
- total pot:5400
- python rec ai action: call
- community cards:2d|Jc|8h|4c|
- mycard:0, range:0.228411
- turn subgame infoset node:338240
- opp action:raise 5400
- total pot:10800
- before update actions:d|l|1|n|
- before update actions regrets:142.379|71.5275|0.0570707|0.0368687|
- mycard range:0.228411
- update strategy
- iter:12000
- after update actions regrets:-6089.44|277.711|-1200.76|-1473.78|
- after update actions average regrets:0|10087.3|597.998|227.936|
- AI take action:call, probability:0.92448, regret:277.711, randomc:0.868562
- total pot:16200
- python rec ai action: call
- community cards:2d|Jc|8h|4c|Kh|
- mycard:0, range:0.211124
- opp action:check
- total pot:16200
- before update actions:l|1|n|
- before update actions regrets:0.473726|65.8968|147.629|
- mycard range:0.211124
- update strategy
- iter:12000
- after update actions regrets:171.526|-346.051|-254.318|
- after update actions average regrets:10864.6|0|16.4387|
- AI take action:check, probability:0.998529, regret:171.526, randomc:0.559096
- total pot:16200
- python rec ai action: check
- -------------- game: 1812 -----------------
- win_money: 8100
- players: Bot, OpenStackTwo
- hand: Qc2c, Ts9s
- board: 2dJc8h4cKh
- action_history: 0:r300,1:r900,0:c/1:r1800,0:c/1:r5400,0:c/1:c,0:c
- total_win: 95600
- AI position:1
- AI card:2c|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.895103
- total pot:400
- python rec ai action: fold
- -------------- game: 1813 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 8d2c
- board:
- action_history: 0:r300,1:f
- total_win: 95500
- AI position:0
- AI card:2c|4c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.898|1392.91|594.667|14.8035|0.719761|0|0|0|
- after update actions regrets:0|136.898|1392.91|594.667|14.8035|0.719761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.27809, regret:594.667, randomc:0.895103
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kc|2d|4d|
- mycard:0, range:0.277882
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.971487|125.472|72.8924|14.1949|0.191694|0.05078|0.0478431|0.179445|
- after update actions regrets:0.971487|125.472|72.8924|14.1949|0.191694|0.05078|0.0478431|0.179445|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.341232, regret:72.8924, randomc:0.792423
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1814 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 4c2c,
- board: Kc2d4d
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 95800
- AI position:1
- AI card:Jc|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:35.5021|1949.67|0.52185|2.80895|143.295|8.20571|0|0|0|
- after update actions regrets:35.5021|1949.67|0.52185|2.80895|143.295|8.20571|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.912026, regret:1949.67, randomc:0.709479
- total pot:600
- python rec ai action: call
- community cards:5s|9c|3s|
- mycard:1, range:0.911059
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.996|0.230602|0.588058|0.0322612|0.0530746|0|0|0.1|
- after update actions regrets:212.996|0.230602|0.588058|0.0322612|0.0530746|0|0|0.1|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.996, randomc:0.22516
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5s|9c|3s|Qs|
- mycard:1, range:0.906785
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.222|0.232381|0.200247|0.345208|0|
- mycard range:0.906785
- update strategy
- iter:12000
- after update actions regrets:8066.05|-306.944|-20397|-39684.8|-2.04143e+06|
- after update actions average regrets:8487.43|1907.76|0.572643|0|0|
- AI take action:check, probability:0.816529, regret:8066.05, randomc:0.295167
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5s|9c|3s|Qs|2d|
- mycard:1, range:0.740328
- before update actions:l|1|2|4|n|
- before update actions regrets:94.3142|39.2787|79.9513|0.455733|0|
- mycard range:0.740328
- update strategy
- iter:12000
- after update actions regrets:5671.65|-5477.39|-2807.72|-22637.2|-307418|
- after update actions average regrets:9091.25|24.305|1037.39|46.7047|0|
- AI take action:check, probability:0.891449, regret:5671.65, randomc:0.394205
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:831.632|-60584|-17455|-20173.1|-126545|
- mycard range:0.740328
- update strategy
- iter:12000
- after update actions regrets:831.632|-132204|-33481|-47820.1|-232321|
- after update actions average regrets:20453.2|0|0|1.76404|0|
- AI take action:fold, probability:0.999951, regret:831.632, randomc:0.668361
- total pot:1200
- python rec ai action: fold
- -------------- game: 1815 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Jc8h
- board: 5s9c3sQs2d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 95500
- AI position:0
- AI card:4s|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions regrets:0|419.313|1218.34|492.545|9.47409|0.330491|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.569691, regret:1218.34, randomc:0.42845
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6s|6c|Jd|
- mycard:0, range:0.569316
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:69.7291|142.194|0.257865|1.80623|0.0130091|0|0|0|
- after update actions regrets:69.7291|142.194|0.257865|1.80623|0.0130091|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.325472, regret:69.7291, randomc:0.234784
- total pot:400
- python rec ai action: check
- community cards:6s|6c|Jd|3h|
- mycard:0, range:0.185504
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:3.76096|51.009|158.748|0.482102|0|
- mycard range:0.185504
- update strategy
- iter:12000
- after update actions regrets:13112.9|9353.5|-3561.13|-33662.4|-3.89339e+06|
- after update actions average regrets:4859.63|3423.68|2171.3|468.411|0|
- AI take action:check, probability:0.444923, regret:13112.9, randomc:0.102551
- total pot:400
- python rec ai action: check
- community cards:6s|6c|Jd|3h|6d|
- mycard:0, range:0.0825305
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.3|113.564|99.7762|0.359764|0|
- mycard range:0.0825305
- update strategy
- iter:12000
- after update actions regrets:-191446|1321.45|3752.66|-27693.8|-2.01661e+06|
- after update actions average regrets:0|8822.51|2085.11|0|0|
- AI take action:raise 400, probability:0.191162, regret:3752.66, randomc:0.875569
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1816 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 8d4s,
- board: 6s6cJd3h6d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 95700
- AI position:1
- AI card:5s|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.920056, regret:1968.1, randomc:0.374922
- total pot:400
- python rec ai action: fold
- -------------- game: 1817 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7d5s
- board:
- action_history: 0:r300,1:f
- total_win: 95600
- AI position:0
- AI card:5c|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|144.161|1361.67|628.054|6.10977|0|0|0|0|
- after update actions regrets:0|144.161|1361.67|628.054|6.10977|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.293595, regret:628.054, randomc:0.707214
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1818 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 5c5d,
- board:
- action_history: 0:r300,1:f
- total_win: 95700
- AI position:1
- AI card:Tc|Td
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:54.4781|22.6762|1174.11|466.126|157.035|253.197|7.73792|4.63598|
- after update actions regrets:54.4781|22.6762|1174.11|466.126|157.035|253.197|7.73792|4.63598|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.549368, regret:1174.11, randomc:0.225143
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:5h|Qs|Jd|
- mycard:1, range:0.548651
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:175.886|37.2041|0.803845|0.0592823|0.0468987|0|0|0|
- after update actions regrets:175.886|37.2041|0.803845|0.0592823|0.0468987|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.825472, regret:175.886, randomc:0.562911
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|Qs|Jd|Qd|
- mycard:1, range:0.450935
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:15.3571|174.024|24.6056|0.0130772|0|
- mycard range:0.450935
- update strategy
- iter:12000
- after update actions regrets:1229.22|1769.89|-1972.53|-25177.1|-310933|
- after update actions average regrets:5897.26|4615.41|53.3209|0|0|
- AI take action:check, probability:0.558164, regret:1229.22, randomc:0.0479619
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5h|Qs|Jd|Qd|2s|
- mycard:1, range:0.251683
- before update actions:l|1|2|4|n|
- before update actions regrets:116.277|21.8581|75.6179|0.247309|0|
- mycard range:0.251683
- update strategy
- iter:12000
- after update actions regrets:240.297|-2026.12|1437.64|-11164.7|-129056|
- after update actions average regrets:2019.74|2.2514|8238.38|0|0|
- AI take action:check, probability:0.196803, regret:240.297, randomc:0.182071
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-21040.9|340.149|-11917.9|-19182.9|-36896.9|
- mycard range:0.251683
- update strategy
- iter:12000
- after update actions regrets:-43745.9|340.149|-27264.9|-40202.9|-62773.9|
- after update actions average regrets:0|18913|0|0|0|
- AI take action:call, probability:1, regret:340.149, randomc:0.205884
- total pot:1800
- python rec ai action: call
- -------------- game: 1819 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: 5cAd, TcTd
- board: 5hQsJdQd2s
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:c
- total_win: 96600
- AI position:0
- AI card:Ad|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions regrets:0|49.7671|1324.49|735.825|27.8392|2.07955|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.34394, regret:735.825, randomc:0.727704
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7h|9h|Jc|
- mycard:0, range:0.343843
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:23.7723|92.5227|60.8909|32.3162|4.27454|0.0622533|0.0205479|0.140608|
- after update actions regrets:23.7723|92.5227|60.8909|32.3162|4.27454|0.0622533|0.0205479|0.140608|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.28436, regret:60.8909, randomc:0.700566
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:7h|9h|Jc|2h|
- mycard:0, range:0.0978362
- turn subgame infoset node:1228992
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:0.426284|2.11898|210.581|0.873836|0|
- mycard range:0.0978362
- update strategy
- iter:12000
- after update actions regrets:-164823|38764.3|47329.7|-240387|-1.9703e+06|
- after update actions average regrets:102.069|5105.09|5029.74|317.666|0|
- AI take action:raise 900, probability:0.483749, regret:38764.3, randomc:0.0248284
- total pot:2700
- python rec ai action: raise 900
- opp action:call
- total pot:3600
- community cards:7h|9h|Jc|2h|Jd|
- mycard:0, range:0.047322
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:9.73093|189.144|13.5398|1.15959|0.425492|
- mycard range:0.047322
- update strategy
- iter:12000
- after update actions regrets:-876.631|923.782|-5512.82|-6086.2|-8739.94|
- after update actions average regrets:0|10739|0|0|0|
- AI take action:call, probability:1, regret:923.782, randomc:0.137396
- total pot:10800
- python rec ai action: call
- -------------- game: 1820 -----------------
- win_money: -5400
- players: Bot, OpenStackTwo
- hand: AhAd, 3h5h
- board: 7h9hJc2hJd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r900,1:c/1:r3600,0:c
- total_win: 91200
- AI position:1
- AI card:3d|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.918782
- total pot:400
- python rec ai action: fold
- -------------- game: 1821 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jh3d
- board:
- action_history: 0:r300,1:f
- total_win: 91100
- AI position:0
- AI card:Jc|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions regrets:0|108.702|1578.68|446.515|6.10751|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.68, randomc:0.326529
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3c|Ts|2c|
- mycard:0, range:0.737699
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:4.01725|171.988|36.8684|0.155378|0.963442|0.00735294|0|0|
- after update actions regrets:4.01725|171.988|36.8684|0.155378|0.963442|0.00735294|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.810427, regret:171.988, randomc:0.823064
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:3c|Ts|2c|4c|
- mycard:0, range:0.592876
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:212.98|0.909179|0.0422781|0.0683298|0|
- mycard range:0.592876
- update strategy
- iter:12000
- after update actions regrets:13370.9|20028.8|-557.062|10696|-1.77774e+06|
- after update actions average regrets:6055.47|1906.22|2581.71|274.005|0|
- AI take action:raise 800, probability:0.238628, regret:-557.062, randomc:0.89124
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1822 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 6hJc,
- board: 3cTs2c4c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 91500
- AI position:1
- AI card:3s|7h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2080.26|0.0369223|15.509|3.33738|3.66267|36.1969|0.995877|0|
- after update actions regrets:2080.26|0.0369223|15.509|3.33738|3.66267|36.1969|0.995877|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.973327, regret:2080.26, randomc:0.795326
- total pot:200
- python rec ai action: check
- community cards:Qh|5c|Ad|
- mycard:1, range:0.972085
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.583|0.752819|0.659858|0.00430898|0|0|0|0|
- after update actions regrets:212.583|0.752819|0.659858|0.00430898|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.583, randomc:0.118888
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qh|5c|Ad|Jh|
- mycard:1, range:0.965648
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:207.622|6.37755|0|0|0|
- mycard range:0.965648
- update strategy
- iter:12000
- after update actions regrets:246.205|-2481.04|-1275.42|-6628.42|-253120|
- after update actions average regrets:10398|0|0|0|0|
- AI take action:check, probability:1, regret:246.205, randomc:0.0549673
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Qh|5c|Ad|Jh|2d|
- mycard:1, range:0.965648
- before update actions:l|1|2|4|n|
- before update actions regrets:69.9892|40.0759|76.9283|27.0067|0|
- mycard range:0.965648
- update strategy
- iter:12000
- after update actions regrets:193.422|-91.4909|-678.639|-819.56|-93202.6|
- after update actions average regrets:10268.8|178.975|2.16703|0|0|
- AI take action:check, probability:0.982772, regret:193.422, randomc:0.97361
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214.199|-6397.22|-2684.11|-3813.76|-33778.2|
- mycard range:0.965648
- update strategy
- iter:12000
- after update actions regrets:214.199|-12826.2|-1919.11|-4223.76|-39047.2|
- after update actions average regrets:20786|0|0|0|0|
- AI take action:fold, probability:1, regret:214.199, randomc:0.273459
- total pot:400
- python rec ai action: fold
- -------------- game: 1823 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7h3s
- board: Qh5cAdJh2d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 91400
- AI position:0
- AI card:9c|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.248831, regret:532.184, randomc:0.867856
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4c|Tc|6d|
- mycard:0, range:0.248684
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:12.0285|105.618|21.6915|69.365|5.29733|0|0|0|
- after update actions regrets:12.0285|105.618|21.6915|69.365|5.29733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.495283, regret:105.618, randomc:0.274866
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:4c|Tc|6d|3d|
- mycard:0, range:0.122736
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:17.7638|170.818|21.2544|4.16354|0|
- mycard range:0.122736
- update strategy
- iter:12000
- after update actions regrets:57937.8|30835.8|39306.2|-4913.85|-541045|
- after update actions average regrets:5019.14|2519.24|2353.36|903.258|0|
- AI take action:raise 600, probability:0.23337, regret:30835.8, randomc:0.67722
- total pot:1800
- python rec ai action: raise 600
- opp action:call
- total pot:2400
- community cards:4c|Tc|6d|3d|2h|
- mycard:0, range:0.028643
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|31.8774|137.018|45.1048|0|
- mycard range:0.028643
- update strategy
- iter:12000
- after update actions regrets:-2.52066e+06|-40470.9|14466.3|20783.4|-660508|
- after update actions average regrets:0|81.4621|9816.81|863.185|0|
- AI take action:raise 2400, probability:0.912268, regret:14466.3, randomc:0.630753
- total pot:4800
- python rec ai action: raise 2400
- -------------- game: 1824 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: 5d9c,
- board: 4cTc6d3d2h
- action_history: 0:r300,1:c/1:c,0:r300,1:c/1:c,0:r600,1:c/1:c,0:r2400,1:f
- total_win: 92600
- AI position:1
- AI card:9c|9h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.184|23.9579|1270.59|448.209|124.024|58.2925|2.02722|2.71718|
- after update actions regrets:210.184|23.9579|1270.59|448.209|124.024|58.2925|2.02722|2.71718|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.594291, regret:1270.59, randomc:0.622415
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9d|9s|2c|
- mycard:1, range:0.593733
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:109.692|100.332|3.78193|0.19309|0|0|0|0|
- after update actions regrets:109.692|100.332|3.78193|0.19309|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.514151, regret:109.692, randomc:0.181146
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9d|9s|2c|5s|
- mycard:1, range:0.304337
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:104.421|100.414|3.23957|5.92484|0|
- mycard range:0.304337
- update strategy
- iter:12000
- after update actions regrets:6195.35|3833|4975.83|4445.51|-221671|
- after update actions average regrets:1970.34|2815.81|2497.4|2640.19|0|
- AI take action:check, probability:0.198549, regret:6195.35, randomc:0.157937
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:9d|9s|2c|5s|Td|
- mycard:1, range:0.0604255
- before update actions:l|1|2|4|n|
- before update actions regrets:85.5091|78.1759|39.16|11.119|0.0360337|
- mycard range:0.0604255
- update strategy
- iter:12000
- after update actions regrets:4316.81|-1799.15|-4894.17|-2327.94|3056.71|
- after update actions average regrets:6800.49|2341.19|0|0.335521|1160.14|
- AI take action:check, probability:0.66013, regret:4316.81, randomc:0.38952
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-54827.3|-24903.3|-4574.26|-1125.6|1552.03|
- mycard range:0.0604255
- update strategy
- iter:12000
- after update actions regrets:-98867.7|-46445.7|-9145.73|-4173.06|1568.56|
- after update actions average regrets:0|0|0|1112.72|19586.6|
- AI take action:allin, probability:1, regret:1568.56, randomc:0.410943
- total pot:20900
- python rec ai action: allin
- -------------- game: 1825 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , 9c9h
- board: 9d9s2c5sTd
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:r19700,0:f
- total_win: 93500
- AI position:0
- AI card:9c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions regrets:524.661|389.44|814.431|393.318|16.5017|1.64854|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.183903, regret:393.318, randomc:0.924105
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.346917
- total pot:1200
- python rec ai action: fold
- -------------- game: 1826 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: 9c4h,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 93200
- AI position:1
- AI card:4s|As
- -------------- game: 1827 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 4sAs
- board:
- action_history: 0:f
- total_win: 93250
- AI position:0
- AI card:Qs|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions regrets:0|98.7486|1597.28|443.394|0.576999|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0458372, regret:98.7486, randomc:0.0420359
- total pot:200
- python rec ai action: call
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:9.08603|1939.58|90.5926|100.745|0|
- after update actions regrets:9.08603|1939.58|90.5926|100.745|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.906922, regret:1939.58, randomc:0.782224
- total pot:600
- python rec ai action: call
- community cards:Kd|Jc|9c|
- mycard:0, range:0.0418225
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.412|18.2499|0.326565|0.0111363|0|0|0|0|
- after update actions regrets:195.412|18.2499|0.326565|0.0111363|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.915493, regret:195.412, randomc:0.663547
- total pot:600
- python rec ai action: check
- community cards:Kd|Jc|9c|4h|
- mycard:0, range:0.0381899
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.847|0.153404|0|0|0|
- mycard range:0.0381899
- update strategy
- iter:12000
- after update actions regrets:4177.25|2590.56|-14680.6|-26414.6|-937425|
- after update actions average regrets:4877.69|6052.56|0|0|0|
- AI take action:raise 300, probability:0.553756, regret:2590.56, randomc:0.587165
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1828 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 9hQs,
- board: KdJc9c4h
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:c,0:r300,1:f
- total_win: 93550
- AI position:1
- AI card:Ts|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:940.116|12.9862|747.933|271.128|89.3522|78.3514|0.133437|0|
- after update actions regrets:940.116|12.9862|747.933|271.128|89.3522|78.3514|0.133437|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.439869, regret:940.116, randomc:0.134223
- total pot:200
- python rec ai action: check
- community cards:9c|Qc|9s|
- mycard:1, range:0.439306
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.766|2.96993|1.03834|0.00100953|0.160279|0.0640688|0|0|
- after update actions regrets:209.766|2.96993|1.03834|0.00100953|0.160279|0.0640688|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.766, randomc:0.0370716
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:9c|Qc|9s|3h|
- mycard:1, range:0.430615
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:197.309|16.6913|0|0|0|
- mycard range:0.430615
- update strategy
- iter:12000
- after update actions regrets:2549.68|1748.07|-933.625|1292.37|-22502.6|
- after update actions average regrets:4320.39|3608.96|301.094|2203.79|0|
- AI take action:raise 100, probability:0.345859, regret:1748.07, randomc:0.472374
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:9c|Qc|9s|3h|5h|
- mycard:1, range:0.14894
- before update actions:l|1|2|4|n|
- before update actions regrets:213.621|0.158353|0.119777|0.101235|0|
- mycard range:0.14894
- update strategy
- iter:12000
- after update actions regrets:556.641|-11122.8|-12976.9|-13399.9|-41683|
- after update actions average regrets:10527|0|0|0|0|
- AI take action:check, probability:1, regret:556.641, randomc:0.573923
- total pot:400
- python rec ai action: check
- -------------- game: 1829 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: 3c4d, TsKd
- board: 9cQc9s3h5h
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:c,0:c
- total_win: 93350
- AI position:0
- AI card:3c|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.607394, regret:1298.43, randomc:0.264992
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1463.33|676.671|0|0|
- after update actions regrets:1463.33|676.671|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.316036, regret:676.671, randomc:0.881044
- total pot:1200
- python rec ai action: call
- community cards:3h|9c|6c|
- mycard:0, range:0.191853
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|8|n|
- before update actions regrets:2.0812|74.1187|76.6462|54.2964|6.75746|0|0.1|
- after update actions regrets:2.0812|74.1187|76.6462|54.2964|6.75746|0|0.1|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:raise 3000, probability:0.358491, regret:76.6462, randomc:0.372321
- total pot:5400
- python rec ai action: raise 3000
- opp action:raise 10200
- total pot:14400
- before update actions:d|l|n|
- before update actions regrets:206.881|7.01547|0.103968|
- after update actions regrets:206.881|7.01547|0.103968|
- after update actions average regrets:0|0|0|
- AI take action:fold, probability:0.967136, regret:206.881, randomc:0.261424
- total pot:14400
- python rec ai action: fold
- -------------- game: 1830 -----------------
- win_money: -3600
- players: Bot, OpenStackTwo
- hand: 5d3c,
- board: 3h9c6c
- action_history: 0:r200,1:r600,0:c/1:r1200,0:r3000,1:r10200,0:f
- total_win: 89750
- AI position:1
- AI card:As|2c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions regrets:268.571|1758.86|0.0735395|0.129718|85.15|27.2137|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.822264, regret:1758.86, randomc:0.693012
- total pot:600
- python rec ai action: call
- community cards:Ac|9d|7c|
- mycard:1, range:0.821898
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:150.66|48.7599|13.7443|0.418349|0.22153|0.0124508|0.0566251|0.12635|
- after update actions regrets:150.66|48.7599|13.7443|0.418349|0.22153|0.0124508|0.0566251|0.12635|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.7109, regret:150.66, randomc:0.143895
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|9d|7c|3h|
- mycard:1, range:0.578633
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:107.767|15.2547|90.6157|0.279357|0.082952|
- mycard range:0.578633
- update strategy
- iter:12000
- after update actions regrets:19022.6|9961.58|14928.9|5048.6|-1.08355e+06|
- after update actions average regrets:4721.42|2585.7|2546.86|562.829|0|
- AI take action:check, probability:0.453332, regret:19022.6, randomc:0.094694
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ac|9d|7c|3h|Ad|
- mycard:1, range:0.262266
- before update actions:l|1|2|4|n|
- before update actions regrets:119.076|78.5611|0.466688|15.842|0.0546595|
- mycard range:0.262266
- update strategy
- iter:12000
- after update actions regrets:12756.8|-1320.71|-17304.8|-12673.4|-161461|
- after update actions average regrets:5983.06|3768.25|467.856|17.2885|0|
- AI take action:check, probability:0.584563, regret:12756.8, randomc:0.421888
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:-481851|-157893|-12593|2340.3|-55309.3|
- mycard range:0.262266
- update strategy
- iter:12000
- after update actions regrets:-897817|-292503|-16907|2340.3|-124960|
- after update actions average regrets:0|0|42.8495|20644.8|0|
- AI take action:raise 2400, probability:1, regret:2340.3, randomc:0.714943
- total pot:3600
- python rec ai action: raise 2400
- -------------- game: 1831 -----------------
- win_money: 2700
- players: OpenStackTwo, Bot
- hand: Th9s, 2cAs
- board: Ac9d7c3hAd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:r600,1:r2400,0:c
- total_win: 92450
- AI position:0
- AI card:Ac|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions regrets:0|90.8982|1279.89|763.894|5.19465|0.126887|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.598503, regret:1279.89, randomc:0.497669
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4c|6c|8d|
- mycard:0, range:0.598078
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:141.644|29.8694|38.8272|3.10754|0.551971|0|0|0|
- after update actions regrets:141.644|29.8694|38.8272|3.10754|0.551971|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.668246, regret:141.644, randomc:0.0984118
- total pot:400
- python rec ai action: check
- community cards:4c|6c|8d|Jh|
- mycard:0, range:0.39586
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:213.503|0.285822|0.211295|0|0|0|
- mycard range:0.39586
- update strategy
- iter:12000
- after update actions regrets:9485.33|-42231.9|-63251|-93033.2|-146297|-1.66453e+06|
- after update actions average regrets:10584|0|0|0|0|0|
- AI take action:fold, probability:1, regret:9485.33, randomc:0.853075
- total pot:800
- python rec ai action: fold
- -------------- game: 1832 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Ac9d,
- board: 4c6c8dJh
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 92250
- AI position:1
- AI card:3d|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.504607
- total pot:400
- python rec ai action: fold
- -------------- game: 1833 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3dTh
- board:
- action_history: 0:r300,1:f
- total_win: 92150
- AI position:0
- AI card:4d|9d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.582|1522.54|497.167|5.67307|0.0327013|0|0|0|
- after update actions regrets:0|114.582|1522.54|497.167|5.67307|0.0327013|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.71188, regret:1522.54, randomc:0.187707
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5c|Ks|Ah|
- mycard:0, range:0.711469
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:108.727|49.0576|52.8913|1.44858|1.87529|0|0|0|
- after update actions regrets:108.727|49.0576|52.8913|1.44858|1.87529|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.511848, regret:108.727, randomc:0.0947107
- total pot:400
- python rec ai action: check
- community cards:5c|Ks|Ah|8s|
- mycard:0, range:0.361477
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:212.86|1.01604|0.123581|0|0|
- mycard range:0.361477
- update strategy
- iter:12000
- after update actions regrets:15975.9|-34923|-61292.9|-58201|-2.38807e+06|
- after update actions average regrets:10250.7|129.513|248.496|28.2709|0|
- AI take action:check, probability:0.96199, regret:15975.9, randomc:0.651681
- total pot:400
- python rec ai action: check
- community cards:5c|Ks|Ah|8s|3h|
- mycard:0, range:0.347696
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.158361|149.182|63.5541|1.06513|0.040575|
- mycard range:0.347696
- update strategy
- iter:12000
- after update actions regrets:-199440|-915.75|7735.62|-17291.9|-1.88818e+06|
- after update actions average regrets:0|4684.91|5732.02|183.973|0|
- AI take action:raise 400, probability:0.540806, regret:7735.62, randomc:0.829065
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1834 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 9d4d, 5hJd
- board: 5cKsAh8s3h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 91550
- AI position:1
- AI card:Jc|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1037.19|1102.81|0|0|0|0|0|0|0|
- after update actions regrets:1037.19|1102.81|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.515194, regret:1102.81, randomc:0.50383
- total pot:600
- python rec ai action: call
- community cards:6d|2c|5h|
- mycard:1, range:0.515331
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.179|0.437206|0.23377|0.0942299|0.0116386|0.0223387|0.015046|0.00709402|
- after update actions regrets:213.179|0.437206|0.23377|0.0942299|0.0116386|0.0223387|0.015046|0.00709402|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.179, randomc:0.890846
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:6d|2c|5h|Qd|
- mycard:1, range:0.513353
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:49.4524|97.2186|62.5589|4.77011|0|
- mycard range:0.513353
- update strategy
- iter:12000
- after update actions regrets:13194.6|-16854.7|-31531.3|-89580.1|-1.26314e+06|
- after update actions average regrets:10359.8|13.5706|3.78979|3.0526|0|
- AI take action:check, probability:0.998169, regret:13194.6, randomc:0.0176469
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:2068.31|-73914.5|-64969.5|-84407.5|-185802|
- mycard range:0.513353
- update strategy
- iter:12000
- after update actions regrets:2068.31|-131015|-100433|-135138|-263014|
- after update actions average regrets:20368|0|0|0|0|
- AI take action:fold, probability:1, regret:2068.31, randomc:0.145628
- total pot:1200
- python rec ai action: fold
- -------------- game: 1835 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , Jc7d
- board: 6d2c5hQd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 91250
- AI position:0
- AI card:2d|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12, randomc:0.171239
- total pot:150
- python rec ai action: fold
- -------------- game: 1836 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2d7h,
- board:
- action_history: 0:f
- total_win: 91200
- AI position:1
- AI card:Kd|5h
- -------------- game: 1837 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Kd5h
- board:
- action_history: 0:f
- total_win: 91250
- AI position:0
- AI card:4c|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions regrets:0|148.224|1495.13|483.645|12.6383|0.36103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.699252, regret:1495.13, randomc:0.171239
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1|2018.18|120.817|0|
- after update actions regrets:1|2018.18|120.817|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.943432, regret:2018.18, randomc:0.719259
- total pot:1200
- python rec ai action: call
- community cards:Qd|3s|4h|
- mycard:0, range:0.65889
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:198.207|5.24369|10.4253|0.000733803|0|0.01367|0.10942|
- after update actions regrets:198.207|5.24369|10.4253|0.000733803|0|0.01367|0.10942|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.929577, regret:198.207, randomc:0.638506
- total pot:1200
- python rec ai action: check
- community cards:Qd|3s|4h|Tc|
- mycard:0, range:0.610265
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:35.167|178.412|0.125871|0.0845125|0.210402|0|
- mycard range:0.610265
- update strategy
- iter:12000
- after update actions regrets:-255.695|231.55|-401.737|-651.778|-677.652|-5535.86|
- after update actions average regrets:109.471|10275.7|112.26|210.234|0|0|
- AI take action:call, probability:0.959742, regret:231.55, randomc:0.192963
- total pot:3600
- python rec ai action: call
- community cards:Qd|3s|4h|Tc|Ts|
- mycard:0, range:0.585645
- opp action:raise 3600
- total pot:7200
- before update actions:d|l|1|2|n|
- before update actions regrets:116.029|44.9129|34.0327|2.46469|16.5604|
- mycard range:0.585645
- update strategy
- iter:12000
- after update actions regrets:153.392|-69.7241|-378.513|-1264.08|-1903.99|
- after update actions average regrets:9587.17|1174.46|0|0|0|
- AI take action:fold, probability:0.890902, regret:153.392, randomc:0.12639
- total pot:7200
- python rec ai action: fold
- -------------- game: 1838 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: 6c4c,
- board: Qd3s4hTcTs
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:c/1:r3600,0:f
- total_win: 89450
- AI position:1
- AI card:7c|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.000688666
- total pot:400
- python rec ai action: fold
- -------------- game: 1839 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7c4d
- board:
- action_history: 0:r300,1:f
- total_win: 89350
- AI position:0
- AI card:6s|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0509822, regret:109.112, randomc:0.000688666
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:6h|4c|5c|
- mycard:0, range:0.0509867
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:75.7758|124.097|14.0462|0.0676949|0.0130137|0|0|0|
- after update actions regrets:75.7758|124.097|14.0462|0.0676949|0.0130137|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.58216, regret:124.097, randomc:0.380225
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:6h|4c|5c|6d|
- mycard:0, range:0.0295669
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|148.563|65.171|0.266156|0|
- mycard range:0.0295669
- update strategy
- iter:12000
- after update actions regrets:-18311.5|5286.04|21358.6|-30605.3|-1.52442e+06|
- after update actions average regrets:138.984|2202.47|8518.05|9.65547|0|
- AI take action:raise 400, probability:0.783841, regret:21358.6, randomc:0.354249
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1840 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Td6s,
- board: 6h4c5c6d
- action_history: 0:c,1:c/1:c,0:r100,1:c/1:c,0:r400,1:f
- total_win: 89550
- AI position:1
- AI card:4s|9c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0185555
- total pot:400
- python rec ai action: fold
- -------------- game: 1841 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 9c4s
- board:
- action_history: 0:r300,1:f
- total_win: 89450
- AI position:0
- AI card:2c|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|174.397|1276.01|672.003|17.149|0.441632|0|0|0|
- after update actions regrets:0|174.397|1276.01|672.003|17.149|0.441632|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.59654, regret:1276.01, randomc:0.5329
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|2d|5d|
- mycard:0, range:0.596266
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.86577|150.083|49.0108|12.5746|0.418485|0|0.0475854|0|
- after update actions regrets:1.86577|150.083|49.0108|12.5746|0.418485|0|0.0475854|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.707547, regret:150.083, randomc:0.500377
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1842 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7c2c,
- board: 9c2d5d
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 89650
- AI position:1
- AI card:4s|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.592737
- total pot:400
- python rec ai action: fold
- -------------- game: 1843 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Th4s
- board:
- action_history: 0:r300,1:f
- total_win: 89550
- AI position:0
- AI card:Jc|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions regrets:0|38.1486|1401.67|676.78|22.2368|1.16542|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.655285, regret:1401.67, randomc:0.339795
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3c|2s|6d|
- mycard:0, range:0.654985
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.121|17.1909|0.33257|0.17998|0.0393944|0.0574291|0.0296535|0.0492197|
- after update actions regrets:196.121|17.1909|0.33257|0.17998|0.0393944|0.0574291|0.0296535|0.0492197|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.0798122, regret:17.1909, randomc:0.995365
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:4.23705|209.66|0.0740504|0.0285714|
- after update actions regrets:4.23705|209.66|0.0740504|0.0285714|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.981221, regret:209.66, randomc:0.900057
- total pot:2400
- python rec ai action: call
- community cards:3c|2s|6d|4d|
- mycard:0, range:0.0515489
- turn subgame infoset node:857920
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:208.946|4.1792|0.812207|0.06242|0|
- mycard range:0.0515489
- update strategy
- iter:12000
- after update actions regrets:2711.43|-10979.3|-61551.7|-118581|-729085|
- after update actions average regrets:10928|0|0|0|0|
- AI take action:check, probability:1, regret:2711.43, randomc:0.505115
- total pot:2400
- python rec ai action: check
- community cards:3c|2s|6d|4d|9h|
- mycard:0, range:0.0515489
- opp action:check
- total pot:2400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.68|0.190837|0.129246|0|0|
- mycard range:0.0515489
- update strategy
- iter:12000
- after update actions regrets:-1039.21|2100.3|-11798.8|-33280.2|-218381|
- after update actions average regrets:6849.73|3827.7|0|0|0|
- AI take action:check, probability:0.641532, regret:-1039.21, randomc:0.119436
- total pot:2400
- python rec ai action: check
- -------------- game: 1844 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: JcJd, 6sKc
- board: 3c2s6d4d9h
- action_history: 0:r200,1:c/1:c,0:r200,1:r1000,0:c/1:c,0:c/1:c,0:c
- total_win: 90750
- AI position:1
- AI card:6c|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52, randomc:0.692929
- total pot:400
- python rec ai action: fold
- -------------- game: 1845 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Th6c
- board:
- action_history: 0:r300,1:f
- total_win: 90650
- AI position:0
- AI card:7s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions regrets:0|127.144|1481.58|522.906|8.36831|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.692703, regret:1481.58, randomc:0.692929
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ah|2h|8d|
- mycard:0, range:0.692328
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:33.6584|160.47|16.9751|2.89649|0|0|0|0|
- after update actions regrets:33.6584|160.47|16.9751|2.89649|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.758294, regret:160.47, randomc:0.817183
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Ah|2h|8d|3h|
- mycard:0, range:0.519149
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:117.622|1.07428|94.3926|0.91117|0|
- mycard range:0.519149
- update strategy
- iter:12000
- after update actions regrets:-27621.7|18440.7|16769.1|-29178.4|-3.63455e+06|
- after update actions average regrets:307.01|5059.85|5412.9|121.962|0|
- AI take action:raise 800, probability:0.496559, regret:16769.1, randomc:0.841575
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1846 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 5d7s,
- board: Ah2h8d3h
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 91050
- AI position:1
- AI card:3s|Qc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions regrets:2105.62|2.43923|29.4092|0.139835|0.188243|1.77023|0.435634|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985026, regret:2105.62, randomc:0.913927
- total pot:200
- python rec ai action: check
- community cards:4c|8d|3d|
- mycard:1, range:0.983933
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.183|3.15765|0.456151|0.183802|0.0182866|0.000704789|0|0|
- after update actions regrets:210.183|3.15765|0.456151|0.183802|0.0182866|0.000704789|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.183, randomc:0.398058
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4c|8d|3d|6h|
- mycard:1, range:0.966385
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.406|0.373097|0.169995|0.0508771|0|
- mycard range:0.966385
- update strategy
- iter:12000
- after update actions regrets:2577.53|295.495|-948.708|-3983.83|-225268|
- after update actions average regrets:7313.02|1855.29|708.583|427.242|0|
- AI take action:raise 100, probability:0.180045, regret:295.495, randomc:0.734103
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1847 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 3sQc
- board: 4c8d3d6h
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:f
- total_win: 91150
- AI position:0
- AI card:Qs|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions regrets:0|77.6677|1619.83|441.886|0.621064|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.757604, regret:1619.83, randomc:0.628029
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Th|2h|5c|
- mycard:0, range:0.756928
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:51.772|135.201|23.5803|3.26164|0.132213|0.0525871|0|0|
- after update actions regrets:51.772|135.201|23.5803|3.26164|0.132213|0.0525871|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.636792, regret:135.201, randomc:0.406209
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1848 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Qs8d,
- board: Th2h5c
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 91350
- AI position:1
- AI card:7c|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions regrets:1968.1|171.363|0|0.00312625|0.531871|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.920056, regret:1968.1, randomc:0.0984041
- total pot:400
- python rec ai action: fold
- -------------- game: 1849 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7c5h
- board:
- action_history: 0:r300,1:f
- total_win: 91250
- AI position:0
- AI card:7c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09, randomc:0.682275
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Js|Kc|Kd|
- mycard:0, range:0.751911
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.0825144|102.395|80.131|27.7639|3.28099|0.21406|0.120095|0.012489|
- after update actions regrets:0.0825144|102.395|80.131|27.7639|3.28099|0.21406|0.120095|0.012489|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 800, probability:0.127358, regret:27.7639, randomc:0.904397
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1850 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 7cKh,
- board: JsKcKd
- action_history: 0:r200,1:c/1:c,0:r800,1:f
- total_win: 91450
- AI position:1
- AI card:Qh|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1.26525|720.313|5.74412|22.7905|1356.22|32.5365|0.0728563|0.168146|0.889475|
- after update actions regrets:1.26525|720.313|5.74412|22.7905|1356.22|32.5365|0.0728563|0.168146|0.889475|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.634831, regret:1356.22, randomc:0.785343
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:4c|7h|Tc|
- mycard:1, range:0.633748
- before update actions:l|1|2|4|8|n|
- before update actions regrets:212.737|0.861996|0.271539|0|0.00801525|0.121789|
- after update actions regrets:212.737|0.861996|0.271539|0|0.00801525|0.121789|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.737, randomc:0.838401
- total pot:3000
- python rec ai action: check
- opp action:raise 3000
- total pot:6000
- before update actions:d|l|1|2|n|
- before update actions regrets:213.625|0.0469484|0.0747223|0|0.253695|
- after update actions regrets:213.625|0.0469484|0.0747223|0|0.253695|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.625, randomc:0.60693
- total pot:6000
- python rec ai action: fold
- -------------- game: 1851 -----------------
- win_money: -1500
- players: OpenStackTwo, Bot
- hand: , QhKh
- board: 4c7hTc
- action_history: 0:r300,1:r1500,0:c/1:c,0:r3000,1:f
- total_win: 89950
- AI position:0
- AI card:Js|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656996, regret:1404.99, randomc:0.584016
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1852 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: JsKh,
- board:
- action_history: 0:r200,1:f
- total_win: 90050
- AI position:1
- AI card:5h|Ah
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.91218|1333.18|4.03338|12.1245|775.138|10.4489|0.159888|0|0|
- after update actions regrets:4.91218|1333.18|4.03338|12.1245|775.138|10.4489|0.159888|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.62348, regret:1333.18, randomc:0.147313
- total pot:600
- python rec ai action: call
- community cards:Th|9h|Kh|
- mycard:1, range:0.622983
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:173.045|29.3646|9.1164|1.9435|0.335172|0.0523968|0.142723|0|
- after update actions regrets:173.045|29.3646|9.1164|1.9435|0.335172|0.0523968|0.142723|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.0424528, regret:9.1164, randomc:0.969914
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1853 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ah5h
- board: Th9hKh
- action_history: 0:r300,1:c/1:r600,0:f
- total_win: 90350
- AI position:0
- AI card:8s|6c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions regrets:0|119.558|1505.92|509.996|4.52782|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.238184, regret:509.996, randomc:0.858329
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1854 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 6c8s,
- board:
- action_history: 0:r300,1:f
- total_win: 90450
- AI position:1
- AI card:Td|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.55717|1387.04|4.96487|14.0742|721.512|7.26846|0|0|0.583903|
- after update actions regrets:4.55717|1387.04|4.96487|14.0742|721.512|7.26846|0|0|0.583903|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.649041, regret:1387.04, randomc:0.348464
- total pot:600
- python rec ai action: call
- community cards:Th|5h|9s|
- mycard:1, range:0.648149
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:172.021|39.4548|1.84541|0.298349|0.115849|0.0349489|0.188955|0.0407755|
- after update actions regrets:172.021|39.4548|1.84541|0.298349|0.115849|0.0349489|0.188955|0.0407755|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.811321, regret:172.021, randomc:0.0188844
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0|206.567|2.51749|4.44028|0.475499|
- after update actions regrets:0|206.567|2.51749|4.44028|0.475499|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.971698, regret:206.567, randomc:0.241051
- total pot:1800
- python rec ai action: call
- community cards:Th|5h|9s|3d|
- mycard:1, range:0.502909
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:213.541|0.353309|0.0179982|0.0820018|0.00570214|
- mycard range:0.502909
- update strategy
- iter:12000
- after update actions regrets:10177.6|-7509.18|-29128.5|-120650|-586204|
- after update actions average regrets:10157.4|381.04|46.7372|0|0|
- AI take action:check, probability:0.959656, regret:10177.6, randomc:0.73753
- total pot:1800
- python rec ai action: check
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|n|
- before update actions regrets:-45145.1|6400.71|-6805.02|-22227|-33757.1|
- mycard range:0.502909
- update strategy
- iter:12000
- after update actions regrets:-99930|7308.79|-6267.94|-31793.9|-32027|
- after update actions average regrets:0|20802.6|622.379|0|4.99823|
- AI take action:call, probability:0.970786, regret:7308.79, randomc:0.516307
- total pot:5400
- python rec ai action: call
- community cards:Th|5h|9s|3d|Kd|
- mycard:1, range:0.468457
- before update actions:l|1|2|4|n|
- before update actions regrets:213.9|0|0.00985678|0|0.0901432|
- mycard range:0.468457
- update strategy
- iter:12000
- after update actions regrets:620.385|-19889.5|-42306.5|-47256.5|-159263|
- after update actions average regrets:10324|0|0|0|0|
- AI take action:check, probability:1, regret:620.385, randomc:0.421604
- total pot:5400
- python rec ai action: check
- -------------- game: 1855 -----------------
- win_money: 2700
- players: OpenStackTwo, Bot
- hand: 4hAh, TdQd
- board: Th5h9s3dKd
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:r1800,1:c/1:c,0:c
- total_win: 93150
- AI position:0
- AI card:Qc|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.739354, regret:1580.8, randomc:0.365868
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|Td|6h|
- mycard:0, range:0.73869
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:14.2196|183.27|16.2758|0.109322|0.0909243|0|0|0.034612|
- after update actions regrets:14.2196|183.27|16.2758|0.109322|0.0909243|0|0|0.034612|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.0657277, regret:14.2196, randomc:0.0570395
- total pot:400
- python rec ai action: check
- community cards:8h|Td|6h|8s|
- mycard:0, range:0.0490836
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.978425|0.0732973|201.936|11.0119|0|
- mycard range:0.0490836
- update strategy
- iter:12000
- after update actions regrets:876.716|23279.8|-13503.3|-74933.3|-6.05575e+06|
- after update actions average regrets:2237.16|7198.78|1346.45|0|0|
- AI take action:raise 200, probability:0.667656, regret:23279.8, randomc:0.373225
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1856 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: ThQc,
- board: 8hTd6h8s
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 93350
- AI position:1
- AI card:Ts|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.899345, regret:1921.99, randomc:0.75801
- total pot:600
- python rec ai action: call
- community cards:7d|6h|Ad|
- mycard:1, range:0.898124
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.355|1.83|4.66473|0.0989274|0.0335144|0|0|0.0177696|
- after update actions regrets:207.355|1.83|4.66473|0.0989274|0.0335144|0|0|0.0177696|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976415, regret:207.355, randomc:0.229278
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|6h|Ad|7h|
- mycard:1, range:0.870236
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:207.801|4.79334|1.22077|0.185072|0|
- mycard range:0.870236
- update strategy
- iter:12000
- after update actions regrets:-903.622|14594.8|-6130.73|-31459|-1.27458e+06|
- after update actions average regrets:2240.98|6827.63|1251.62|41.868|0|
- AI take action:raise 300, probability:0.65904, regret:14594.8, randomc:0.609377
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1857 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8hTs
- board: 7d6hAd7h
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:f
- total_win: 93650
- AI position:0
- AI card:4s|Tc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.625351, regret:1337.26, randomc:0.17185
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|Ts|Qh|
- mycard:0, range:0.624888
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.462|0.473766|0.0623031|0|0.00175439|0|0|0|
- after update actions regrets:213.462|0.473766|0.0623031|0|0.00175439|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.462, randomc:0.9256
- total pot:400
- python rec ai action: check
- community cards:9d|Ts|Qh|Th|
- mycard:0, range:0.623317
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0|213.703|0.212371|0.0748857|0.0102041|
- mycard range:0.623317
- update strategy
- iter:12000
- after update actions regrets:-71579.3|26848.4|9811.91|-45624.2|-2.43679e+06|
- after update actions average regrets:0|4631.01|6335.39|0|0|
- AI take action:raise 400, probability:0.577695, regret:9811.91, randomc:0.985038
- total pot:800
- python rec ai action: raise 400
- -------------- game: 1858 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: Tc4s,
- board: 9dTsQhTh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r400,1:f
- total_win: 93850
- AI position:1
- AI card:2s|Jc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.989705, regret:2115.62, randomc:0.158639
- total pot:200
- python rec ai action: check
- community cards:Td|Qh|Jd|
- mycard:1, range:0.988609
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.081|3.67613|0.202737|0.0170332|0.0194688|0.00330758|0|0|
- after update actions regrets:210.081|3.67613|0.202737|0.0170332|0.0194688|0.00330758|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.081, randomc:0.516478
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Td|Qh|Jd|8d|
- mycard:1, range:0.970507
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:141.661|72.3392|0|0|0|
- mycard range:0.970507
- update strategy
- iter:12000
- after update actions regrets:1945.1|-780.22|-5108.56|-13305.6|-240257|
- after update actions average regrets:10260|410.832|0|0|0|
- AI take action:check, probability:0.961575, regret:1945.1, randomc:0.492585
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Td|Qh|Jd|8d|As|
- mycard:1, range:0.933142
- before update actions:l|1|2|4|n|
- before update actions regrets:213.807|0.114879|0.0283541|0.0493115|0|
- mycard range:0.933142
- update strategy
- iter:12000
- after update actions regrets:426.285|-1101.41|-4942.49|-7941.47|-41029.5|
- after update actions average regrets:10362|14.313|0|0|0|
- AI take action:check, probability:0.998651, regret:426.285, randomc:0.271276
- total pot:200
- python rec ai action: check
- -------------- game: 1859 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: Ts2c, Jc2s
- board: TdQhJd8dAs
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 93950
- AI position:0
- AI card:9s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.589|1347.81|670.756|8.84032|0|0|0|0|
- after update actions regrets:0|112.589|1347.81|670.756|8.84032|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.313524, regret:670.756, randomc:0.705488
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|1909.9|230.1|0|
- after update actions regrets:0|1909.9|230.1|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.892473, regret:1909.9, randomc:0.593916
- total pot:1800
- python rec ai action: call
- community cards:Td|Qs|Kd|
- mycard:0, range:0.279736
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:170.442|30.1576|13.1116|0.13671|0.0100927|0|0.141498|
- after update actions regrets:170.442|30.1576|13.1116|0.13671|0.0100927|0|0.141498|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.798122, regret:170.442, randomc:0.610067
- total pot:1800
- python rec ai action: check
- community cards:Td|Qs|Kd|2s|
- mycard:0, range:0.222798
- turn subgame infoset node:1228992
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.643|0.161389|0.0870133|0.0657754|0.0429694|
- mycard range:0.222798
- update strategy
- iter:12000
- after update actions regrets:-4372.45|75.1889|288.707|320.633|-1708.39|-1787.41|
- after update actions average regrets:0|5237.81|3891.21|1778.58|0|0|
- AI take action:raise 4500, probability:0.356776, regret:288.707, randomc:0.489914
- total pot:8100
- python rec ai action: raise 4500
- -------------- game: 1860 -----------------
- win_money: 2700
- players: Bot, OpenStackTwo
- hand: Ks9s,
- board: TdQsKd2s
- action_history: 0:r300,1:r900,0:c/1:c,0:c/1:r1800,0:r4500,1:f
- total_win: 96650
- AI position:1
- AI card:As|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.866635, regret:1852.02, randomc:0.468364
- total pot:600
- python rec ai action: call
- community cards:Ah|Qc|3h|
- mycard:1, range:0.865432
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201.363|10.7187|1.65114|0.14355|0|0.0481376|0.0210604|0.0544402|
- after update actions regrets:201.363|10.7187|1.65114|0.14355|0|0.0481376|0.0210604|0.0544402|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.948113, regret:201.363, randomc:0.403909
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ah|Qc|3h|4d|
- mycard:1, range:0.814326
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:6.11644|18.7977|188.619|0.425238|0.0415629|
- mycard range:0.814326
- update strategy
- iter:12000
- after update actions regrets:19964.6|4656.3|9465.12|6162.92|-1.19996e+06|
- after update actions average regrets:5145.91|2632.72|2281.71|351.874|0|
- AI take action:raise 600, probability:0.219137, regret:9465.12, randomc:0.869183
- total pot:1200
- python rec ai action: raise 600
- opp action:call
- total pot:1800
- community cards:Ah|Qc|3h|4d|Kc|
- mycard:1, range:0.17845
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0147472|212.495|1.4907|0|0|
- mycard range:0.17845
- update strategy
- iter:12000
- after update actions regrets:-43941.1|4730.41|-123038|-414457|-397979|
- after update actions average regrets:0|10570.3|12.8062|0|0|
- AI take action:raise 900, probability:0.998866, regret:4730.41, randomc:0.807273
- total pot:2700
- python rec ai action: raise 900
- opp action:allin
- total pot:21800
- before update actions:d|l|
- before update actions regrets:5614.06|-8150.92|
- mycard range:0.17845
- update strategy
- iter:12000
- after update actions regrets:14022|-25548|
- after update actions average regrets:18929.7|1994.64|
- AI take action:fold, probability:0.904698, regret:14022, randomc:0.663654
- total pot:21800
- python rec ai action: fold
- -------------- game: 1861 -----------------
- win_money: -1800
- players: OpenStackTwo, Bot
- hand: , As6d
- board: AhQc3h4dKc
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:r900,0:r19100,1:f
- total_win: 94850
- AI position:0
- AI card:8s|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65, randomc:0.260845
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Qd|Ah|8c|
- mycard:0, range:0.690958
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:133.657|80.2449|0.020458|0|0|0.0531523|0.0242483|0|
- after update actions regrets:133.657|80.2449|0.020458|0|0|0.0531523|0.0242483|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.375587, regret:80.2449, randomc:0.813117
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Qd|Ah|8c|Tc|
- mycard:0, range:0.259093
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.912|0.0617514|0.0264865|0|0|
- mycard range:0.259093
- update strategy
- iter:12000
- after update actions regrets:467.261|-114043|-140004|-271972|-4.29734e+06|
- after update actions average regrets:10957|0|0|0|0|
- AI take action:check, probability:1, regret:467.261, randomc:0.749379
- total pot:800
- python rec ai action: check
- community cards:Qd|Ah|8c|Tc|5d|
- mycard:0, range:0.259093
- opp action:raise 800
- total pot:1600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|186.906|0.930366|18.8226|7.34074|0|
- mycard range:0.259093
- update strategy
- iter:12000
- after update actions regrets:-559813|10672.3|250.336|-21564.1|-141627|-726648|
- after update actions average regrets:0|7377.51|3540.87|12.0409|0|0|
- AI take action:call, probability:0.674993, regret:10672.3, randomc:0.030818
- total pot:2400
- python rec ai action: call
- -------------- game: 1862 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: 8s5h, 3hJh
- board: QdAh8cTc5d
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:r800,0:c
- total_win: 96050
- AI position:1
- AI card:As|Jc
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions regrets:136.566|13.4758|917.715|516.956|248.579|303.131|3.07312|0.504571|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.141854, regret:303.131, randomc:0.950256
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 1863 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , AsJc
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 96150
- AI position:0
- AI card:2c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions regrets:2079.96|12.2175|9.6998|21.013|15.7493|1.35733|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972859, regret:2079.96, randomc:0.178231
- total pot:150
- python rec ai action: fold
- -------------- game: 1864 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3d2c,
- board:
- action_history: 0:f
- total_win: 96100
- AI position:1
- AI card:Tc|2d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.178231
- total pot:400
- python rec ai action: fold
- -------------- game: 1865 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Tc2d
- board:
- action_history: 0:r300,1:f
- total_win: 96000
- AI position:0
- AI card:5c|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.211413, regret:452.905, randomc:0.911829
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1866 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Jh5c,
- board:
- action_history: 0:r300,1:f
- total_win: 96100
- AI position:1
- AI card:Ts|5c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.175764
- total pot:400
- python rec ai action: fold
- -------------- game: 1867 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Ts5c
- board:
- action_history: 0:r300,1:f
- total_win: 96000
- AI position:0
- AI card:Kc|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions regrets:0|92.0915|1548.25|499.576|0.0817856|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.723703, regret:1548.25, randomc:0.178742
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|2s|Qs|
- mycard:0, range:0.723481
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.773085|182.201|19.3288|11.5025|0.113644|0.052898|0|0.0282367|
- after update actions regrets:0.773085|182.201|19.3288|11.5025|0.113644|0.052898|0|0.0282367|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.858491, regret:182.201, randomc:0.113908
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:9c|2s|Qs|4c|
- mycard:0, range:0.615976
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:190.032|17.5944|6.22907|0.0894687|0.0554552|
- mycard range:0.615976
- update strategy
- iter:12000
- after update actions regrets:28452.8|13959.3|-5729.04|-177001|-2.37727e+06|
- after update actions average regrets:6654.51|3491.1|668.723|6.75193|0|
- AI take action:check, probability:0.615029, regret:28452.8, randomc:0.319902
- total pot:800
- python rec ai action: check
- community cards:9c|2s|Qs|4c|Js|
- mycard:0, range:0.378799
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.222|0.59582|0.181818|0|0|
- mycard range:0.378799
- update strategy
- iter:12000
- after update actions regrets:6305.83|-62349.8|-146058|-309277|-2.48494e+06|
- after update actions average regrets:10563.9|93.1165|0|0|0|
- AI take action:check, probability:0.991273, regret:6305.83, randomc:0.782209
- total pot:800
- python rec ai action: check
- -------------- game: 1868 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: Kc9h, As7d
- board: 9c2sQs4cJs
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:c
- total_win: 96400
- AI position:1
- AI card:8c|5h
- -------------- game: 1869 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 5h8c
- board:
- action_history: 0:f
- total_win: 96450
- AI position:0
- AI card:9h|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|112.589|1347.81|670.756|8.84032|0|0|0|0|
- after update actions regrets:0|112.589|1347.81|670.756|8.84032|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.313524, regret:670.756, randomc:0.787203
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:4s|Qd|3d|
- mycard:0, range:0.313437
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:38.0505|44.0805|83.1442|47.7659|0.932084|0.014554|0|0.0122066|
- after update actions regrets:38.0505|44.0805|83.1442|47.7659|0.932084|0.014554|0|0.0122066|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 1200, probability:0.221698, regret:47.7659, randomc:0.814265
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1870 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 9hKh,
- board: 4sQd3d
- action_history: 0:r300,1:c/1:c,0:r1200,1:f
- total_win: 96750
- AI position:1
- AI card:As|6c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions regrets:25.2424|1852.02|0.91066|2.8172|239.547|19.4589|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.866635, regret:1852.02, randomc:0.320127
- total pot:600
- python rec ai action: call
- community cards:9c|3d|5h|
- mycard:1, range:0.865432
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.67|1.71279|3.21742|0.393242|0.00638599|0|0|0|
- after update actions regrets:208.67|1.71279|3.21742|0.393242|0.00638599|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.67, randomc:0.670828
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:80.2044|50.5771|74.3575|8.83047|0.030563|
- after update actions regrets:80.2044|50.5771|74.3575|8.83047|0.030563|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.235849, regret:50.5771, randomc:0.444683
- total pot:1800
- python rec ai action: call
- community cards:9c|3d|5h|7s|
- mycard:1, range:0.199443
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:212|1.5841|0.359329|0.0544297|0.00192196|
- mycard range:0.199443
- update strategy
- iter:12000
- after update actions regrets:10000.5|-20891|-6353.18|-20502.5|-593347|
- after update actions average regrets:9567.01|810.326|231.252|8.76474|0|
- AI take action:check, probability:0.901187, regret:10000.5, randomc:0.37455
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:9c|3d|5h|7s|3c|
- mycard:1, range:0.179713
- before update actions:l|1|2|4|n|
- before update actions regrets:2.48442|76.5476|108.871|26.0974|0|
- mycard range:0.179713
- update strategy
- iter:12000
- after update actions regrets:-18588.7|1429.36|1180.68|-7434.1|-45594.2|
- after update actions average regrets:0|5309.96|5236.93|0|0|
- AI take action:raise 1800, probability:0.496539, regret:1180.68, randomc:0.602498
- total pot:3600
- python rec ai action: raise 1800
- -------------- game: 1871 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: , As6c
- board: 9c3d5h7s3c
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:r1800,0:f
- total_win: 97650
- AI position:0
- AI card:4s|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0603368, regret:129.424, randomc:0.0336931
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:5c|Td|2h|
- mycard:0, range:0.0604786
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:11.1923|199.148|2.76533|0.728891|0.165399|0|0|0|
- after update actions regrets:11.1923|199.148|2.76533|0.728891|0.165399|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.938679, regret:199.148, randomc:0.858532
- total pot:300
- python rec ai action: raise 100
- opp action:raise 500
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:214|0|0|0|
- after update actions regrets:214|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:214, randomc:0.361057
- total pot:800
- python rec ai action: fold
- -------------- game: 1872 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qh4s,
- board: 5cTd2h
- action_history: 0:c,1:c/1:c,0:r100,1:r500,0:f
- total_win: 97450
- AI position:1
- AI card:Jc|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions regrets:6.69544|1527.98|3.86573|11.4297|581.878|8.15029|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.714888, regret:1527.98, randomc:0.334732
- total pot:600
- python rec ai action: call
- community cards:3c|Jh|7d|
- mycard:1, range:0.71401
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:201.222|11.7248|0.525352|0.274856|0.0322052|0.00163223|0.219312|0|
- after update actions regrets:201.222|11.7248|0.525352|0.274856|0.0322052|0.00163223|0.219312|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.948113, regret:201.222, randomc:0.711189
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.0387524|163.127|48.3987|2.16241|0.272847|
- after update actions regrets:0.0387524|163.127|48.3987|2.16241|0.272847|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.765258, regret:163.127, randomc:0.439208
- total pot:1800
- python rec ai action: call
- community cards:3c|Jh|7d|4c|
- mycard:1, range:0.511774
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:212.887|0.852211|0.0901689|0.0784246|0.0918516|
- mycard range:0.511774
- update strategy
- iter:12000
- after update actions regrets:6065.37|-43219.7|-75748.4|-97287.4|-724286|
- after update actions average regrets:10598.1|31.3301|0|0|0|
- AI take action:check, probability:0.997083, regret:6065.37, randomc:0.928109
- total pot:1800
- python rec ai action: check
- opp action:check
- total pot:1800
- community cards:3c|Jh|7d|4c|2s|
- mycard:1, range:0.510266
- before update actions:l|1|2|4|n|
- before update actions regrets:13.1717|151.62|49.1092|0|0.0990299|
- mycard range:0.510266
- update strategy
- iter:12000
- after update actions regrets:859.634|1487.35|3873.03|912.733|-118388|
- after update actions average regrets:2397.5|4534.2|2393.57|1093.86|0|
- AI take action:check, probability:0.230105, regret:859.634, randomc:0.151702
- total pot:1800
- python rec ai action: check
- -------------- game: 1873 -----------------
- win_money: 900
- players: OpenStackTwo, Bot
- hand: Qh7c, QdJc
- board: 3cJh7d4c2s
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:c,0:c/1:c,0:c
- total_win: 98350
- AI position:0
- AI card:8s|2c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36, randomc:0.684252
- total pot:150
- python rec ai action: fold
- -------------- game: 1874 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 8s2c,
- board:
- action_history: 0:f
- total_win: 98300
- AI position:1
- AI card:7d|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.95963|1387.8|2.803|10.1443|699.716|29.2272|0|0|0.353417|
- after update actions regrets:9.95963|1387.8|2.803|10.1443|699.716|29.2272|0|0|0.353417|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.327247, regret:699.716, randomc:0.684252
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1875 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8d7d
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 98600
- AI position:0
- AI card:Ts|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53, randomc:0.501826
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kc|7h|5s|
- mycard:0, range:0.708192
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:44.6802|146.604|7.47277|15.2432|0|0|0|0|
- after update actions regrets:44.6802|146.604|7.47277|15.2432|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.688679, regret:146.604, randomc:0.606348
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1876 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6dTs,
- board: Kc7h5s
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 98800
- AI position:1
- AI card:Kc|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.742041, regret:1585.7, randomc:0.201062
- total pot:200
- python rec ai action: check
- community cards:7d|Ah|As|
- mycard:1, range:0.740982
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:180.13|30.42|2.81322|0.583785|0.0467309|0.00656957|0|0|
- after update actions regrets:180.13|30.42|2.81322|0.583785|0.0467309|0.00656957|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.849057, regret:180.13, randomc:0.360075
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7d|Ah|As|6s|
- mycard:1, range:0.623705
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:136.741|77.0461|0.152245|0.0607941|0|
- mycard range:0.623705
- update strategy
- iter:12000
- after update actions regrets:1665.53|1.8304|-4916.06|-7055.15|-121864|
- after update actions average regrets:8196.09|2174.41|0|10.0679|0|
- AI take action:check, probability:0.789595, regret:1665.53, randomc:0.319736
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7d|Ah|As|6s|7s|
- mycard:1, range:0.492453
- before update actions:l|1|2|4|n|
- before update actions regrets:22.2715|1.12041|190.608|0|0|
- mycard range:0.492453
- update strategy
- iter:12000
- after update actions regrets:-272.203|466.646|832.133|771.525|-53451.5|
- after update actions average regrets:1040.86|2831.4|2814.06|3410.74|0|
- AI take action:check, probability:0.103021, regret:-272.203, randomc:0.0309624
- total pot:200
- python rec ai action: check
- -------------- game: 1877 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: Qc8d, Kc5d
- board: 7dAhAs6s7s
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 98900
- AI position:0
- AI card:6c|7h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions regrets:0|124.414|1529.43|483.231|2.92249|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.225912, regret:483.231, randomc:0.936316
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7s|Qc|Ad|
- mycard:0, range:0.225809
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.095|0.800116|0.245966|0.26687|0.457839|0.0146342|0.0499459|0.0700343|
- after update actions regrets:212.095|0.800116|0.245966|0.26687|0.457839|0.0146342|0.0499459|0.0700343|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.095, randomc:0.370733
- total pot:600
- python rec ai action: check
- community cards:7s|Qc|Ad|9c|
- mycard:0, range:0.223798
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.405|0.492162|0.0635221|0.0250639|0.014578|
- mycard range:0.223798
- update strategy
- iter:12000
- after update actions regrets:1708.59|-104224|-138957|-174323|-1.54836e+06|
- after update actions average regrets:10861|0|0|0|0|
- AI take action:check, probability:1, regret:1708.59, randomc:0.436781
- total pot:600
- python rec ai action: check
- community cards:7s|Qc|Ad|9c|Ac|
- mycard:0, range:0.223798
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:1.14006|212.644|0.21639|0|0|
- mycard range:0.223798
- update strategy
- iter:12000
- after update actions regrets:590.696|-59257.8|-110181|-188505|-1.85001e+06|
- after update actions average regrets:10691|0|0|0|0|
- AI take action:check, probability:1, regret:590.696, randomc:0.301576
- total pot:600
- python rec ai action: check
- -------------- game: 1878 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 7h6c, 4sTs
- board: 7sQcAd9cAc
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 99200
- AI position:1
- AI card:Td|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions regrets:2080.52|59.4766|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.972417, regret:2080.52, randomc:0.749803
- total pot:400
- python rec ai action: fold
- -------------- game: 1879 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Td6h
- board:
- action_history: 0:r300,1:f
- total_win: 99100
- AI position:0
- AI card:8s|8h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions regrets:0|105.463|1404.53|626.645|3.36191|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.292797, regret:626.645, randomc:0.749803
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kh|5c|5d|
- mycard:0, range:0.292825
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:171.986|35.1781|6.02034|0.615018|0.110236|0|0.0376173|0.0532114|
- after update actions regrets:171.986|35.1781|6.02034|0.615018|0.110236|0|0.0376173|0.0532114|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.806604, regret:171.986, randomc:0.567066
- total pot:600
- python rec ai action: check
- community cards:Kh|5c|5d|5s|
- mycard:0, range:0.235335
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.795|0.0615591|0.0832581|0.060119|0|
- mycard range:0.235335
- update strategy
- iter:12000
- after update actions regrets:-39981.8|12889.5|-46025.5|-84741.5|-3.95494e+06|
- after update actions average regrets:69.3948|10101.7|776.119|7.12045|0|
- AI take action:raise 300, probability:0.922213, regret:12889.5, randomc:0.739435
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Kh|5c|5d|5s|8c|
- mycard:0, range:0.217017
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:0.005|7.1267|41.3895|165.363|0.115633|
- mycard range:0.217017
- update strategy
- iter:12000
- after update actions regrets:-1.13063e+06|5201.78|22076|15392|-111675|
- after update actions average regrets:0|3004.84|7047.75|808.541|0|
- AI take action:raise 1200, probability:0.648955, regret:22076, randomc:0.339147
- total pot:2400
- python rec ai action: raise 1200
- -------------- game: 1880 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 8s8h, Ah9d
- board: Kh5c5d5s8c
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:c/1:c,0:r1200,1:c
- total_win: 100900
- AI position:1
- AI card:5c|9h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.881491
- total pot:400
- python rec ai action: fold
- -------------- game: 1881 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c9h
- board:
- action_history: 0:r300,1:f
- total_win: 100800
- AI position:0
- AI card:5s|Ks
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.577|1452.13|549.814|8.07874|0.403074|0|0|0|
- after update actions regrets:0|129.577|1452.13|549.814|8.07874|0.403074|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.679139, regret:1452.13, randomc:0.357987
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Jh|9c|Qh|
- mycard:0, range:0.678564
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:38.6422|168.853|4.51801|1.97637|0.00999568|0|0|0|
- after update actions regrets:38.6422|168.853|4.51801|1.97637|0.00999568|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.796209, regret:168.853, randomc:0.782432
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Jh|9c|Qh|8c|
- mycard:0, range:0.535411
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:55.161|0.418923|74.6731|83.7469|0|
- mycard range:0.535411
- update strategy
- iter:12000
- after update actions regrets:12315.3|2992.52|-105863|-221675|-1.73571e+06|
- after update actions average regrets:8979.69|2004.77|0|0|0|
- AI take action:check, probability:0.817536, regret:12315.3, randomc:0.227994
- total pot:800
- python rec ai action: check
- community cards:Jh|9c|Qh|8c|Jc|
- mycard:0, range:0.437693
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:167.763|44.1933|2.0439|0|0|
- mycard range:0.437693
- update strategy
- iter:12000
- after update actions regrets:17594.1|2577.71|-14460.2|-21178.2|-454899|
- after update actions average regrets:5887.82|3883.33|1057.82|121.748|0|
- AI take action:raise 400, probability:0.354677, regret:2577.71, randomc:0.677122
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 1882 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: 5sKs, 5dTc
- board: Jh9cQh8cJc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 100000
- AI position:1
- AI card:6s|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.587465, regret:1256.29, randomc:0.55796
- total pot:200
- python rec ai action: check
- community cards:5c|5s|6c|
- mycard:1, range:0.587049
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:163.04|50.4477|0.320049|0.165341|0.0238275|0|0|0.00272063|
- after update actions regrets:163.04|50.4477|0.320049|0.165341|0.0238275|0|0|0.00272063|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.765258, regret:163.04, randomc:0.472349
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:1.43604|193.342|19.2217|0|0|
- after update actions regrets:1.43604|193.342|19.2217|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.906103, regret:193.342, randomc:0.34453
- total pot:600
- python rec ai action: call
- community cards:5c|5s|6c|4h|
- mycard:1, range:0.404082
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.586|0.399228|0.0149659|0|0|
- mycard range:0.404082
- update strategy
- iter:12000
- after update actions regrets:607.129|-1676.06|-5022.44|-7107.46|-105075|
- after update actions average regrets:10340.6|296.823|0|0|0|
- AI take action:check, probability:0.97217, regret:607.129, randomc:0.300827
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:5c|5s|6c|4h|Qh|
- mycard:1, range:0.392806
- before update actions:l|1|2|4|n|
- before update actions regrets:61.3689|152.527|0.104135|0|0|
- mycard range:0.392806
- update strategy
- iter:12000
- after update actions regrets:-332.42|254.738|-8.68512|-2919.79|-17991.8|
- after update actions average regrets:1186.1|9296.01|163.037|0|0|
- AI take action:raise 300, probability:0.873274, regret:254.738, randomc:0.710756
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1883 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: 4s8c, Ah6s
- board: 5c5s6c4hQh
- action_history: 0:c,1:c/1:c,0:r200,1:c/1:c,0:c/1:r300,0:c
- total_win: 100600
- AI position:0
- AI card:2s|7s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|174.397|1276.01|672.003|17.149|0.441632|0|0|0|
- after update actions regrets:0|174.397|1276.01|672.003|17.149|0.441632|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.59654, regret:1276.01, randomc:0.397731
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1884 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7s2s,
- board:
- action_history: 0:r200,1:f
- total_win: 100700
- AI position:1
- AI card:As|8d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:991.612|8.52873|682.716|305.995|74.4531|76.5456|0.149574|0|
- after update actions regrets:991.612|8.52873|682.716|305.995|74.4531|76.5456|0.149574|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.319288, regret:682.716, randomc:0.779164
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1885 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , As8d
- board:
- action_history: 0:c,1:r300,0:f
- total_win: 100800
- AI position:0
- AI card:Jc|Ah
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions regrets:0|83.4056|1209.43|826.665|19.0114|1.48364|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.565482, regret:1209.43, randomc:0.24157
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7d|5c|2d|
- mycard:0, range:0.565156
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:190.045|22.332|1.60728|0.00463691|0|0.0112316|0|0|
- after update actions regrets:190.045|22.332|1.60728|0.00463691|0|0.0112316|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.892019, regret:190.045, randomc:0.766585
- total pot:400
- python rec ai action: check
- community cards:7d|5c|2d|3h|
- mycard:0, range:0.501893
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.501893
- update strategy
- iter:12000
- after update actions regrets:692.781|-59268.2|-85489.2|-142286|-3.05778e+06|
- after update actions average regrets:10736|0|0|0|0|
- AI take action:check, probability:1, regret:692.781, randomc:0.569681
- total pot:400
- python rec ai action: check
- community cards:7d|5c|2d|3h|Qc|
- mycard:0, range:0.501893
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.501893
- update strategy
- iter:12000
- after update actions regrets:224.068|-94677.9|-130220|-164652|-1.72302e+06|
- after update actions average regrets:10717|0|0|0|0|
- AI take action:check, probability:1, regret:224.068, randomc:0.659452
- total pot:400
- python rec ai action: check
- -------------- game: 1886 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: JcAh, JhKc
- board: 7d5c2d3hQc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 101000
- AI position:1
- AI card:8s|Ks
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.20604|1614.44|3.89806|10.8622|485.841|17.7486|0|0|0|
- after update actions regrets:7.20604|1614.44|3.89806|10.8622|485.841|17.7486|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.22706, regret:485.841, randomc:0.832534
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1887 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8sKs
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 101300
- AI position:0
- AI card:9s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions regrets:0|188.365|1412.47|532.184|6.88623|0.0911489|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.66043, regret:1412.47, randomc:0.600575
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Js|Ac|7s|
- mycard:0, range:0.660035
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:23.4158|154.106|35.7358|0.600269|0.1|0.042268|0|0|
- after update actions regrets:23.4158|154.106|35.7358|0.600269|0.1|0.042268|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.726415, regret:154.106, randomc:0.619651
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:Js|Ac|7s|2d|
- mycard:0, range:0.475305
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:191.221|22.4774|0.23216|0.0696724|0|
- mycard range:0.475305
- update strategy
- iter:12000
- after update actions regrets:57373.8|-10784.9|-64051.1|-97471.3|-1.40488e+06|
- after update actions average regrets:8055.09|1303.39|47.4873|1514.37|0|
- AI take action:check, probability:0.737705, regret:57373.8, randomc:0.347897
- total pot:800
- python rec ai action: check
- community cards:Js|Ac|7s|2d|8c|
- mycard:0, range:0.350596
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:148.998|42.7753|20.8102|1.41682|0|
- mycard range:0.350596
- update strategy
- iter:12000
- after update actions regrets:1572.96|18709.7|-11965.2|-75632.6|-2.38598e+06|
- after update actions average regrets:5591.89|4576.31|696.53|6.12613|0|
- AI take action:raise 400, probability:0.421014, regret:18709.7, randomc:0.518018
- total pot:1200
- python rec ai action: raise 400
- -------------- game: 1888 -----------------
- win_money: -800
- players: Bot, OpenStackTwo
- hand: 5d9s, 7cQs
- board: JsAc7s2d8c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:c/1:c,0:r400,1:c
- total_win: 100500
- AI position:1
- AI card:9c|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1303.83|10.616|560.487|190.822|50.4865|23.1704|0.591279|0|
- after update actions regrets:1303.83|10.616|560.487|190.822|50.4865|23.1704|0.591279|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.610019, regret:1303.83, randomc:0.0248059
- total pot:200
- python rec ai action: check
- community cards:Jd|Kc|8d|
- mycard:1, range:0.609265
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.137|0.584754|0.274682|0.00401785|0|0|0|0|
- after update actions regrets:213.137|0.584754|0.274682|0.00401785|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.137, randomc:0.535505
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jd|Kc|8d|5c|
- mycard:1, range:0.606806
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:212.07|1.89186|0.00218069|0.0360522|0|
- mycard range:0.606806
- update strategy
- iter:12000
- after update actions regrets:1943.14|-2462.03|263.076|105.11|-94739.9|
- after update actions average regrets:7894.62|90.7907|1591.72|691.364|0|
- AI take action:raise 200, probability:0.154978, regret:263.076, randomc:0.923455
- total pot:400
- python rec ai action: raise 200
- opp action:call
- total pot:600
- community cards:Jd|Kc|8d|5c|3h|
- mycard:1, range:0.0940609
- before update actions:l|1|2|4|n|
- before update actions regrets:5.22588|44.0211|160.197|4.55584|0|
- mycard range:0.0940609
- update strategy
- iter:12000
- after update actions regrets:1089.84|-790.362|-1630.19|-581.828|-39472.4|
- after update actions average regrets:8804.77|508.318|802.804|190.189|0|
- AI take action:check, probability:0.854425, regret:1089.84, randomc:0.458893
- total pot:600
- python rec ai action: check
- -------------- game: 1889 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: 5dTd, Qh9c
- board: JdKc8d5c3h
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:c/1:c,0:c
- total_win: 100200
- AI position:0
- AI card:5c|3d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0931212, regret:199.575, randomc:0.0300318
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:9c|3c|8s|
- mycard:0, range:0.0932596
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:108.794|103.645|1.54242|0|0.0186282|0|0|0|
- after update actions regrets:108.794|103.645|1.54242|0|0.0186282|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.485849, regret:103.645, randomc:0.748892
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1890 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3d5c,
- board: 9c3c8s
- action_history: 0:c,1:c/1:c,0:r100,1:f
- total_win: 100300
- AI position:1
- AI card:Kc|4h
- -------------- game: 1891 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 4hKc
- board:
- action_history: 0:f
- total_win: 100350
- AI position:0
- AI card:Ad|6h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions regrets:0|81.1491|1584.4|473.654|0.800838|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.740879, regret:1584.4, randomc:0.0788511
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|4s|4c|
- mycard:0, range:0.740372
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:116|94.9027|2.65029|0.426412|0|0.0208041|0|0|
- after update actions regrets:116|94.9027|2.65029|0.426412|0|0.0208041|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.545024, regret:116, randomc:0.477841
- total pot:400
- python rec ai action: check
- community cards:3s|4s|4c|2h|
- mycard:0, range:0.401322
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.928|0.0589372|0.0132404|0|0|
- mycard range:0.401322
- update strategy
- iter:12000
- after update actions regrets:14792.3|-19788.6|-67543.6|-101664|-2.38734e+06|
- after update actions average regrets:7350.52|3331.7|0|0|0|
- AI take action:check, probability:0.688138, regret:14792.3, randomc:0.158784
- total pot:400
- python rec ai action: check
- community cards:3s|4s|4c|2h|Qs|
- mycard:0, range:0.276153
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.276153
- update strategy
- iter:12000
- after update actions regrets:1472.96|-36808|-27872|-41150|-1.20561e+06|
- after update actions average regrets:10463|0|0|0|0|
- AI take action:check, probability:1, regret:1472.96, randomc:0.32723
- total pot:400
- python rec ai action: check
- -------------- game: 1892 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6hAd, Ts7h
- board: 3s4s4c2hQs
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 100550
- AI position:1
- AI card:Qc|2h
- -------------- game: 1893 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , Qc2h
- board:
- action_history: 0:f
- total_win: 100600
- AI position:0
- AI card:6c|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.449228, regret:960.75, randomc:0.743378
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5c|7c|2d|
- mycard:0, range:0.448949
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:53.5542|107.26|51.9931|0.853146|0.339075|0|0|0|
- after update actions regrets:53.5542|107.26|51.9931|0.853146|0.339075|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.251185, regret:53.5542, randomc:0.181562
- total pot:400
- python rec ai action: check
- community cards:5c|7c|2d|5h|
- mycard:0, range:0.112351
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:4.26096|154.739|54.7945|0.205076|0|
- mycard range:0.112351
- update strategy
- iter:12000
- after update actions regrets:-36792.6|-17028.1|22422|-17122.6|-4.06419e+06|
- after update actions average regrets:116.603|1286.28|4991.02|4307.39|0|
- AI take action:raise 800, probability:0.402523, regret:-17122.6, randomc:0.636712
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1894 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6c3h,
- board: 5c7c2d5h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r800,1:f
- total_win: 100800
- AI position:1
- AI card:3c|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.923192
- total pot:400
- python rec ai action: fold
- -------------- game: 1895 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3c6h
- board:
- action_history: 0:r300,1:f
- total_win: 100700
- AI position:0
- AI card:7c|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions regrets:1853.17|215.045|20.6036|37.439|13.4838|0.258839|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.866698, regret:1853.17, randomc:0.615282
- total pot:150
- python rec ai action: fold
- -------------- game: 1896 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7c3h,
- board:
- action_history: 0:f
- total_win: 100650
- AI position:1
- AI card:4s|5s
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:997.467|9.64813|568.289|314.604|131.812|117.643|0.537376|0|
- after update actions regrets:997.467|9.64813|568.289|314.604|131.812|117.643|0.537376|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.265918, regret:568.289, randomc:0.615282
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7d|Qh|7c|
- mycard:1, range:0.265555
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:161.993|31.9763|19.3239|0.205277|0.501866|0|0|0|
- after update actions regrets:161.993|31.9763|19.3239|0.205277|0.501866|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.763033, regret:161.993, randomc:0.550187
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|Qh|7c|2d|
- mycard:1, range:0.201019
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:212.27|1.72951|0|0|0|
- mycard range:0.201019
- update strategy
- iter:12000
- after update actions regrets:-998.172|1284.29|-92.4424|-562.442|-51006.4|
- after update actions average regrets:410.919|9188.86|381.513|651.888|0|
- AI take action:raise 300, probability:0.864346, regret:1284.29, randomc:0.0626112
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:7d|Qh|7c|2d|4c|
- mycard:1, range:0.173714
- before update actions:l|1|2|4|n|
- before update actions regrets:167.014|46.9174|0.0686039|0|0|
- mycard range:0.173714
- update strategy
- iter:12000
- after update actions regrets:1543.32|3688.22|-161.628|-12995.7|-56855.7|
- after update actions average regrets:1690.88|7670.88|1061.6|0|0|
- AI take action:raise 600, probability:0.736014, regret:3688.22, randomc:0.875004
- total pot:1800
- python rec ai action: raise 600
- opp action:raise 3000
- total pot:4800
- before update actions:d|l|2|n|
- before update actions regrets:1376.68|1270.99|-725.168|991.832|
- mycard range:0.173714
- update strategy
- iter:12000
- after update actions regrets:684.244|1468.55|-1602.6|2934.4|
- after update actions average regrets:5831.47|10544.1|337.079|4596.54|
- AI take action:allin, probability:0.215694, regret:2934.4, randomc:0.983949
- total pot:23600
- python rec ai action: allin
- -------------- game: 1897 -----------------
- win_money: 3600
- players: OpenStackTwo, Bot
- hand: , 5s4s
- board: 7dQh7c2d4c
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r300,0:c/1:r600,0:r3000,1:r19400,0:f
- total_win: 104250
- AI position:0
- AI card:Qc|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions regrets:0|136.453|1580.8|420.897|1.85242|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.196537, regret:420.897, randomc:0.991636
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1898 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: ThQc,
- board:
- action_history: 0:r300,1:f
- total_win: 104350
- AI position:1
- AI card:8s|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.0847378, regret:181.246, randomc:0.976629
- total pot:1800
- python rec ai action: raise 1500
- -------------- game: 1899 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 8sTh
- board:
- action_history: 0:r300,1:r1500,0:f
- total_win: 104650
- AI position:0
- AI card:6s|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions regrets:0|94.2118|1674.5|368.244|3.04688|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.782609, regret:1674.5, randomc:0.079662
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Kd|4s|Ks|
- mycard:0, range:0.782476
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:144.884|64.9819|4.10017|0.0225898|0.0113043|0|0|0|
- after update actions regrets:144.884|64.9819|4.10017|0.0225898|0.0113043|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.679245, regret:144.884, randomc:0.39294
- total pot:400
- python rec ai action: check
- community cards:Kd|4s|Ks|2s|
- mycard:0, range:0.529758
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:100.96|112.938|0.0852737|0|0.0161043|0|
- mycard range:0.529758
- update strategy
- iter:12000
- after update actions regrets:14097.3|-3216.77|-18771.6|-24312.7|-111882|-1.41147e+06|
- after update actions average regrets:10194|653.537|5.50103|111.194|0|0|
- AI take action:fold, probability:0.929855, regret:14097.3, randomc:0.119096
- total pot:800
- python rec ai action: fold
- -------------- game: 1900 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 6sQh,
- board: Kd4sKs2s
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:f
- total_win: 104450
- AI position:1
- AI card:6d|Jd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1327.77|10.8928|534.67|201.133|61.8328|3.70151|0|0|
- after update actions regrets:1327.77|10.8928|534.67|201.133|61.8328|3.70151|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.25, regret:534.67, randomc:0.800935
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:9h|3s|9d|
- mycard:1, range:0.249846
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:69.0597|123.046|14.9242|6.38075|0.589134|0|0|0|
- after update actions regrets:69.0597|123.046|14.9242|6.38075|0.589134|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.580189, regret:123.046, randomc:0.415203
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:9h|3s|9d|4c|
- mycard:1, range:0.143657
- turn subgame infoset node:1809600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.207|0.248533|0.541153|0.0030203|0|
- mycard range:0.143657
- update strategy
- iter:12000
- after update actions regrets:-2177.35|3202.69|3761.99|-1660.55|-180418|
- after update actions average regrets:457.92|3887.18|4029.79|1926.42|0|
- AI take action:raise 2400, probability:0.187008, regret:-1660.55, randomc:0.8529
- total pot:3600
- python rec ai action: raise 2400
- opp action:call
- total pot:6000
- community cards:9h|3s|9d|4c|Js|
- mycard:1, range:0.0268649
- before update actions:l|1|2|4|n|
- before update actions regrets:211.979|1.60409|0.416732|0|0|
- mycard range:0.0268649
- update strategy
- iter:12000
- after update actions regrets:-11801.8|3749.71|3050.6|-174091|-263046|
- after update actions average regrets:20.1988|7336.72|3097.93|0|0|
- AI take action:raise 3000, probability:0.701808, regret:3749.71, randomc:0.167549
- total pot:9000
- python rec ai action: raise 3000
- -------------- game: 1901 -----------------
- win_money: 3000
- players: OpenStackTwo, Bot
- hand: , 6dJd
- board: 9h3s9d4cJs
- action_history: 0:c,1:r300,0:c/1:r300,0:c/1:r2400,0:c/1:r3000,0:f
- total_win: 107450
- AI position:0
- AI card:6c|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions regrets:0|90.1106|1648.49|399.03|2.36913|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.770453, regret:1648.49, randomc:0.558357
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1902 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Kd6c,
- board:
- action_history: 0:r200,1:f
- total_win: 107550
- AI position:1
- AI card:2s|6s
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2068.89|71.0613|0|0.0465636|0|0|0|0|0|
- after update actions regrets:2068.89|71.0613|0|0.0465636|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.966807, regret:2068.89, randomc:0.145571
- total pot:400
- python rec ai action: fold
- -------------- game: 1903 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2s6s
- board:
- action_history: 0:r300,1:f
- total_win: 107450
- AI position:0
- AI card:9d|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions regrets:1598.67|289.293|28.7469|210.281|12.4955|0.513498|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.747777, regret:1598.67, randomc:0.486093
- total pot:150
- python rec ai action: fold
- -------------- game: 1904 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 9d3h,
- board:
- action_history: 0:f
- total_win: 107400
- AI position:1
- AI card:Ts|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1147.31|13.0669|637.176|253.515|65.2785|23.4456|0.203732|0|
- after update actions regrets:1147.31|13.0669|637.176|253.515|65.2785|23.4456|0.203732|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.536483, regret:1147.31, randomc:0.486093
- total pot:200
- python rec ai action: check
- community cards:6h|6c|9d|
- mycard:1, range:0.536128
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:143.209|70.4034|0.385508|0.00258617|0|0|0|0|
- after update actions regrets:143.209|70.4034|0.385508|0.00258617|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.328638, regret:70.4034, randomc:0.879285
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:6h|6c|9d|5s|
- mycard:1, range:0.17638
- turn subgame infoset node:4057280
- before update actions:l|1|2|4|n|
- before update actions regrets:2.28101|23.2046|147.663|40.8515|0|
- mycard range:0.17638
- update strategy
- iter:12000
- after update actions regrets:2393.65|620.572|-266.97|-4143.78|-100719|
- after update actions average regrets:4979.38|3572.23|1810.45|0|0|
- AI take action:check, probability:0.480552, regret:2393.65, randomc:0.255546
- total pot:400
- python rec ai action: check
- opp action:check
- total pot:400
- community cards:6h|6c|9d|5s|8s|
- mycard:1, range:0.0847573
- before update actions:l|1|2|4|n|
- before update actions regrets:94.8185|6.98925|22.6907|89.5016|0|
- mycard range:0.0847573
- update strategy
- iter:12000
- after update actions regrets:595.854|-637.975|-512.274|-2200.46|-25008|
- after update actions average regrets:10060.6|198.332|314.75|8.48552|0|
- AI take action:check, probability:0.950851, regret:595.854, randomc:0.750607
- total pot:400
- python rec ai action: check
- -------------- game: 1905 -----------------
- win_money: -200
- players: OpenStackTwo, Bot
- hand: Kd5c, JhTs
- board: 6h6c9d5s8s
- action_history: 0:c,1:c/1:r100,0:c/1:c,0:c/1:c,0:c
- total_win: 107200
- AI position:0
- AI card:5c|2h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions regrets:1749.72|160.503|38.63|176.529|14.2511|0.363525|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.818437, regret:1749.72, randomc:0.398468
- total pot:150
- python rec ai action: fold
- -------------- game: 1906 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 5c2h,
- board:
- action_history: 0:f
- total_win: 107150
- AI position:1
- AI card:As|6d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions regrets:1256.29|8.06655|607.11|174.738|55.3265|37.3283|1.14569|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.587465, regret:1256.29, randomc:0.398468
- total pot:200
- python rec ai action: check
- community cards:3h|Ad|8c|
- mycard:1, range:0.587049
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:206.345|5.87788|0.895166|0.710435|0.0956882|0.0402489|0.0229913|0.0130418|
- after update actions regrets:206.345|5.87788|0.895166|0.710435|0.0956882|0.0402489|0.0229913|0.0130418|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976303, regret:206.345, randomc:0.879569
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3h|Ad|8c|7h|
- mycard:1, range:0.566049
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:10.9082|92.2767|67.8602|42.9548|0|
- mycard range:0.566049
- update strategy
- iter:12000
- after update actions regrets:2798.23|1759.6|1387.18|1317.28|-119085|
- after update actions average regrets:3581.82|2361.81|1746.43|2571.75|0|
- AI take action:raise 100, probability:0.230139, regret:1759.6, randomc:0.471757
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:3h|Ad|8c|7h|Kh|
- mycard:1, range:0.130279
- before update actions:l|1|2|4|n|
- before update actions regrets:0.604675|0.322476|213.073|0|0|
- mycard range:0.130279
- update strategy
- iter:12000
- after update actions regrets:889.278|1054|1570.39|145.673|-224380|
- after update actions average regrets:1413.4|2817.36|4304.7|1878.84|0|
- AI take action:raise 800, probability:0.180369, regret:145.673, randomc:0.854368
- total pot:1200
- python rec ai action: raise 800
- -------------- game: 1907 -----------------
- win_money: -1000
- players: OpenStackTwo, Bot
- hand: 7cKd, As6d
- board: 3hAd8c7hKh
- action_history: 0:c,1:c/1:c,0:c/1:r100,0:c/1:r800,0:c
- total_win: 106150
- AI position:0
- AI card:2c|8d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions regrets:2001.36|91.7618|6.94294|21.8494|15.9596|2.12473|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.936798, regret:2001.36, randomc:0.123653
- total pot:150
- python rec ai action: fold
- -------------- game: 1908 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 8d2c,
- board:
- action_history: 0:f
- total_win: 106100
- AI position:1
- AI card:Ts|8h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions regrets:24.7726|1921.99|1.03965|3.96556|181.246|6.99041|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.899345, regret:1921.99, randomc:0.123653
- total pot:600
- python rec ai action: call
- community cards:Th|6h|2d|
- mycard:1, range:0.898124
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:188.791|23.8744|1.07408|0.0791957|0.125759|0|0.0115002|0.0438316|
- after update actions regrets:188.791|23.8744|1.07408|0.0791957|0.125759|0|0.0115002|0.0438316|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.886792, regret:188.791, randomc:0.429775
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Th|6h|2d|Qh|
- mycard:1, range:0.792327
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:122.978|47.0155|43.5924|0.352484|0.0613629|
- mycard range:0.792327
- update strategy
- iter:12000
- after update actions regrets:12840.3|-852.711|-39821.1|-146464|-1.63555e+06|
- after update actions average regrets:9570.18|901.359|146.066|0|0|
- AI take action:raise 600, probability:0.0137515, regret:-39821.1, randomc:0.996649
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1909 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ts8h
- board: Th6h2dQh
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 106400
- AI position:0
- AI card:5h|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions regrets:0|145.204|1578.63|408.104|7.87441|0.183221|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.738073, regret:1578.63, randomc:0.593587
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1838.57|301.433|0|
- after update actions regrets:0|1838.57|301.433|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.85928, regret:1838.57, randomc:0.758562
- total pot:1200
- python rec ai action: call
- community cards:4d|Th|5c|
- mycard:0, range:0.633773
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:210.335|3.54601|0.0937707|0|0|0|0.0255072|
- after update actions regrets:210.335|3.54601|0.0937707|0|0|0|0.0255072|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.985915, regret:210.335, randomc:0.890043
- total pot:1200
- python rec ai action: check
- community cards:4d|Th|5c|Ks|
- mycard:0, range:0.622918
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:213.813|0.0922423|0.0573362|0.037869|0|
- mycard range:0.622918
- update strategy
- iter:12000
- after update actions regrets:-687.224|258.055|-684.98|-1309|-18487|
- after update actions average regrets:1888.34|8832.58|0|0|0|
- AI take action:raise 600, probability:0.823881, regret:258.055, randomc:0.39197
- total pot:1800
- python rec ai action: raise 600
- -------------- game: 1910 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 5hQh,
- board: 4dTh5cKs
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:c,0:r600,1:f
- total_win: 107000
- AI position:1
- AI card:Ac|9d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions regrets:6.36954|1671.1|2.81905|13.1155|412.79|33.2242|0|0|0.586462|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.781937, regret:1671.1, randomc:0.649615
- total pot:600
- python rec ai action: call
- community cards:7d|9h|4d|
- mycard:1, range:0.780886
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:195.456|15.6409|2.20232|0.235541|0.0139902|0.125313|0.084409|0.241387|
- after update actions regrets:195.456|15.6409|2.20232|0.235541|0.0139902|0.125313|0.084409|0.241387|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.919811, regret:195.456, randomc:0.300241
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:7d|9h|4d|9c|
- mycard:1, range:0.713219
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:81.1469|38.7885|65.0458|28.9978|0.0209096|
- mycard range:0.713219
- update strategy
- iter:12000
- after update actions regrets:30040|16413.7|17111.9|11779.9|-101728|
- after update actions average regrets:2760.47|3054.41|2522.62|1537.87|157.852|
- AI take action:raise 300, probability:0.304487, regret:16413.7, randomc:0.570562
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:7d|9h|4d|9c|6d|
- mycard:1, range:0.217125
- before update actions:l|1|2|4|n|
- before update actions regrets:0.105791|209.954|0.487137|3.43503|0.0182048|
- mycard range:0.217125
- update strategy
- iter:12000
- after update actions regrets:26791.5|-26337.3|-2507.72|-40973.8|-1.69669e+06|
- after update actions average regrets:5532.62|755.255|3393.65|628.249|0|
- AI take action:check, probability:0.536671, regret:26791.5, randomc:0.509486
- total pot:1200
- python rec ai action: check
- -------------- game: 1911 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: 4sJc, Ac9d
- board: 7d9h4d9c6d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 107600
- AI position:0
- AI card:2c|6d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions regrets:2060.77|29.5699|7.63124|22.508|18.6956|0.828518|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.964419, regret:2060.77, randomc:0.355909
- total pot:150
- python rec ai action: fold
- -------------- game: 1912 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 2c6d,
- board:
- action_history: 0:f
- total_win: 107550
- AI position:1
- AI card:Ad|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions regrets:0.702595|647.198|3.65164|20.024|1394.65|72.7711|0|0|1|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.652316, regret:1394.65, randomc:0.355909
- total pot:1800
- python rec ai action: raise 1500
- opp action:call
- total pot:3000
- community cards:Jd|Ah|Qc|
- mycard:1, range:0.651707
- before update actions:l|1|2|4|8|n|
- before update actions regrets:16.8193|123.663|48.6366|23.6968|0.574406|0.609444|
- after update actions regrets:16.8193|123.663|48.6366|23.6968|0.574406|0.609444|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:raise 1500, probability:0.585714, regret:123.663, randomc:0.362933
- total pot:4500
- python rec ai action: raise 1500
- opp action:call
- total pot:6000
- community cards:Jd|Ah|Qc|7c|
- mycard:1, range:0.3766
- turn subgame infoset node:338240
- before update actions:l|1|2|4|n|
- before update actions regrets:111.03|25.1662|77.7629|0.0199512|0.0207987|
- mycard range:0.3766
- update strategy
- iter:12000
- after update actions regrets:-44259.3|76224.7|39155.5|-293810|-679368|
- after update actions average regrets:824.788|5824.11|3791.24|4.06173|0|
- AI take action:raise 3000, probability:0.557694, regret:76224.7, randomc:0.465333
- total pot:9000
- python rec ai action: raise 3000
- opp action:call
- total pot:12000
- community cards:Jd|Ah|Qc|7c|9d|
- mycard:1, range:0.210007
- before update actions:l|1|2|n|
- before update actions regrets:46.0497|0.565368|64.8252|102.56|
- mycard range:0.210007
- update strategy
- iter:12000
- after update actions regrets:42630.8|76517.3|-14687.5|12636.3|
- after update actions average regrets:1381.21|7425.78|207.506|1556.61|
- AI take action:raise 6000, probability:0.702526, regret:76517.3, randomc:0.343533
- total pot:18000
- python rec ai action: raise 6000
- -------------- game: 1913 -----------------
- win_money: 12000
- players: OpenStackTwo, Bot
- hand: QhKd, JhAd
- board: JdAhQc7c9d
- action_history: 0:r300,1:r1500,0:c/1:r1500,0:c/1:r3000,0:c/1:r6000,0:c
- total_win: 119550
- AI position:0
- AI card:Ts|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.12956, regret:277.132, randomc:0.0618326
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Js|2s|6d|
- mycard:0, range:0.129501
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:3.23456|89.4678|119.429|0.507686|1.36065|0|0|0|
- after update actions regrets:3.23456|89.4678|119.429|0.507686|1.36065|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.419811, regret:89.4678, randomc:0.350013
- total pot:300
- python rec ai action: raise 100
- -------------- game: 1914 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ts4h,
- board: Js2s6d
- action_history: 0:c,1:c/1:c,0:r100,1:f
- total_win: 119650
- AI position:1
- AI card:3s|Kc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.753156, regret:1611.36, randomc:0.445295
- total pot:400
- python rec ai action: fold
- -------------- game: 1915 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 3sKc
- board:
- action_history: 0:r300,1:f
- total_win: 119550
- AI position:0
- AI card:4s|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions regrets:0|123.036|1664.02|346.43|6.43699|0.0748115|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.777934, regret:1664.02, randomc:0.664109
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ad|9s|7d|
- mycard:0, range:0.777581
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:109.496|100.054|0.308414|4.13101|0.0109638|0|0|0|
- after update actions regrets:109.496|100.054|0.308414|4.13101|0.0109638|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.511737, regret:109.496, randomc:0.21592
- total pot:400
- python rec ai action: check
- community cards:Ad|9s|7d|As|
- mycard:0, range:0.397859
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.79|0.186499|0|0.0230025|0|
- mycard range:0.397859
- update strategy
- iter:12000
- after update actions regrets:4698.59|-67395|-65500.2|-139112|-4.86921e+06|
- after update actions average regrets:10942|8.02502|0|0|0|
- AI take action:check, probability:0.999269, regret:4698.59, randomc:0.203222
- total pot:400
- python rec ai action: check
- community cards:Ad|9s|7d|As|6d|
- mycard:0, range:0.397567
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.939|0|0|0.0606061|0|
- mycard range:0.397567
- update strategy
- iter:12000
- after update actions regrets:8470.83|-118092|-145509|-204991|-1.45624e+06|
- after update actions average regrets:10930|0|0|0|0|
- AI take action:check, probability:1, regret:8470.83, randomc:0.6941
- total pot:400
- python rec ai action: check
- -------------- game: 1916 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Kd4s, 7s5d
- board: Ad9s7dAs6d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 119350
- AI position:1
- AI card:2c|6d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.456266
- total pot:400
- python rec ai action: fold
- -------------- game: 1917 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c6d
- board:
- action_history: 0:r300,1:f
- total_win: 119250
- AI position:0
- AI card:9c|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.995|1362.25|635.529|9.09634|0.131402|0|0|0|
- after update actions regrets:0|132.995|1362.25|635.529|9.09634|0.131402|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637044, regret:1362.25, randomc:0.456266
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6c|Kh|4d|
- mycard:0, range:0.636564
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:43.1262|132.027|38.1578|0.544918|0.143995|0|0|0|
- after update actions regrets:43.1262|132.027|38.1578|0.544918|0.143995|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.619718, regret:132.027, randomc:0.791633
- total pot:600
- python rec ai action: raise 200
- opp action:raise 1000
- total pot:1600
- before update actions:d|l|2|n|
- before update actions regrets:38.4306|174.588|0.981284|0|
- after update actions regrets:38.4306|174.588|0.981284|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.820755, regret:174.588, randomc:0.628711
- total pot:2400
- python rec ai action: call
- community cards:6c|Kh|4d|4h|
- mycard:0, range:0.3204
- turn subgame infoset node:857920
- opp action:raise 2400
- total pot:4800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|0|
- mycard range:0.3204
- update strategy
- iter:12000
- after update actions regrets:1357.28|-23648.7|-39383.7|-77597.7|-221853|-277678|
- after update actions average regrets:10754|0|0|0|0|0|
- AI take action:fold, probability:1, regret:1357.28, randomc:0.956626
- total pot:4800
- python rec ai action: fold
- -------------- game: 1918 -----------------
- win_money: -1200
- players: Bot, OpenStackTwo
- hand: 9cQc,
- board: 6cKh4d4h
- action_history: 0:r200,1:c/1:c,0:r200,1:r1000,0:c/1:r2400,0:f
- total_win: 118050
- AI position:1
- AI card:6s|Jh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1850.14|5.29695|228.441|25.92|5.59583|24.6095|0|0|
- after update actions regrets:1850.14|5.29695|228.441|25.92|5.59583|24.6095|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 500, probability:0.0116986, regret:25.92, randomc:0.981566
- total pot:600
- python rec ai action: raise 500
- -------------- game: 1919 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 6sJh
- board:
- action_history: 0:c,1:r500,0:f
- total_win: 118150
- AI position:0
- AI card:As|3c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions regrets:0|114.497|1646.19|375.441|3.87304|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.769878, regret:1646.19, randomc:0.0937361
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:483.491|1472.85|183.657|0|
- after update actions regrets:483.491|1472.85|183.657|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.688494, regret:1472.85, randomc:0.277923
- total pot:1200
- python rec ai action: call
- community cards:4c|6h|Js|
- mycard:0, range:0.529433
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:213.734|0.113252|0.106309|0.0466108|0|0|0|
- after update actions regrets:213.734|0.113252|0.106309|0.0466108|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.734, randomc:0.00673869
- total pot:1200
- python rec ai action: check
- community cards:4c|6h|Js|2d|
- mycard:0, range:0.528775
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:212.375|1.59545|0.0291667|0|0|0|
- mycard range:0.528775
- update strategy
- iter:12000
- after update actions regrets:77.1522|220.372|-407.194|129.777|-512.223|-2692.22|
- after update actions average regrets:4837.12|4417.45|56.5557|1587.83|0|0|
- AI take action:raise 4800, probability:0.145636, regret:129.777, randomc:0.922208
- total pot:7200
- python rec ai action: raise 4800
- -------------- game: 1920 -----------------
- win_money: 1800
- players: Bot, OpenStackTwo
- hand: 3cAs,
- board: 4c6hJs2d
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:r4800,1:f
- total_win: 119950
- AI position:1
- AI card:3h|9h
- -------------- game: 1921 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 3h9h
- board:
- action_history: 0:f
- total_win: 120000
- AI position:0
- AI card:Ks|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions regrets:0|88.46|1317.7|717.294|16.049|0.497124|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.615996, regret:1317.7, randomc:0.638268
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:6h|7d|6d|
- mycard:0, range:0.615747
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:99.5546|67.6836|45.8335|0.637265|0.291026|0|0|0|
- after update actions regrets:99.5546|67.6836|45.8335|0.637265|0.291026|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.469194, regret:99.5546, randomc:0.275644
- total pot:400
- python rec ai action: check
- community cards:6h|7d|6d|8c|
- mycard:0, range:0.286451
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.286451
- update strategy
- iter:12000
- after update actions regrets:20077.8|3110.81|-14658.2|-57162.2|-2.74406e+06|
- after update actions average regrets:5611.92|4346.55|564.614|211.117|0|
- AI take action:check, probability:0.522829, regret:20077.8, randomc:0.44347
- total pot:400
- python rec ai action: check
- community cards:6h|7d|6d|8c|3h|
- mycard:0, range:0.149759
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:200.142|7.80707|4.93618|0.152205|0.962732|0|
- mycard range:0.149759
- update strategy
- iter:12000
- after update actions regrets:484.536|-14136.8|-28311.7|-44316.5|-58678.6|-215029|
- after update actions average regrets:10841|0|0|0|0|0|
- AI take action:fold, probability:1, regret:484.536, randomc:0.210338
- total pot:800
- python rec ai action: fold
- -------------- game: 1922 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: QdKs,
- board: 6h7d6d8c3h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 119800
- AI position:1
- AI card:Ks|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions regrets:1585.7|8.27747|419.66|77.7845|25.0794|22.6808|0.815196|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.742041, regret:1585.7, randomc:0.135022
- total pot:200
- python rec ai action: check
- community cards:4d|Qd|5c|
- mycard:1, range:0.740982
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.63|1.09528|0.172092|0.0718579|0.0307312|0.00018683|0|0|
- after update actions regrets:212.63|1.09528|0.172092|0.0718579|0.0307312|0.00018683|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.63, randomc:0.253687
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:4d|Qd|5c|Kd|
- mycard:1, range:0.736238
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:109.394|19.3471|71.007|14.2519|0|
- mycard range:0.736238
- update strategy
- iter:12000
- after update actions regrets:3036.82|3181.78|1855.44|-3372.32|-195544|
- after update actions average regrets:2959.12|4593.6|2293.07|216.116|0|
- AI take action:raise 200, probability:0.22791, regret:1855.44, randomc:0.934325
- total pot:400
- python rec ai action: raise 200
- opp action:call
- total pot:600
- community cards:4d|Qd|5c|Kd|Js|
- mycard:1, range:0.167786
- before update actions:l|1|2|4|n|
- before update actions regrets:0.52511|107.636|98.2978|7.54108|0|
- mycard range:0.167786
- update strategy
- iter:12000
- after update actions regrets:822.916|374.027|1161.69|-908.068|-61933.6|
- after update actions average regrets:1921.5|2303.14|3664.52|2595.76|0|
- AI take action:raise 300, probability:0.219689, regret:374.027, randomc:0.400774
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1923 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: 8cQh, Ks5d
- board: 4dQd5cKdJs
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:c/1:r300,0:c
- total_win: 120400
- AI position:0
- AI card:5s|9s
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|113.864|1590.28|429.194|6.16872|0.490448|0|0|0|
- after update actions regrets:0|113.864|1590.28|429.194|6.16872|0.490448|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.743686, regret:1590.28, randomc:0.417513
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:5c|3c|4h|
- mycard:0, range:0.743123
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:191.612|22.2595|0.066671|0.0577342|0|0|0.00387097|0|
- after update actions regrets:191.612|22.2595|0.066671|0.0577342|0|0|0.00387097|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.896714, regret:191.612, randomc:0.685631
- total pot:400
- python rec ai action: check
- community cards:5c|3c|4h|9d|
- mycard:0, range:0.665381
- turn subgame infoset node:4057280
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|213.833|0.16723|0|0|0|
- mycard range:0.665381
- update strategy
- iter:12000
- after update actions regrets:-805044|17824.2|16178.6|-10721.6|-146013|-848884|
- after update actions average regrets:0|4297.12|5476.84|1136.76|2.76067|0|
- AI take action:raise 1000, probability:0.501879, regret:16178.6, randomc:0.486062
- total pot:1800
- python rec ai action: raise 1000
- -------------- game: 1924 -----------------
- win_money: 600
- players: Bot, OpenStackTwo
- hand: 5s9s,
- board: 5c3c4h9d
- action_history: 0:r200,1:c/1:c,0:c/1:r400,0:r1000,1:f
- total_win: 121000
- AI position:1
- AI card:6s|Qh
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1682.94|6.86131|391.276|46.5996|5.07992|6.41744|0.82927|0|
- after update actions regrets:1682.94|6.86131|391.276|46.5996|5.07992|6.41744|0.82927|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.787453, regret:1682.94, randomc:0.740673
- total pot:200
- python rec ai action: check
- community cards:5s|3s|Kh|
- mycard:1, range:0.786419
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.413|7.98271|7.9189|0.646398|0.929745|0.108803|0|0|
- after update actions regrets:196.413|7.98271|7.9189|0.646398|0.929745|0.108803|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.933333, regret:196.413, randomc:0.240664
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:141.563|72.3549|0|0.0819326|0|
- after update actions regrets:141.563|72.3549|0|0.0819326|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:0.661972, regret:141.563, randomc:0.0192761
- total pot:400
- python rec ai action: fold
- -------------- game: 1925 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6sQh
- board: 5s3sKh
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 120900
- AI position:0
- AI card:Td|Kd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.632834, regret:1353.51, randomc:0.261512
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8h|Qd|7d|
- mycard:0, range:0.632479
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1.00111|152.381|60.2232|0.289633|0.105164|0|0|0|
- after update actions regrets:1.00111|152.381|60.2232|0.289633|0.105164|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.713615, regret:152.381, randomc:0.0169024
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:8h|Qd|7d|Qc|
- mycard:0, range:0.450364
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:213.746|0.155436|0.091295|0.00734463|0|
- mycard range:0.450364
- update strategy
- iter:12000
- after update actions regrets:31763.9|40455.3|-11367.8|3915.16|-2.39953e+06|
- after update actions average regrets:3271.74|4471.19|571.467|2391.71|0|
- AI take action:raise 1600, probability:0.223374, regret:3915.16, randomc:0.929434
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 1926 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: TdKd,
- board: 8hQd7dQc
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r1600,1:f
- total_win: 121300
- AI position:1
- AI card:Qc|5h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1816.79|6.89646|267.984|35.61|7.99968|4.39029|0.330927|0|
- after update actions regrets:1816.79|6.89646|267.984|35.61|7.99968|4.39029|0.330927|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.850585, regret:1816.79, randomc:0.180097
- total pot:200
- python rec ai action: check
- community cards:Ad|Jc|9s|
- mycard:1, range:0.848967
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.291|1.11393|0.265251|0.329737|0|0|0|0|
- after update actions regrets:212.291|1.11393|0.265251|0.329737|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.291, randomc:0.615702
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Ad|Jc|9s|Kc|
- mycard:1, range:0.842187
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.423|0.271995|0.296363|0.00862944|0|
- mycard range:0.842187
- update strategy
- iter:12000
- after update actions regrets:587.559|388.408|-1532.57|-1676.86|-128722|
- after update actions average regrets:9510.86|841.649|0|14.2788|0|
- AI take action:check, probability:0.917511, regret:587.559, randomc:0.169419
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:277.711|300.52|-926.385|-1474.38|-19780.4|
- mycard range:0.842187
- update strategy
- iter:12000
- after update actions regrets:306.366|385.175|-1128.73|-1036.73|-30797.7|
- after update actions average regrets:8189.35|12034.4|1.41568|0|0|
- AI take action:call, probability:0.595036, regret:385.175, randomc:0.831269
- total pot:600
- python rec ai action: call
- community cards:Ad|Jc|9s|Kc|4h|
- mycard:1, range:0.459744
- before update actions:l|1|2|4|n|
- before update actions regrets:213.948|0.0522996|0|0|0|
- mycard range:0.459744
- update strategy
- iter:12000
- after update actions regrets:213.948|-1639.95|-2000|-3564|-58003|
- after update actions average regrets:10177|0|0|0|0|
- AI take action:check, probability:1, regret:213.948, randomc:0.325714
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:385.154|139.64|-674.579|-471.579|-6983.53|
- mycard range:0.459744
- update strategy
- iter:12000
- after update actions regrets:246.43|357.916|-881.303|-1021.3|-13169.3|
- after update actions average regrets:11633.2|8352.2|177.127|464.734|0|
- AI take action:call, probability:0.404926, regret:357.916, randomc:0.789328
- total pot:1800
- python rec ai action: call
- -------------- game: 1927 -----------------
- win_money: -900
- players: OpenStackTwo, Bot
- hand: TcQh, 5hQc
- board: AdJc9sKc4h
- action_history: 0:c,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r600,1:c
- total_win: 120400
- AI position:0
- AI card:6d|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions regrets:0|125.687|1471.44|534.448|8.42335|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0584659, regret:125.687, randomc:0.0341086
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:5s|6c|8s|
- mycard:0, range:0.0587323
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:13.5687|180.798|19.5556|0.0645119|0.0108162|0|0|0.00288911|
- after update actions regrets:13.5687|180.798|19.5556|0.0645119|0.0108162|0|0|0.00288911|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 100, probability:0.849057, regret:180.798, randomc:0.276777
- total pot:300
- python rec ai action: raise 100
- opp action:call
- total pot:400
- community cards:5s|6c|8s|3s|
- mycard:0, range:0.0496199
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:112.99|0.350541|100.659|0|0|
- mycard range:0.0496199
- update strategy
- iter:12000
- after update actions regrets:17268|14405.3|10145.6|-22870|-2.37697e+06|
- after update actions average regrets:4647.6|3130.3|2315.34|434.559|0|
- AI take action:raise 200, probability:0.297359, regret:14405.3, randomc:0.506859
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1928 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: 6d5h,
- board: 5s6c8s3s
- action_history: 0:c,1:c/1:c,0:r100,1:c/1:c,0:r200,1:f
- total_win: 120600
- AI position:1
- AI card:7h|Th
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1170.43|11.417|612.865|229.125|64.117|51.1265|0.923974|0|
- after update actions regrets:1170.43|11.417|612.865|229.125|64.117|51.1265|0.923974|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.286383, regret:612.865, randomc:0.765104
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kh|Ks|8h|
- mycard:1, range:0.286385
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:200.675|9.14276|2.80083|1.38165|0|0|0|0|
- after update actions regrets:200.675|9.14276|2.80083|1.38165|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.943396, regret:200.675, randomc:0.21135
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Kh|Ks|8h|Kc|
- mycard:1, range:0.268553
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:213.342|0.238915|0.418675|0|0|
- mycard range:0.268553
- update strategy
- iter:12000
- after update actions regrets:-9162.03|1756.41|1514.59|196.005|-101041|
- after update actions average regrets:0|6561.91|3867.84|78.9422|0|
- AI take action:raise 300, probability:0.6245, regret:1756.41, randomc:0.516377
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1929 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Th7h
- board: KhKs8hKc
- action_history: 0:c,1:r300,0:c/1:c,0:c/1:r300,0:f
- total_win: 120900
- AI position:0
- AI card:Td|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions regrets:0|277.132|1337.26|514.919|10.6893|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.240412, regret:514.919, randomc:0.815667
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1930 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Td4h,
- board:
- action_history: 0:r300,1:f
- total_win: 121000
- AI position:1
- AI card:4s|5d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions regrets:1427.92|6.20144|382.711|181.184|77.2024|64.7832|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.667759, regret:1427.92, randomc:0.596349
- total pot:200
- python rec ai action: check
- community cards:Jh|9s|2h|
- mycard:1, range:0.667251
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:214|0|0|0|0|0|0|0|
- after update actions regrets:214|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:214, randomc:0.859208
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jh|9s|2h|Kc|
- mycard:1, range:0.667251
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:198.185|14.3909|1.38747|0.0366284|0|
- mycard range:0.667251
- update strategy
- iter:12000
- after update actions regrets:274.642|-2764.15|-6058.16|-8517.51|-277376|
- after update actions average regrets:10439|0|0|0|0|
- AI take action:check, probability:1, regret:274.642, randomc:0.396299
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Jh|9s|2h|Kc|Ah|
- mycard:1, range:0.667251
- before update actions:l|1|2|4|n|
- before update actions regrets:72.9573|136.449|3.30121|1.29299|0|
- mycard range:0.667251
- update strategy
- iter:12000
- after update actions regrets:304.492|-215.017|-649.164|-1811.17|-46733.5|
- after update actions average regrets:9519.68|896.204|0|0|0|
- AI take action:check, probability:0.91397, regret:304.492, randomc:0.801721
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214.821|-7661.18|-1079.18|-1482.18|-12202.2|
- mycard range:0.667251
- update strategy
- iter:12000
- after update actions regrets:214.821|-16040.2|-1375.18|-3422.18|-18824.2|
- after update actions average regrets:20855|0|0|0|0|
- AI take action:fold, probability:1, regret:214.821, randomc:0.579271
- total pot:400
- python rec ai action: fold
- -------------- game: 1931 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4s5d
- board: Jh9s2hKcAh
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 120900
- AI position:0
- AI card:Jd|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions regrets:0|274.073|1271.28|582.273|12.3224|0.0518761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.27209, regret:582.273, randomc:0.952741
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1932 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3hJd,
- board:
- action_history: 0:r300,1:f
- total_win: 121000
- AI position:1
- AI card:4d|6h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1513.01|4.27941|338.759|160.923|64.4991|58.5305|0|0|
- after update actions regrets:1513.01|4.27941|338.759|160.923|64.4991|58.5305|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.708002, regret:1513.01, randomc:0.239681
- total pot:200
- python rec ai action: check
- community cards:8c|3h|Qh|
- mycard:1, range:0.707014
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.763|0.225801|0.00343132|0|0.0082252|0|0|0|
- after update actions regrets:213.763|0.225801|0.00343132|0|0.0082252|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.763, randomc:0.604049
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.88|0.119999|0|0|0|
- after update actions regrets:213.88|0.119999|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.88, randomc:0.0152835
- total pot:400
- python rec ai action: fold
- -------------- game: 1933 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4d6h
- board: 8c3hQh
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 120900
- AI position:0
- AI card:3d|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.474251, regret:1013.98, randomc:0.380329
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1728.31|411.69|0|0|
- after update actions regrets:1728.31|411.69|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.807854, regret:1728.31, randomc:0.595124
- total pot:800
- python rec ai action: fold
- -------------- game: 1934 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3d4h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 120700
- AI position:1
- AI card:6c|4d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.66|0.337914|0|0|0|0|0|0|0|
- after update actions regrets:2139.66|0.337914|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.66, randomc:0.497017
- total pot:400
- python rec ai action: fold
- -------------- game: 1935 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4d6c
- board:
- action_history: 0:r300,1:f
- total_win: 120600
- AI position:0
- AI card:7c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions regrets:0|85.7507|1609.09|444.414|0.745478|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.752572, regret:1609.09, randomc:0.729989
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1936 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 7cKh,
- board:
- action_history: 0:r200,1:f
- total_win: 120700
- AI position:1
- AI card:Jd|2h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions regrets:2115.62|0.00416979|11.8896|0.408292|0|11.4229|0.650686|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.989705, regret:2115.62, randomc:0.267127
- total pot:200
- python rec ai action: check
- community cards:4s|Ks|7s|
- mycard:1, range:0.988609
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:205.666|4.9484|3.3531|0.0325672|0|0|0|0|
- after update actions regrets:205.666|4.9484|3.3531|0.0325672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.966981, regret:205.666, randomc:0.694527
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:213.989|0.0108108|0|0|0|
- after update actions regrets:213.989|0.0108108|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:213.989, randomc:0.739365
- total pot:400
- python rec ai action: fold
- -------------- game: 1937 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2hJd
- board: 4sKs7s
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 120600
- AI position:0
- AI card:Ts|9c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|126.632|1645.9|366.04|1.42932|0|0|0|0|
- after update actions regrets:0|126.632|1645.9|366.04|1.42932|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.171188, regret:366.04, randomc:0.97091
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1938 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: Ts9c,
- board:
- action_history: 0:r300,1:f
- total_win: 120700
- AI position:1
- AI card:Ts|6d
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions regrets:1842.22|5.35054|219.794|30.9429|1.62897|39.5946|0.470526|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.102528, regret:219.794, randomc:0.890184
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:3d|Jc|As|
- mycard:1, range:0.102708
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:102.433|107.865|3.51784|0.184399|0|0|0|0|
- after update actions regrets:102.433|107.865|3.51784|0.184399|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.504717, regret:107.865, randomc:0.538962
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1939 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ts6d
- board: 3dJcAs
- action_history: 0:c,1:r300,0:c/1:r300,0:f
- total_win: 121000
- AI position:0
- AI card:5c|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions regrets:0|214.97|1444.57|472.958|7.50499|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.22087, regret:472.958, randomc:0.906055
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:2138.26|0|1.74207|0|
- after update actions regrets:2138.26|0|1.74207|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.999532, regret:2138.26, randomc:0.368896
- total pot:1200
- python rec ai action: fold
- -------------- game: 1940 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: Th5c,
- board:
- action_history: 0:r300,1:r900,0:f
- total_win: 120700
- AI position:1
- AI card:6c|Qh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1085.81|1054.19|0|0|0|0|0|0|0|
- after update actions regrets:1085.81|1054.19|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.507246, regret:1085.81, randomc:0.188216
- total pot:400
- python rec ai action: fold
- -------------- game: 1941 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qh6c
- board:
- action_history: 0:r300,1:f
- total_win: 120600
- AI position:0
- AI card:6s|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions regrets:369.833|323.103|960.75|470.66|15.6424|0.0116103|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.172672, regret:369.833, randomc:0.014243
- total pot:150
- python rec ai action: fold
- -------------- game: 1942 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 3h6s,
- board:
- action_history: 0:f
- total_win: 120550
- AI position:1
- AI card:8d|Kd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:7.20604|1614.44|3.89806|10.8622|485.841|17.7486|0|0|0|
- after update actions regrets:7.20604|1614.44|3.89806|10.8622|485.841|17.7486|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.755618, regret:1614.44, randomc:0.014243
- total pot:600
- python rec ai action: call
- community cards:9h|7h|6c|
- mycard:1, range:0.754413
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:177.186|30.8596|5.12228|0.61942|0.102009|0|0.00125918|0.109544|
- after update actions regrets:177.186|30.8596|5.12228|0.61942|0.102009|0|0.00125918|0.109544|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.0235849, regret:5.12228, randomc:0.992384
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1943 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Kd8d
- board: 9h7h6c
- action_history: 0:r300,1:c/1:r600,0:f
- total_win: 120850
- AI position:0
- AI card:8s|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions regrets:0|163.432|1478.65|489.369|8.54865|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.6913, regret:1478.65, randomc:0.208265
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2140|0|0|0|
- after update actions regrets:2140|0|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.964874
- total pot:800
- python rec ai action: fold
- -------------- game: 1944 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 8s5d,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 120650
- AI position:1
- AI card:5c|6h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.549111, regret:1174.31, randomc:0.323121
- total pot:400
- python rec ai action: fold
- -------------- game: 1945 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 6h5c
- board:
- action_history: 0:r300,1:f
- total_win: 120550
- AI position:0
- AI card:2h|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions regrets:0|133.743|1413.19|587.779|5.28706|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.660898, regret:1413.19, randomc:0.29071
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:3s|2c|5s|
- mycard:0, range:0.660369
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:137.64|40.8269|11.8849|22.5856|1.02161|0.0409415|0|0|
- after update actions regrets:137.64|40.8269|11.8849|22.5856|1.02161|0.0409415|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 400, probability:0.0521327, regret:11.8849, randomc:0.869858
- total pot:800
- python rec ai action: raise 400
- opp action:call
- total pot:1200
- community cards:3s|2c|5s|8c|
- mycard:0, range:0.0366748
- turn subgame infoset node:1809600
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:126.287|80.93|6.68288|0.1|0|
- mycard range:0.0366748
- update strategy
- iter:12000
- after update actions regrets:68893.2|-35059.2|-72190.4|-63159|-982980|
- after update actions average regrets:7453.45|368.859|1933.21|906.037|0|
- AI take action:check, probability:0.699156, regret:68893.2, randomc:0.621714
- total pot:1200
- python rec ai action: check
- community cards:3s|2c|5s|8c|7s|
- mycard:0, range:0.0256392
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:2.47983|0|174.998|36.5224|0|
- mycard range:0.0256392
- update strategy
- iter:12000
- after update actions regrets:1080.26|-144928|-214280|-410286|-4.09068e+06|
- after update actions average regrets:10607|0|0|0|0|
- AI take action:check, probability:1, regret:1080.26, randomc:0.205539
- total pot:1200
- python rec ai action: check
- -------------- game: 1946 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 2hQh, 4s3d
- board: 3s2c5s8c7s
- action_history: 0:r200,1:c/1:c,0:r400,1:c/1:c,0:c/1:c,0:c
- total_win: 119950
- AI position:1
- AI card:4s|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.926182
- total pot:400
- python rec ai action: fold
- -------------- game: 1947 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4s2h
- board:
- action_history: 0:r300,1:f
- total_win: 119850
- AI position:0
- AI card:7d|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions regrets:0|91.8393|1611.19|433.473|3.49482|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.202526, regret:433.473, randomc:0.926182
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Js|7h|6c|
- mycard:0, range:0.202558
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:202.235|10.5474|0.782878|0.0788559|0.327138|0|0.0273971|0.00130797|
- after update actions regrets:202.235|10.5474|0.782878|0.0788559|0.327138|0|0.0273971|0.00130797|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.95283, regret:202.235, randomc:0.0975335
- total pot:600
- python rec ai action: check
- community cards:Js|7h|6c|5d|
- mycard:0, range:0.191422
- turn subgame infoset node:3134208
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.227533|213.553|0.155665|0.0112092|0.0378403|0.0149028|
- mycard range:0.191422
- update strategy
- iter:12000
- after update actions regrets:-48278.9|15020.5|-17133.9|-60798.1|-74278.1|-1.07944e+06|
- after update actions average regrets:0|10511.3|232.392|7.76019|0|0|
- AI take action:call, probability:0.977767, regret:15020.5, randomc:0.928789
- total pot:1800
- python rec ai action: call
- community cards:Js|7h|6c|5d|8c|
- mycard:0, range:0.187146
- opp action:check
- total pot:1800
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.187146
- update strategy
- iter:12000
- after update actions regrets:-12617.4|3216.6|-5217.4|-62057.4|-311828|
- after update actions average regrets:4261.24|5728.11|598.87|0|0|
- AI take action:raise 900, probability:0.541041, regret:3216.6, randomc:0.609121
- total pot:2700
- python rec ai action: raise 900
- -------------- game: 1948 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: 7dQh, 4dQd
- board: Js7h6c5d8c
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:c/1:c,0:r900,1:c
- total_win: 118050
- AI position:1
- AI card:5c|Ad
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1326.82|10.5492|579.469|164.368|33.6198|22.1877|2.43896|0.545657|
- after update actions regrets:1326.82|10.5492|579.469|164.368|33.6198|22.1877|2.43896|0.545657|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.620787, regret:1326.82, randomc:0.382973
- total pot:200
- python rec ai action: check
- community cards:7c|Kd|8d|
- mycard:1, range:0.62001
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:192.603|19.9897|1.24499|0.117925|0.0442654|0|0|0|
- after update actions regrets:192.603|19.9897|1.24499|0.117925|0.0442654|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.90566, regret:192.603, randomc:0.851976
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7c|Kd|8d|4h|
- mycard:1, range:0.558018
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:213.757|0.148432|0|0.0946559|0|
- mycard range:0.558018
- update strategy
- iter:12000
- after update actions regrets:2413.11|1686.5|-590.646|-1088.55|-129944|
- after update actions average regrets:5005.63|4418.44|403.849|262.368|0|
- AI take action:check, probability:0.496134, regret:2413.11, randomc:0.358432
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:7c|Kd|8d|4h|3d|
- mycard:1, range:0.276824
- before update actions:l|1|2|4|n|
- before update actions regrets:213.945|0|0.0551786|0|0|
- mycard range:0.276824
- update strategy
- iter:12000
- after update actions regrets:243.556|-7707.39|-10877.3|-13419.4|-41920.4|
- after update actions average regrets:10103|0|0|0|0|
- AI take action:check, probability:1, regret:243.556, randomc:0.0666447
- total pot:200
- python rec ai action: check
- -------------- game: 1949 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: Jc4d, Ad5c
- board: 7cKd8d4h3d
- action_history: 0:c,1:c/1:c,0:c/1:c,0:c/1:c,0:c
- total_win: 117950
- AI position:0
- AI card:7c|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.797|1557.18|432.403|4.62357|0|0|0|0|
- after update actions regrets:0|145.797|1557.18|432.403|4.62357|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.728251, regret:1557.18, randomc:0.129768
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:0|1923.55|216.454|0|
- after update actions regrets:0|1923.55|216.454|0|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.899018, regret:1923.55, randomc:0.746846
- total pot:1200
- python rec ai action: call
- community cards:9d|Th|6c|
- mycard:0, range:0.654053
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|8|20|n|
- before update actions regrets:122.341|89.0429|2.61623|0|0|0|0|
- after update actions regrets:122.341|89.0429|2.61623|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|
- AI take action:check, probability:0.57277, regret:122.341, randomc:0.302017
- total pot:1200
- python rec ai action: check
- community cards:9d|Th|6c|2d|
- mycard:0, range:0.373913
- turn subgame infoset node:1809600
- opp action:raise 1200
- total pot:2400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:210.757|2.64456|0.159435|0.438687|0|0|
- mycard range:0.373913
- update strategy
- iter:12000
- after update actions regrets:218.203|-446.91|-1680.39|-1806.12|-1494.55|-3474.55|
- after update actions average regrets:10484.1|95.857|0|0|0|0|
- AI take action:fold, probability:0.99102, regret:218.203, randomc:0.716094
- total pot:2400
- python rec ai action: fold
- -------------- game: 1950 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: Qc7c,
- board: 9dTh6c2d
- action_history: 0:r200,1:r600,0:c/1:c,0:c/1:r1200,0:f
- total_win: 117350
- AI position:1
- AI card:9h|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:6.98659|1413.27|3.76995|11.5568|676.868|27.3551|0|0|0.193584|
- after update actions regrets:6.98659|1413.27|3.76995|11.5568|676.868|27.3551|0|0|0.193584|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.661517, regret:1413.27, randomc:0.0174237
- total pot:600
- python rec ai action: call
- community cards:Ts|Tc|Ad|
- mycard:1, range:0.660406
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:134.326|55.4854|15.6288|7.3047|1.11182|0.00815632|0.0244945|0.110732|
- after update actions regrets:134.326|55.4854|15.6288|7.3047|1.11182|0.00815632|0.0244945|0.110732|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.632075, regret:134.326, randomc:0.15116
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ts|Tc|Ad|6d|
- mycard:1, range:0.414531
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:135.537|31.0767|2.28688|45.0996|0|
- mycard range:0.414531
- update strategy
- iter:12000
- after update actions regrets:10017.8|31636.6|15636.8|9603.58|-183246|
- after update actions average regrets:647.127|4462.52|1205.43|3682.52|35.5457|
- AI take action:raise 300, probability:0.444821, regret:31636.6, randomc:0.174999
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:Ts|Tc|Ad|6d|3d|
- mycard:1, range:0.184374
- before update actions:l|1|2|4|n|
- before update actions regrets:0.846581|193.562|15.7708|3.81174|0.00936501|
- mycard range:0.184374
- update strategy
- iter:12000
- after update actions regrets:-288.386|-22156.8|6720.39|20247.3|-2.13921e+06|
- after update actions average regrets:1393.92|541.814|3199.6|5159.89|0|
- AI take action:check, probability:0.135348, regret:-288.386, randomc:0.110412
- total pot:1200
- python rec ai action: check
- -------------- game: 1951 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: JsJd, Th9h
- board: TsTcAd6d3d
- action_history: 0:r300,1:c/1:c,0:c/1:r300,0:c/1:c,0:c
- total_win: 117950
- AI position:0
- AI card:Th|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions regrets:0|66.8973|1353.51|710.366|9.23085|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.632834, regret:1353.51, randomc:0.262582
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8s|3s|4h|
- mycard:0, range:0.632479
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:19.4006|124.202|69.8007|0.339091|0.137118|0.120141|0|0|
- after update actions regrets:19.4006|124.202|69.8007|0.339091|0.137118|0.120141|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.584906, regret:124.202, randomc:0.433019
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1952 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: ThKh,
- board: 8s3s4h
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 118150
- AI position:1
- AI card:4d|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.405731
- total pot:400
- python rec ai action: fold
- -------------- game: 1953 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2h4d
- board:
- action_history: 0:r300,1:f
- total_win: 118050
- AI position:0
- AI card:7s|Jc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions regrets:0|79.2228|1586.79|472.296|1.69345|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.741815, regret:1586.79, randomc:0.16849
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4s|Ah|5c|
- mycard:0, range:0.74149
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:210.811|2.45633|0.422797|0.301651|0.00800543|0|0|0|
- after update actions regrets:210.811|2.45633|0.422797|0.301651|0.00800543|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990566, regret:210.811, randomc:0.736929
- total pot:400
- python rec ai action: check
- community cards:4s|Ah|5c|Ac|
- mycard:0, range:0.730441
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:39.6457|66.4506|107.904|0|0|
- mycard range:0.730441
- update strategy
- iter:12000
- after update actions regrets:-29490.2|18819.6|6348.95|-30483|-5.8106e+06|
- after update actions average regrets:0|6433.63|3169.54|1268.86|0|
- AI take action:raise 200, probability:0.591812, regret:18819.6, randomc:0.28011
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:4s|Ah|5c|Ac|Ad|
- mycard:0, range:0.432245
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.432245
- update strategy
- iter:12000
- after update actions regrets:40552.6|-48766.4|22148.6|17814.6|-132618|
- after update actions average regrets:4258.91|26.5883|2887.47|2300.62|1472.19|
- AI take action:raise 1600, probability:0.21018, regret:17814.6, randomc:0.726426
- total pot:2400
- python rec ai action: raise 1600
- -------------- game: 1954 -----------------
- win_money: -2000
- players: Bot, OpenStackTwo
- hand: 7sJc, 5d8h
- board: 4sAh5cAcAd
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:c/1:c,0:r1600,1:c
- total_win: 116050
- AI position:1
- AI card:4s|Th
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.995939
- total pot:400
- python rec ai action: fold
- -------------- game: 1955 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 4sTh
- board:
- action_history: 0:r300,1:f
- total_win: 115950
- AI position:0
- AI card:Qc|3h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions regrets:0|236.033|1391.27|500.211|12.3291|0.159301|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.233754, regret:500.211, randomc:0.979936
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7h|3d|Qh|
- mycard:0, range:0.233743
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.109969|161.846|36.9655|13.7983|1.20914|0.0187781|0.0397391|0.0125|
- after update actions regrets:0.109969|161.846|36.9655|13.7983|1.20914|0.0187781|0.0397391|0.0125|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 600, probability:0.170616, regret:36.9655, randomc:0.859735
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1956 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 3hQc,
- board: 7h3dQh
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 116250
- AI position:1
- AI card:Ac|7d
- -------------- game: 1957 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 7dAc
- board:
- action_history: 0:f
- total_win: 116300
- AI position:0
- AI card:4d|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|111.061|1539.79|485.031|3.97114|0.147792|0|0|0|
- after update actions regrets:0|111.061|1539.79|485.031|3.97114|0.147792|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.226848, regret:485.031, randomc:0.886146
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1958 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4dTd,
- board:
- action_history: 0:r300,1:f
- total_win: 116400
- AI position:1
- AI card:Jd|2h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.864746
- total pot:400
- python rec ai action: fold
- -------------- game: 1959 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Jd2h
- board:
- action_history: 0:r300,1:f
- total_win: 116300
- AI position:0
- AI card:As|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.820944, regret:1756.12, randomc:0.0688322
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9c|Ad|Ts|
- mycard:0, range:0.820617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:0.569051|185.819|26.87|0.450253|0.24698|0.00898693|0.00964052|0.025817|
- after update actions regrets:0.569051|185.819|26.87|0.450253|0.24698|0.00898693|0.00964052|0.025817|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.876777, regret:185.819, randomc:0.552849
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1960 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: As5d,
- board: 9cAdTs
- action_history: 0:r200,1:c/1:c,0:r200,1:f
- total_win: 116500
- AI position:1
- AI card:7d|4h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.0292207
- total pot:400
- python rec ai action: fold
- -------------- game: 1961 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7d4h
- board:
- action_history: 0:r300,1:f
- total_win: 116400
- AI position:0
- AI card:4c|7d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions regrets:0|293.921|1281.58|551.995|12.3829|0.123537|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.599438, regret:1281.58, randomc:0.529564
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:9d|9s|3d|
- mycard:0, range:0.598868
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:4.46172|189.427|19.2103|0.823568|0.0757073|0.00135891|0|0|
- after update actions regrets:4.46172|189.427|19.2103|0.823568|0.0757073|0.00135891|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.891509, regret:189.427, randomc:0.217512
- total pot:600
- python rec ai action: raise 200
- opp action:call
- total pot:800
- community cards:9d|9s|3d|3c|
- mycard:0, range:0.530103
- turn subgame infoset node:2372672
- opp action:check
- total pot:800
- before update actions:l|1|2|4|n|
- before update actions regrets:3.9618|49.908|156.79|3.34045|0|
- mycard range:0.530103
- update strategy
- iter:12000
- after update actions regrets:11775.3|10142.1|41659.9|-20794.5|-3.43391e+06|
- after update actions average regrets:2719.1|4294.43|3279.53|433.652|0|
- AI take action:raise 800, probability:0.305734, regret:41659.9, randomc:0.91345
- total pot:1600
- python rec ai action: raise 800
- -------------- game: 1962 -----------------
- win_money: 400
- players: Bot, OpenStackTwo
- hand: 4c7d,
- board: 9d9s3d3c
- action_history: 0:r200,1:c/1:c,0:r200,1:c/1:c,0:r800,1:f
- total_win: 116800
- AI position:1
- AI card:7c|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:832.078|1307.92|0|0|0|0|0|0|0|
- after update actions regrets:832.078|1307.92|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.388967, regret:832.078, randomc:0.157832
- total pot:400
- python rec ai action: fold
- -------------- game: 1963 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 7cQd
- board:
- action_history: 0:r300,1:f
- total_win: 116700
- AI position:0
- AI card:4s|Qh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions regrets:0|129.424|1542.54|460.358|7.67573|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.721235, regret:1542.54, randomc:0.391033
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:2136.23|0|3.77305|0|
- after update actions regrets:2136.23|0|3.77305|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.998597, regret:2136.23, randomc:0.958304
- total pot:800
- python rec ai action: fold
- -------------- game: 1964 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Qh4s,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 116500
- AI position:1
- AI card:Js|Tc
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions regrets:9.58677|1721.24|3.21093|9.74484|387.429|8.78847|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.805335, regret:1721.24, randomc:0.674016
- total pot:600
- python rec ai action: call
- community cards:Ad|2d|7h|
- mycard:1, range:0.804318
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.881|0.977446|0.823761|0.221349|0|0|0.0353029|0.0610405|
- after update actions regrets:211.881|0.977446|0.823761|0.221349|0|0|0.0353029|0.0610405|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:211.881, randomc:0.669941
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|2d|7h|Ts|
- mycard:1, range:0.796354
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:11.2411|171.818|30.8542|0.00696933|0.0794555|
- mycard range:0.796354
- update strategy
- iter:12000
- after update actions regrets:17824.8|7099.38|-34736.6|-90798.4|-797282|
- after update actions average regrets:8046.78|2541.97|8.8546|0|0|
- AI take action:check, probability:0.759415, regret:17824.8, randomc:0.583978
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ad|2d|7h|Ts|Jd|
- mycard:1, range:0.604673
- before update actions:l|1|2|4|n|
- before update actions regrets:3.01799|31.61|5.4745|173.891|0.00633276|
- mycard range:0.604673
- update strategy
- iter:12000
- after update actions regrets:8460.59|10341.2|1259.14|-812.3|-1.16461e+06|
- after update actions average regrets:5862|2470.58|1499.39|739.25|0|
- AI take action:raise 1200, probability:0.0699215, regret:-812.3, randomc:0.987471
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1965 -----------------
- win_money: 1500
- players: OpenStackTwo, Bot
- hand: KdJh, TcJs
- board: Ad2d7hTsJd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r1200,0:c
- total_win: 118000
- AI position:0
- AI card:6s|Th
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions regrets:0|109.112|1515.53|509.982|5.37672|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.708606, regret:1515.53, randomc:0.709114
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ts|9h|Kh|
- mycard:0, range:0.708192
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:196.834|16.9085|0.150466|0.0434449|0|0.00323034|0.00522222|0.0549869|
- after update actions regrets:196.834|16.9085|0.150466|0.0434449|0|0.00323034|0.00522222|0.0549869|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.924528, regret:196.834, randomc:0.0630351
- total pot:400
- python rec ai action: check
- community cards:Ts|9h|Kh|6h|
- mycard:0, range:0.651385
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0295414|2.47982|211.378|0.112848|0|
- mycard range:0.651385
- update strategy
- iter:12000
- after update actions regrets:34431|-1936.66|6674.24|-54962|-2.74802e+06|
- after update actions average regrets:4155.38|2988.2|3714.72|23.2635|0|
- AI take action:check, probability:0.381893, regret:34431, randomc:0.371029
- total pot:400
- python rec ai action: check
- community cards:Ts|9h|Kh|6h|4d|
- mycard:0, range:0.248747
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0.0115269|213.04|0.900857|0.0390595|0.00838323|0|
- mycard range:0.248747
- update strategy
- iter:12000
- after update actions regrets:-797757|-9449.82|9634.04|12975.2|-16160.8|-1.17626e+06|
- after update actions average regrets:0|1564.79|3144.46|5679|509.487|0|
- AI take action:raise 1000, probability:0.288573, regret:9634.04, randomc:0.406529
- total pot:1800
- python rec ai action: raise 1000
- -------------- game: 1966 -----------------
- win_money: 1200
- players: Bot, OpenStackTwo
- hand: Th6s, 8hKd
- board: Ts9hKh6h4d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:r1000,1:c
- total_win: 119200
- AI position:1
- AI card:7c|Ah
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1102.88|8.97483|650.069|236.91|69.1335|71.225|0.802548|0|
- after update actions regrets:1102.88|8.97483|650.069|236.91|69.1335|71.225|0.802548|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 2100, probability:0.0332397, regret:71.225, randomc:0.973194
- total pot:2200
- python rec ai action: raise 2100
- -------------- game: 1967 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , Ah7c
- board:
- action_history: 0:c,1:r2100,0:f
- total_win: 119300
- AI position:0
- AI card:3d|5h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions regrets:0|199.575|1298.43|627.708|13.9988|0.289828|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.293402, regret:627.708, randomc:0.990732
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1968 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 3d5h,
- board:
- action_history: 0:r300,1:f
- total_win: 119400
- AI position:1
- AI card:Ks|3h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions regrets:1611.36|528.643|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.246844, regret:528.643, randomc:0.99878
- total pot:600
- python rec ai action: call
- community cards:Ah|Tc|2s|
- mycard:1, range:0.24703
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:170.311|43.2288|0.379975|0.0106309|0.0338439|0|0|0.0357576|
- after update actions regrets:170.311|43.2288|0.379975|0.0106309|0.0338439|0|0|0.0357576|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.798122, regret:170.311, randomc:0.497185
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ah|Tc|2s|3d|
- mycard:1, range:0.196598
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:209.623|4.00784|0.282363|0.0869972|0|
- mycard range:0.196598
- update strategy
- iter:12000
- after update actions regrets:11696.6|-8990.97|-62153.7|-78422.9|-935905|
- after update actions average regrets:9421.72|982.984|0|0|0|
- AI take action:check, probability:0.905604, regret:11696.6, randomc:0.319834
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ah|Tc|2s|3d|Kd|
- mycard:1, range:0.178024
- before update actions:l|1|2|4|n|
- before update actions regrets:8.51822|169.915|2.61955|32.9357|0.0117262|
- mycard range:0.178024
- update strategy
- iter:12000
- after update actions regrets:-10909.5|8048.86|-13897.4|-26169.1|-880344|
- after update actions average regrets:74.5075|10195.1|301.272|24.6892|0|
- AI take action:raise 300, probability:0.962337, regret:8048.86, randomc:0.364268
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1969 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 3hKs
- board: AhTc2s3dKd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 119700
- AI position:0
- AI card:6c|7c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|145.692|1406.07|577.256|10.4302|0.549312|0|0|0|
- after update actions regrets:0|145.692|1406.07|577.256|10.4302|0.549312|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.269878, regret:577.256, randomc:0.927996
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:8h|2c|Kh|
- mycard:0, range:0.269746
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.654|0.152635|0.794295|2.95603|0.41392|0.00919118|0|0.0198529|
- after update actions regrets:209.654|0.152635|0.794295|2.95603|0.41392|0.00919118|0|0.0198529|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.990521, regret:209.654, randomc:0.363912
- total pot:600
- python rec ai action: check
- community cards:8h|2c|Kh|5s|
- mycard:0, range:0.264268
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:1.59864|61.3127|146.898|4.19033|0|
- mycard range:0.264268
- update strategy
- iter:12000
- after update actions regrets:23068.6|28682.3|10545.9|17105.2|-1.2637e+06|
- after update actions average regrets:4801.09|5011.52|466.376|558.673|0|
- AI take action:raise 300, probability:0.46244, regret:28682.3, randomc:0.676839
- total pot:900
- python rec ai action: raise 300
- opp action:call
- total pot:1200
- community cards:8h|2c|Kh|5s|6h|
- mycard:0, range:0.122202
- opp action:check
- total pot:1200
- before update actions:l|1|2|4|n|
- before update actions regrets:214|0|0|0|0|
- mycard range:0.122202
- update strategy
- iter:12000
- after update actions regrets:3447.09|-383090|-470588|-140732|-2.14473e+06|
- after update actions average regrets:10792|0|0|0|0|
- AI take action:check, probability:1, regret:3447.09, randomc:0.155312
- total pot:1200
- python rec ai action: check
- -------------- game: 1970 -----------------
- win_money: -600
- players: Bot, OpenStackTwo
- hand: 7c6c, 7s8d
- board: 8h2cKh5s6h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:r300,1:c/1:c,0:c
- total_win: 119100
- AI position:1
- AI card:Td|Qd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:614.142|19.0463|990.445|357.788|91.6821|66.6539|0.243133|0|
- after update actions regrets:614.142|19.0463|990.445|357.788|91.6821|66.6539|0.243133|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.287319, regret:614.142, randomc:0.260028
- total pot:200
- python rec ai action: check
- community cards:Kc|9c|Jh|
- mycard:1, range:0.286982
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:164.477|35.2917|10.5364|2.96284|0.654737|0.0581277|0.0166641|0.00249406|
- after update actions regrets:164.477|35.2917|10.5364|2.96284|0.654737|0.0581277|0.0166641|0.00249406|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.777251, regret:164.477, randomc:0.250702
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:Kc|9c|Jh|Jd|
- mycard:1, range:0.22057
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:182.474|30.6444|0.355838|0.52547|0|
- mycard range:0.22057
- update strategy
- iter:12000
- after update actions regrets:2619.66|2552.83|4860.54|5492.71|-24695.8|
- after update actions average regrets:743.48|401.374|2474.12|5040.41|1356.05|
- AI take action:raise 200, probability:0.247054, regret:4860.54, randomc:0.310369
- total pot:400
- python rec ai action: raise 200
- opp action:call
- total pot:600
- community cards:Kc|9c|Jh|Jd|Qh|
- mycard:1, range:0.0544875
- before update actions:l|1|2|4|n|
- before update actions regrets:0.4174|209.507|2.50417|1.5711|0|
- mycard range:0.0544875
- update strategy
- iter:12000
- after update actions regrets:1464.92|1587.01|2665.01|205.073|-154058|
- after update actions average regrets:1831.85|2162.65|5446.28|751.786|0|
- AI take action:raise 1200, probability:0.0736997, regret:205.073, randomc:0.992526
- total pot:1800
- python rec ai action: raise 1200
- -------------- game: 1971 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , QdTd
- board: Kc9cJhJdQh
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:c/1:r1200,0:f
- total_win: 119400
- AI position:0
- AI card:As|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions regrets:0|108.725|1231.16|787.912|11.801|0.40143|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.368273, regret:787.912, randomc:0.86771
- total pot:400
- python rec ai action: raise 300
- -------------- game: 1972 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: TdAs,
- board:
- action_history: 0:r300,1:f
- total_win: 119500
- AI position:1
- AI card:9s|Kh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions regrets:14.2494|1786.01|2.24233|8.20906|305.373|23.919|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.83536, regret:1786.01, randomc:0.490255
- total pot:600
- python rec ai action: call
- community cards:Td|2s|Qd|
- mycard:1, range:0.834583
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.621|1.75515|0.603665|0.00925799|0|0.0105372|0|0|
- after update actions regrets:211.621|1.75515|0.603665|0.00925799|0|0.0105372|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995283, regret:211.621, randomc:0.597682
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Td|2s|Qd|2d|
- mycard:1, range:0.825306
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:134.133|3.83893|73.8009|2.22736|0|
- mycard range:0.825306
- update strategy
- iter:12000
- after update actions regrets:10368.9|-26422.4|-27111.5|-26046.1|-1.96609e+06|
- after update actions average regrets:9744.94|539.41|197.002|0|0|
- AI take action:check, probability:0.929771, regret:10368.9, randomc:0.100879
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Td|2s|Qd|2d|Jd|
- mycard:1, range:0.767321
- before update actions:l|1|2|4|n|
- before update actions regrets:1.02538|212.839|0.100078|0.03523|0|
- mycard range:0.767321
- update strategy
- iter:12000
- after update actions regrets:2795.37|4309.19|-36059.6|-113975|-838153|
- after update actions average regrets:4949.91|5498.6|0|0|0|
- AI take action:raise 300, probability:0.526275, regret:4309.19, randomc:0.83271
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1973 -----------------
- win_money: 600
- players: OpenStackTwo, Bot
- hand: As3s, Kh9s
- board: Td2sQd2dJd
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:c
- total_win: 120100
- AI position:0
- AI card:Kd|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.285447, regret:610.733, randomc:0.76355
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:2d|2h|5d|
- mycard:0, range:0.285389
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:209.922|3.81895|0.14568|0.111097|0|0|0.00186084|0|
- after update actions regrets:209.922|3.81895|0.14568|0.111097|0|0|0.00186084|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.985849, regret:209.922, randomc:0.607927
- total pot:600
- python rec ai action: check
- community cards:2d|2h|5d|8s|
- mycard:0, range:0.279951
- turn subgame infoset node:3134208
- opp action:check
- total pot:600
- before update actions:l|1|2|4|n|
- before update actions regrets:213.967|0.0268519|0.00648148|0|0|
- mycard range:0.279951
- update strategy
- iter:12000
- after update actions regrets:6650.84|-129498|-171800|-181605|-2.47645e+06|
- after update actions average regrets:10506|0|0|0|0|
- AI take action:check, probability:1, regret:6650.84, randomc:0.88745
- total pot:600
- python rec ai action: check
- community cards:2d|2h|5d|8s|4h|
- mycard:0, range:0.279951
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|4|n|
- before update actions regrets:168.511|29.9179|0.18555|9.97177|5.3583|0.0550364|
- mycard range:0.279951
- update strategy
- iter:12000
- after update actions regrets:744.962|-21052.6|-47779.4|-53176.6|-108429|-445229|
- after update actions average regrets:10583|0|0|0|0|0|
- AI take action:fold, probability:1, regret:744.962, randomc:0.352172
- total pot:1200
- python rec ai action: fold
- -------------- game: 1974 -----------------
- win_money: -300
- players: Bot, OpenStackTwo
- hand: KdJh,
- board: 2d2h5d8s4h
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r600,0:f
- total_win: 119800
- AI position:1
- AI card:2c|7c
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.531941
- total pot:400
- python rec ai action: fold
- -------------- game: 1975 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 2c7c
- board:
- action_history: 0:r300,1:f
- total_win: 119700
- AI position:0
- AI card:7c|Td
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions regrets:0|97.1447|1544.26|495.933|2.66268|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.72217, regret:1544.26, randomc:0.531941
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Js|8s|4c|
- mycard:0, range:0.721617
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:166.508|13.5309|27.2013|6.74039|0.0191649|0|0|0|
- after update actions regrets:166.508|13.5309|27.2013|6.74039|0.0191649|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.783019, regret:166.508, randomc:0.198385
- total pot:400
- python rec ai action: check
- community cards:Js|8s|4c|As|
- mycard:0, range:0.561473
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:14.2985|0.418391|192.574|6.70956|0|
- mycard range:0.561473
- update strategy
- iter:12000
- after update actions regrets:13399.7|-8537.21|14814.9|-21005.9|-4.04326e+06|
- after update actions average regrets:2485.45|10.4517|8082.82|264.323|0|
- AI take action:check, probability:0.229222, regret:13399.7, randomc:0.210027
- total pot:400
- python rec ai action: check
- community cards:Js|8s|4c|As|6h|
- mycard:0, range:0.128701
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.337476|9.14804|203.311|1.20327|0|
- mycard range:0.128701
- update strategy
- iter:12000
- after update actions regrets:-111798|8113.79|4360.95|-34647.2|-1.4927e+06|
- after update actions average regrets:0|5466.61|4942.73|247.364|0|
- AI take action:raise 200, probability:0.512999, regret:8113.79, randomc:0.342465
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1976 -----------------
- win_money: -400
- players: Bot, OpenStackTwo
- hand: Td7c, 9c8h
- board: Js8s4cAs6h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r200,1:c
- total_win: 119300
- AI position:1
- AI card:7d|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions regrets:14.1555|1687.92|2.47425|8.46109|416.816|9.9973|0|0|0.173636|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.789794, regret:1687.92, randomc:0.502364
- total pot:600
- python rec ai action: call
- community cards:2s|8d|7s|
- mycard:1, range:0.788749
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:177.382|34.1189|1.85128|0.547741|0.063791|0.0122477|0.0203003|0.0037717|
- after update actions regrets:177.382|34.1189|1.85128|0.547741|0.063791|0.0122477|0.0203003|0.0037717|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.834906, regret:177.382, randomc:0.675346
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:0.130716|207.114|0.353833|6.13966|0.261696|
- after update actions regrets:0.130716|207.114|0.353833|6.13966|0.261696|
- after update actions average regrets:0|0|0|0|0|
- AI take action:call, probability:0.971831, regret:207.114, randomc:0.696516
- total pot:1800
- python rec ai action: call
- community cards:2s|8d|7s|Jc|
- mycard:1, range:0.632747
- turn subgame infoset node:1228992
- before update actions:l|1|2|4|n|
- before update actions regrets:212.19|1.10861|0.309754|0.391674|0|
- mycard range:0.632747
- update strategy
- iter:12000
- after update actions regrets:14083|1699.96|-667.839|-20117.8|-229440|
- after update actions average regrets:7565.74|2170.16|558.15|2.30521|0|
- AI take action:raise 900, probability:0.210782, regret:1699.96, randomc:0.874499
- total pot:2700
- python rec ai action: raise 900
- opp action:call
- total pot:3600
- community cards:2s|8d|7s|Jc|Kc|
- mycard:1, range:0.133364
- before update actions:l|1|2|4|n|
- before update actions regrets:209.1|0.44693|3.82995|0.453579|0.16922|
- mycard range:0.133364
- update strategy
- iter:12000
- after update actions regrets:4224.97|-7096.69|11138.7|-6809.68|-142789|
- after update actions average regrets:2261.71|396.284|7130.42|503.633|0|
- AI take action:raise 3600, probability:0.692906, regret:11138.7, randomc:0.861527
- total pot:7200
- python rec ai action: raise 3600
- -------------- game: 1977 -----------------
- win_money: 1800
- players: OpenStackTwo, Bot
- hand: , Jd7d
- board: 2s8d7sJcKc
- action_history: 0:r300,1:c/1:c,0:r600,1:c/1:r900,0:c/1:r3600,0:f
- total_win: 121100
- AI position:0
- AI card:3c|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions regrets:372.913|223.536|1013.98|509.828|19.2339|0.507834|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.474251, regret:1013.98, randomc:0.651977
- total pot:300
- python rec ai action: raise 200
- opp action:raise 600
- total pot:800
- before update actions:d|l|2|n|
- before update actions regrets:1728.31|411.69|0|0|
- after update actions regrets:1728.31|411.69|0|0|
- after update actions average regrets:0|0|0|0|
- AI take action:fold, probability:0.807854, regret:1728.31, randomc:0.278099
- total pot:800
- python rec ai action: fold
- -------------- game: 1978 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 3c4h,
- board:
- action_history: 0:r200,1:r600,0:f
- total_win: 120900
- AI position:1
- AI card:5c|8d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions regrets:2139.52|0.482129|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2139.52, randomc:0.00586883
- total pot:400
- python rec ai action: fold
- -------------- game: 1979 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , 5c8d
- board:
- action_history: 0:r300,1:f
- total_win: 120800
- AI position:0
- AI card:Kc|Jd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions regrets:0|114.646|1404.99|610.733|9.61551|0.016852|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.656996, regret:1404.99, randomc:0.576291
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1980 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: JdKc,
- board:
- action_history: 0:r200,1:f
- total_win: 120900
- AI position:1
- AI card:2s|4h
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1896.29|0.00389625|66.3295|52.6475|42.2316|81.7569|0.744858|0|
- after update actions regrets:1896.29|0.00389625|66.3295|52.6475|42.2316|81.7569|0.744858|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.887225, regret:1896.29, randomc:0.881265
- total pot:200
- python rec ai action: check
- community cards:3h|3c|7d|
- mycard:1, range:0.886115
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.875|2.02467|0.10042|0|0|0|0|0|
- after update actions regrets:211.875|2.02467|0.10042|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.875, randomc:0.603761
- total pot:200
- python rec ai action: check
- opp action:check
- total pot:200
- community cards:3h|3c|7d|2c|
- mycard:1, range:0.877315
- turn subgame infoset node:5964816
- before update actions:l|1|2|4|n|
- before update actions regrets:62.5196|151.033|0.439882|0.00720823|0|
- mycard range:0.877315
- update strategy
- iter:12000
- after update actions regrets:-839.019|1277.5|-165.098|-2341.53|-50333.5|
- after update actions average regrets:2357.99|4948.59|2988.04|58.8603|0|
- AI take action:raise 200, probability:0.288668, regret:-165.098, randomc:0.975281
- total pot:400
- python rec ai action: raise 200
- -------------- game: 1981 -----------------
- win_money: 100
- players: OpenStackTwo, Bot
- hand: , 4h2s
- board: 3h3c7d2c
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:f
- total_win: 121000
- AI position:0
- AI card:Js|Qc
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions regrets:0|130.534|1565.06|439.309|5.09624|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.73165, regret:1565.06, randomc:0.254784
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:8c|2c|9s|
- mycard:0, range:0.731337
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:208.6|0.461107|0.0407568|4.17616|0.722291|0|0|0|
- after update actions regrets:208.6|0.461107|0.0407568|4.17616|0.722291|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.981132, regret:208.6, randomc:0.497963
- total pot:400
- python rec ai action: check
- community cards:8c|2c|9s|6d|
- mycard:0, range:0.712882
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:206.034|0.538462|6.03604|1.39182|0|
- mycard range:0.712882
- update strategy
- iter:12000
- after update actions regrets:23164.9|20248.4|19556.9|-11381.8|-2.81343e+06|
- after update actions average regrets:2980.09|3152.34|3505.57|1120.28|0|
- AI take action:raise 200, probability:0.293018, regret:20248.4, randomc:0.407536
- total pot:600
- python rec ai action: raise 200
- -------------- game: 1982 -----------------
- win_money: 200
- players: Bot, OpenStackTwo
- hand: QcJs,
- board: 8c2c9s6d
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:r200,1:f
- total_win: 121200
- AI position:1
- AI card:5d|Jd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:22.9839|1883.41|1.25784|4.65423|204.371|23.3259|0|0|0|
- after update actions regrets:22.9839|1883.41|1.25784|4.65423|204.371|23.3259|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 2700, probability:0.0107628, regret:23.3259, randomc:0.995859
- total pot:3000
- python rec ai action: raise 2700
- -------------- game: 1983 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 5dJd
- board:
- action_history: 0:r300,1:r2700,0:f
- total_win: 121500
- AI position:0
- AI card:5d|Jh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions regrets:0|120.181|1562.09|452.905|4.82397|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.730589, regret:1562.09, randomc:0.275858
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:Ks|8c|As|
- mycard:0, range:0.729948
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:184.794|28.6175|0.22463|0.363454|0|0|0|0|
- after update actions regrets:184.794|28.6175|0.22463|0.363454|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.867925, regret:184.794, randomc:0.452652
- total pot:400
- python rec ai action: check
- community cards:Ks|8c|As|Qd|
- mycard:0, range:0.630329
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.971|0|0.0287674|0|0|
- mycard range:0.630329
- update strategy
- iter:12000
- after update actions regrets:4081.31|-104506|-166628|-148993|-2.35956e+06|
- after update actions average regrets:10845|0|0|0|0|
- AI take action:check, probability:1, regret:4081.31, randomc:0.660106
- total pot:400
- python rec ai action: check
- community cards:Ks|8c|As|Qd|Qh|
- mycard:0, range:0.630329
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:178.135|28.529|0|5.43426|1.90205|0|
- mycard range:0.630329
- update strategy
- iter:12000
- after update actions regrets:7739.62|-2524.51|-38503.5|-40058.1|-254969|-922852|
- after update actions average regrets:10705.3|116.524|0|0|0|0|
- AI take action:fold, probability:0.98928, regret:7739.62, randomc:0.55404
- total pot:800
- python rec ai action: fold
- -------------- game: 1984 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: Jh5d,
- board: Ks8cAsQdQh
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 121300
- AI position:1
- AI card:8c|Kd
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions regrets:1410.38|8.4251|536.667|123.51|26.4642|34.087|0.464695|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.659803, regret:1410.38, randomc:0.60471
- total pot:200
- python rec ai action: check
- community cards:Jh|6h|4h|
- mycard:1, range:0.659057
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:213.715|0.285043|0|0|0|0|0|0|
- after update actions regrets:213.715|0.285043|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:213.715, randomc:0.488481
- total pot:200
- python rec ai action: check
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|n|
- before update actions regrets:214|0|0|0|0|
- after update actions regrets:214|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:214, randomc:0.371686
- total pot:400
- python rec ai action: fold
- -------------- game: 1985 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Kd8c
- board: Jh6h4h
- action_history: 0:c,1:c/1:c,0:r200,1:f
- total_win: 121200
- AI position:0
- AI card:Ks|8c
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|76.6319|1556.74|506.626|0|0|0|0|0|
- after update actions regrets:0|76.6319|1556.74|506.626|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.727783, regret:1556.74, randomc:0.665864
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1986 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 8cKs,
- board:
- action_history: 0:r200,1:f
- total_win: 121300
- AI position:1
- AI card:6s|5h
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions regrets:1174.31|798.384|0.247563|0.325498|154.582|12.1554|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.373246, regret:798.384, randomc:0.773149
- total pot:600
- python rec ai action: call
- community cards:Ks|Qs|4c|
- mycard:1, range:0.373077
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.235|1.48701|0.169657|0.105329|0|0.0033557|0|0|
- after update actions regrets:212.235|1.48701|0.169657|0.105329|0|0.0033557|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.995305, regret:212.235, randomc:0.594122
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Ks|Qs|4c|Js|
- mycard:1, range:0.369999
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:1.58484|71.7896|133.141|7.48501|0|
- mycard range:0.369999
- update strategy
- iter:12000
- after update actions regrets:24859.7|6934.88|3410.24|-13938.4|-1.31188e+06|
- after update actions average regrets:5272.99|2783.39|2229.02|284.431|0|
- AI take action:raise 600, probability:0.21092, regret:3410.24, randomc:0.849753
- total pot:1200
- python rec ai action: raise 600
- -------------- game: 1987 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 6s5h
- board: KsQs4cJs
- action_history: 0:r300,1:c/1:c,0:c/1:r600,0:f
- total_win: 121600
- AI position:0
- AI card:6d|Qd
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|149.463|1567.3|414.666|8.13734|0.431792|0|0|0|
- after update actions regrets:0|149.463|1567.3|414.666|8.13734|0.431792|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.732928, regret:1567.3, randomc:0.548245
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:4s|7c|Ad|
- mycard:0, range:0.732384
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:98.2022|112.331|3.37741|0.0137537|0.0756659|0|0|0|
- after update actions regrets:98.2022|112.331|3.37741|0.0137537|0.0756659|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.460094, regret:98.2022, randomc:0.212482
- total pot:400
- python rec ai action: check
- community cards:4s|7c|Ad|Qc|
- mycard:0, range:0.336083
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:45.3513|0.477195|167.998|0.173388|0|
- mycard range:0.336083
- update strategy
- iter:12000
- after update actions regrets:15148.4|-21841.5|-31748.9|-138016|-3.2252e+06|
- after update actions average regrets:9994.32|740.426|37.2498|0|0|
- AI take action:check, probability:0.927862, regret:15148.4, randomc:0.204854
- total pot:400
- python rec ai action: check
- community cards:4s|7c|Ad|Qc|3h|
- mycard:0, range:0.31182
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0544872|73.1772|140.762|0.00650407|0|
- mycard range:0.31182
- update strategy
- iter:12000
- after update actions regrets:-132074|-17720.4|9788.14|-52261.6|-1.41991e+06|
- after update actions average regrets:0|2459.29|7591.76|377.887|0|
- AI take action:raise 400, probability:0.728014, regret:9788.14, randomc:0.298253
- total pot:800
- python rec ai action: raise 400
- opp action:raise 1600
- total pot:2400
- before update actions:d|l|2|n|
- before update actions regrets:-2973.09|7031.53|-43493.3|-103227|
- mycard range:0.31182
- update strategy
- iter:12000
- after update actions regrets:6441.29|7116.9|-107870|-57988.2|
- after update actions average regrets:7596.02|13339.8|0|0|
- AI take action:call, probability:0.637163, regret:7116.9, randomc:0.506581
- total pot:3600
- python rec ai action: call
- -------------- game: 1988 -----------------
- win_money: -1800
- players: Bot, OpenStackTwo
- hand: Qd6d, 3dAs
- board: 4s7cAdQc3h
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:c,0:r400,1:r1600,0:c
- total_win: 119800
- AI position:1
- AI card:2c|Qd
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions regrets:2140|0|0|0|0|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:1, regret:2140, randomc:0.375448
- total pot:400
- python rec ai action: fold
- -------------- game: 1989 -----------------
- win_money: -100
- players: OpenStackTwo, Bot
- hand: , Qd2c
- board:
- action_history: 0:r300,1:f
- total_win: 119700
- AI position:0
- AI card:6s|9h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions regrets:0|110.341|1542.2|484.378|3.08159|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.226274, regret:484.378, randomc:0.891875
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:7h|Jh|3s|
- mycard:0, range:0.226345
- opp action:check
- total pot:600
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:9.51766|189.256|8.51692|6.04542|0.405015|0.259193|0|0|
- after update actions regrets:9.51766|189.256|8.51692|6.04542|0.405015|0.259193|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.891509, regret:189.256, randomc:0.257932
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1990 -----------------
- win_money: 300
- players: Bot, OpenStackTwo
- hand: 6s9h,
- board: 7hJh3s
- action_history: 0:r300,1:c/1:c,0:r300,1:f
- total_win: 120000
- AI position:1
- AI card:7c|7d
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:4.45338|1593.37|5.79144|13.8387|519.329|1.43456|0.303039|0.466896|1.01142|
- after update actions regrets:4.45338|1593.37|5.79144|13.8387|519.329|1.43456|0.303039|0.466896|1.01142|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.745787, regret:1593.37, randomc:0.712019
- total pot:600
- python rec ai action: call
- community cards:Qs|4d|Th|
- mycard:1, range:0.744566
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:207.536|4.54741|1.7348|0.04508|0.0100482|0.0108114|0|0.115364|
- after update actions regrets:207.536|4.54741|1.7348|0.04508|0.0100482|0.0108114|0|0.115364|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.976415, regret:207.536, randomc:0.562872
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qs|4d|Th|5d|
- mycard:1, range:0.722078
- turn subgame infoset node:3134208
- before update actions:l|1|2|4|n|
- before update actions regrets:99.6706|114|0.297543|0.0320308|0|
- mycard range:0.722078
- update strategy
- iter:12000
- after update actions regrets:11167.9|76.2724|-43857.4|-128336|-1.33354e+06|
- after update actions average regrets:9939.35|210.835|30.0458|0|0|
- AI take action:check, probability:0.976422, regret:11167.9, randomc:0.100557
- total pot:600
- python rec ai action: check
- opp action:check
- total pot:600
- community cards:Qs|4d|Th|5d|2d|
- mycard:1, range:0.704992
- before update actions:l|1|2|4|n|
- before update actions regrets:0.0782971|213.757|0.120797|0.0442594|0|
- mycard range:0.704992
- update strategy
- iter:12000
- after update actions regrets:-6325.14|4709.54|-22510.1|-86619.2|-789257|
- after update actions average regrets:1391.71|8805.61|89.5288|0|0|
- AI take action:raise 300, probability:0.856101, regret:4709.54, randomc:0.848944
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1991 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , 7c7d
- board: Qs4dTh5d2d
- action_history: 0:r300,1:c/1:c,0:c/1:c,0:c/1:r300,0:f
- total_win: 120300
- AI position:0
- AI card:2h|4h
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|136.898|1392.91|594.667|14.8035|0.719761|0|0|0|
- after update actions regrets:0|136.898|1392.91|594.667|14.8035|0.719761|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.651685, regret:1392.91, randomc:0.152082
- total pot:300
- python rec ai action: raise 200
- -------------- game: 1992 -----------------
- win_money: 100
- players: Bot, OpenStackTwo
- hand: 4h2h,
- board:
- action_history: 0:r200,1:f
- total_win: 120400
- AI position:1
- AI card:6h|Jh
- opp action:raise 300
- total pot:400
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:18.268|1855.01|1.75459|5.84185|241.42|17.7028|0|0|0|
- after update actions regrets:18.268|1855.01|1.75459|5.84185|241.42|17.7028|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.868039, regret:1855.01, randomc:0.447502
- total pot:600
- python rec ai action: call
- community cards:7h|Kd|5c|
- mycard:1, range:0.866828
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.629|0.808001|0.448563|0.0145744|0|0|0|0.1|
- after update actions regrets:212.629|0.808001|0.448563|0.0145744|0|0|0|0.1|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.629, randomc:0.802956
- total pot:600
- python rec ai action: check
- opp action:raise 600
- total pot:1200
- before update actions:d|l|1|2|n|
- before update actions regrets:212.845|0.938817|0.0501994|0.148217|0.018097|
- after update actions regrets:212.845|0.938817|0.0501994|0.148217|0.018097|
- after update actions average regrets:0|0|0|0|0|
- AI take action:fold, probability:1, regret:212.845, randomc:0.576407
- total pot:1200
- python rec ai action: fold
- -------------- game: 1993 -----------------
- win_money: -300
- players: OpenStackTwo, Bot
- hand: , 6hJh
- board: 7hKd5c
- action_history: 0:r300,1:c/1:c,0:r600,1:f
- total_win: 120100
- AI position:0
- AI card:9s|Qs
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|132.995|1362.25|635.529|9.09634|0.131402|0|0|0|
- after update actions regrets:0|132.995|1362.25|635.529|9.09634|0.131402|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 200, probability:0.637044, regret:1362.25, randomc:0.275009
- total pot:300
- python rec ai action: raise 200
- opp action:call
- total pot:400
- community cards:7h|Ah|Ad|
- mycard:0, range:0.636564
- opp action:check
- total pot:400
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:212.548|0.591714|0.339056|0.437763|0.0661522|0.0172644|0|0|
- after update actions regrets:212.548|0.591714|0.339056|0.437763|0.0661522|0.0172644|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:1, regret:212.548, randomc:0.492258
- total pot:400
- python rec ai action: check
- community cards:7h|Ah|Ad|8c|
- mycard:0, range:0.632246
- turn subgame infoset node:4057280
- opp action:check
- total pot:400
- before update actions:l|1|2|4|n|
- before update actions regrets:213.382|0.382718|0.165623|0.0699615|0|
- mycard range:0.632246
- update strategy
- iter:12000
- after update actions regrets:4241.28|-23336.7|-53346.9|-47751|-4.01676e+06|
- after update actions average regrets:10946|0|0|0|0|
- AI take action:check, probability:1, regret:4241.28, randomc:0.637303
- total pot:400
- python rec ai action: check
- community cards:7h|Ah|Ad|8c|Jc|
- mycard:0, range:0.632246
- opp action:raise 400
- total pot:800
- before update actions:d|l|1|2|4|n|
- before update actions regrets:52.7384|161.262|0|0|0|0|
- mycard range:0.632246
- update strategy
- iter:12000
- after update actions regrets:288.132|-20369.3|-30317.6|-33727.6|-48458.6|-361039|
- after update actions average regrets:10855|0|0|0|0|0|
- AI take action:fold, probability:1, regret:288.132, randomc:0.0627304
- total pot:800
- python rec ai action: fold
- -------------- game: 1994 -----------------
- win_money: -200
- players: Bot, OpenStackTwo
- hand: 9sQs,
- board: 7hAhAd8cJc
- action_history: 0:r200,1:c/1:c,0:c/1:c,0:c/1:r400,0:f
- total_win: 119900
- AI position:1
- AI card:Kd|9h
- -------------- game: 1995 -----------------
- win_money: 50
- players: OpenStackTwo, Bot
- hand: , 9hKd
- board:
- action_history: 0:f
- total_win: 119950
- AI position:0
- AI card:Ac|5d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions regrets:0|96.5277|1756.12|285.059|2.29407|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.13324, regret:285.059, randomc:0.875915
- total pot:400
- python rec ai action: raise 300
- opp action:raise 900
- total pot:1200
- before update actions:d|l|2|n|
- before update actions regrets:0|1791.02|347.98|1|
- after update actions regrets:0|1791.02|347.98|1|
- after update actions average regrets:0|0|0|0|
- AI take action:call, probability:0.837307, regret:1791.02, randomc:0.647247
- total pot:1800
- python rec ai action: call
- community cards:As|4h|Td|
- mycard:0, range:0.111483
- opp action:raise 1800
- total pot:3600
- before update actions:d|l|1|2|4|n|
- before update actions regrets:0|199.52|6.71749|6.53153|0.139908|1.09114|
- after update actions regrets:0|199.52|6.71749|6.53153|0.139908|1.09114|
- after update actions average regrets:0|0|0|0|0|0|
- AI take action:call, probability:0.938679, regret:199.52, randomc:0.411793
- total pot:5400
- python rec ai action: call
- community cards:As|4h|Td|5h|
- mycard:0, range:0.103939
- turn subgame infoset node:338240
- opp action:raise 5400
- total pot:10800
- before update actions:d|l|1|n|
- before update actions regrets:0|213.604|0.288334|0.10744|
- mycard range:0.103939
- update strategy
- iter:12000
- after update actions regrets:-32332.6|228.963|-895.352|-1082.53|
- after update actions average regrets:0|10802|46.6241|17.084|
- AI take action:call, probability:0.994202, regret:228.963, randomc:0.122751
- total pot:16200
- python rec ai action: call
- community cards:As|4h|Td|5h|Qd|
- mycard:0, range:0.10333
- opp action:allin
- total pot:28100
- before update actions:d|l|
- before update actions regrets:0|214|
- mycard range:0.10333
- update strategy
- iter:12000
- after update actions regrets:-46515|214|
- after update actions average regrets:0|10861|
- AI take action:call, probability:1, regret:214, randomc:0.824348
- total pot:40000
- python rec ai action: call
- -------------- game: 1996 -----------------
- win_money: 20000
- players: Bot, OpenStackTwo
- hand: Ac5d, KcAd
- board: As4hTd5hQd
- action_history: 0:r300,1:r900,0:c/1:r1800,0:c/1:r5400,0:c/1:r11900,0:c
- total_win: 139950
- AI position:1
- AI card:9c|Ac
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:334.633|15.1683|1075.43|515.559|149.512|49.6491|0.0445882|0|
- after update actions regrets:334.633|15.1683|1075.43|515.559|149.512|49.6491|0.0445882|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.503042, regret:1075.43, randomc:0.618742
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:Kh|Tc|3h|
- mycard:1, range:0.502539
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:193.097|19.8829|0.720058|0.228145|0.0718645|0|0|0|
- after update actions regrets:193.097|19.8829|0.720058|0.228145|0.0718645|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.0896226, regret:19.8829, randomc:0.973743
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1997 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Ac9c
- board: KhTc3h
- action_history: 0:c,1:r300,0:c/1:r300,0:f
- total_win: 140250
- AI position:0
- AI card:7c|2d
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions regrets:2077.12|15.0878|5.03576|17.4066|22.2703|3.07736|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:fold, probability:0.971014, regret:2077.12, randomc:0.797319
- total pot:150
- python rec ai action: fold
- -------------- game: 1998 -----------------
- win_money: -50
- players: Bot, OpenStackTwo
- hand: 7c2d,
- board:
- action_history: 0:f
- total_win: 140200
- AI position:1
- AI card:6s|Qs
- opp action:call
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:1126.72|12.4027|691.225|229.943|62.8973|16.3939|0.417537|0|
- after update actions regrets:1126.72|12.4027|691.225|229.943|62.8973|16.3939|0.417537|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.323502, regret:691.225, randomc:0.797319
- total pot:400
- python rec ai action: raise 300
- opp action:call
- total pot:600
- community cards:As|Ad|4c|
- mycard:1, range:0.323002
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:134.695|78.4774|0.823789|0.00345557|0|0|0|0|
- after update actions regrets:134.695|78.4774|0.823789|0.00345557|0|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:raise 300, probability:0.367925, regret:78.4774, randomc:0.972613
- total pot:900
- python rec ai action: raise 300
- -------------- game: 1999 -----------------
- win_money: 300
- players: OpenStackTwo, Bot
- hand: , Qs6s
- board: AsAd4c
- action_history: 0:c,1:r300,0:c/1:r300,0:f
- total_win: 140500
- AI position:0
- AI card:2c|Kh
- before update actions:d|l|1|2|4|8|20|40|n|
- before update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions regrets:0|188.328|1453.56|482.462|15.4131|0.23808|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|0|
- AI take action:call, probability:0.0879326, regret:188.328, randomc:0.0434872
- total pot:200
- python rec ai action: call
- opp action:check
- total pot:200
- community cards:Qs|Td|9h|
- mycard:0, range:0.0880037
- opp action:check
- total pot:200
- before update actions:l|1|2|4|8|20|40|n|
- before update actions regrets:211.138|1.13902|1.45215|0.203231|0.0677968|0|0|0|
- after update actions regrets:211.138|1.13902|1.45215|0.203231|0.0677968|0|0|0|
- after update actions average regrets:0|0|0|0|0|0|0|0|
- AI take action:check, probability:0.99061, regret:211.138, randomc:0.883645
- total pot:200
- python rec ai action: check
- community cards:Qs|Td|9h|4h|
- mycard:0, range:0.0868267
- turn subgame infoset node:5964816
- opp action:raise 200
- total pot:400
- before update actions:d|l|1|2|4|n|
- before update actions regrets:198.102|15.7031|0|0.194444|0|0|
- mycard range:0.0868267
- update strategy
- iter:12000
- after update actions regrets:3472.26|-7358.14|-17563.8|-23802.6|-42021.8|-1.19443e+06|
- after update actions average regrets:10714.1|3.89784|0|0|0|0|
- AI take action:fold, probability:0.99972, regret:3472.26, randomc:0.618748
- total pot:400
- python rec ai action: fold
- -------------- game: 2000 -----------------
- win_money: -100
- players: Bot, OpenStackTwo
- hand: Kh2c,
- board: QsTd9h4h
- action_history: 0:c,1:c/1:c,0:c/1:r200,0:f
- total_win: 140400
- -------------- finish game ---------------
- {'info': 'success', 'text': 'Complete playing', 'gid': 'EMAL', 'aid': '2KE4'}
|