Thomas tt293
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| class GameState(ABC): | |
| @abstractmethod | |
| def is_terminal(self) -> bool: | |
| pass | |
| @abstractmethod | |
| def get_payoffs(self) -> List[int]: | |
| pass | |
| @abstractmethod |
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| def get_representation(self) -> str: | |
| player_index = self.get_index(self.get_active_player()) | |
| player_card_rank = self.deck[player_index][0] | |
| actions_as_string = "/".join([str(x) for x in self.history]) | |
| if self.round == Round.pre_flop: | |
| community_card_rank = '' | |
| else: | |
| community_card_rank = self.deck[-1][0] | |
| return f'{player_card_rank}/{community_card_rank}-{actions_as_string}' |
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| def handle_action( | |
| self, | |
| player: LeducPlayer, | |
| action: LeducAction) -> LeducGameState: | |
| next_state = copy.deepcopy(self) |
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| def rank(hand: List[str]) -> int: | |
| ranks = { | |
| 'KK': 1, | |
| 'QQ': 2, | |
| 'JJ': 3, | |
| 'KQ': 4, 'QK': 4, | |
| 'KJ': 5, 'JK': 5, | |
| 'QJ': 6, 'JQ': 6 | |
| } | |
tt293
/ kuhn_poker_cfr.py
Last active
June 7, 2023 13:50
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| from typing import List, Dict | |
| import random | |
| import numpy as np | |
| import sys | |
| Actions = ['B', 'C'] # bet/call vs check/fold | |
| class InformationSet(): | |
| def __init__(self): | |
| self.cumulative_regrets = np.zeros(shape=len(Actions)) |
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| # Install JDK 8 | |
| wget --no-check-certificate --no-cookies --header "Cookie: oraclelicense=accept-securebackup-cookie" http://download.oracle.com/otn-pub/java/jdk/8u141-b15/336fa29ff2bb4ef291e347e091f7f4a7/jdk-8u141-linux-x64.rpm | |
| sudo yum install -y jdk-8u141-linux-x64.rpm | |
| # Download and unzip Scala and Kafka | |
| wget http://www.scala-lang.org/files/archive/scala-2.12.6.tgz | |
| tar xvf scala-2.12.6.tgz | |
| wget https://archive.apache.org/dist/kafka/0.8.1/kafka_2.12-2.0.0.tgz | |
| tar zxvf kafka_2.12-2.0.0.tgz |