kubn cfr:0
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51
tests/test_game.py
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51
tests/test_game.py
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import sys
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import os
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sys.path.append(os.path.join(os.path.dirname(__file__), '..'))
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from src.game.kuhn_poker import KuhnPoker
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def test_game():
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game = KuhnPoker()
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test_histories = ['', '0', '1', '00', '10', '01', '011', '010', '11']
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for his in test_histories:
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terminal = game.is_terminal(his)
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player = game.get_cur_player(his)
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print(f"'{his}' - teminal: {terminal}, player: {player}")
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test_cases = [
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(['K', 'J'], '00', 0),
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(['J', 'K'], '00', 0),
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(['Q', 'J'], '10', 0),
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(['J', 'Q'], '010', 0),
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(['K', 'J'], '11', 0),
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(['J', 'Q'], '11', 0),
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(['Q', 'K'], '011', 1),
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]
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for cards, his, player in test_cases:
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profit = game.get_profit(cards, his, player)
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print(f"player{player}profit: {profit}")
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info_cases = [
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('K', '0', 0),
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('J', '01', 1),
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('Q', '', 0),
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]
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for card, his, player in info_cases:
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info_set = game.get_Info_set(card, his, player)
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print(f"card:{card}, his:'{his}', palyer{player} -> infoset: '{info_set}'")
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print(f"valid act: {game.get_valid_act('00')}")
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test_seq = ['00', '10', '01', '010', '011', '11']
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for seq in test_seq:
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terminal = game.is_terminal(seq)
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if terminal:
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print(f" '{seq}' terminal")
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else:
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current_player = game.get_cur_player(seq)
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print(f" '{seq}' not terminal, cur player: {current_player}")
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if __name__ == "__main__":
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test_game()
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30
tests/test_strat.py
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30
tests/test_strat.py
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import sys
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import os
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sys.path.append(os.path.join(os.path.dirname(__file__), '..'))
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from src.cfr.info_set import InfoSet
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def demo_strategy():
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info_set = InfoSet(act_cnt=2)
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turn = [
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([10.0, 5.0], 1.0, "BT 0"),
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([15.0, 20.0], 1.0, "CL 0"),
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([9.0, 25.0], 1.0, "CL 1"),
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([5.0, 30.0], 1.0, "CL 1"),
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]
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for reg, wgt, str in turn:
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info_set.regret_sum = reg[:]
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cur_stra = info_set.get_strat(wgt)
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avg_stra = info_set.get_avg_strat()
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print(f"{str}")
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print(f" sum_regret: {reg}")
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print(f" cur_strategy: [CK/FD: {cur_stra[0]:.3f}, BT/CL: {cur_stra[1]:.3f}]")
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print(f" avg_strategy: [CK/FD: {avg_stra[0]:.3f}, BT/CL: {avg_stra[1]:.3f}]")
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print()
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if __name__ == "__main__":
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demo_strategy()
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