Create chengdu_majiang_env.py

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wsy182 2024-11-30 17:48:04 +08:00
parent 6c6fdff706
commit 7632edd0e3
1 changed files with 34 additions and 0 deletions

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import gym
from gym import spaces
import numpy as np
from src.engine.chengdu_mahjong_engine import ChengduMahjongEngine
class MahjongEnv(gym.Env):
def __init__(self):
super(MahjongEnv, self).__init__()
self.engine = ChengduMahjongEngine()
self.action_space = spaces.Discrete(108) # 假设108种动作摸牌/打牌)
self.observation_space = spaces.Box(low=0, high=4, shape=(108,), dtype=np.int32)
def reset(self):
self.engine = ChengduMahjongEngine()
return self.engine.state.hands[self.engine.state.current_player]
def step(self, action):
reward = 0
done = False
try:
self.engine.discard_tile(action)
reward = self.calculate_reward() # 根据胡牌等状态定义奖励
except ValueError:
reward = -10 # 非法操作扣分
return self.engine.state.hands[self.engine.state.current_player], reward, done, {}
def calculate_reward(self):
if self.engine.state.can_win(self.engine.state.hands[self.engine.state.current_player]):
return 100 # 胡牌奖励
return -1 # 默认每步小惩罚
def render(self, mode="human"):
print("当前状态:", self.engine.state.hands)