import gym from gym import spaces import numpy as np class ChengduMahjongEnv(gym.Env): def __init__(self): super(ChengduMahjongEnv, self).__init__() self.observation_space = spaces.Box(low=0, high=4, shape=(136,), dtype=np.int32) # 每张牌的状态 self.action_space = spaces.Discrete(136) # 可选择打出的牌 def reset(self): # 初始化麻将牌局 self.state = np.zeros(136) return self.state def step(self, action): # 模拟玩家动作 reward = 0 # 根据规则计算得分 done = False return self.state, reward, done, {}