frame_skipping.py 文件源码

def SkipWrapper(repeat_count):
    class SkipWrapper(gym.Wrapper):
        """
            Generic common frame skipping wrapper
            Will perform action for `x` additional steps
        """
        def __init__(self, env):
            super(SkipWrapper, self).__init__(env)
            self.repeat_count = repeat_count
            self.stepcount = 0

        def _step(self, action):
            done = False
            total_reward = 0
            current_step = 0
            while current_step < (self.repeat_count + 1) and not done:
                self.stepcount += 1
                obs, reward, done, info = self.env.step(action)
                total_reward += reward
                current_step += 1
            if 'skip.stepcount' in info:
                raise gym.error.Error('Key "skip.stepcount" already in info. Make sure you are not stacking ' \
                                      'the SkipWrapper wrappers.')
            info['skip.stepcount'] = self.stepcount
            return obs, total_reward, done, info

        def _reset(self):
            self.stepcount = 0
            return self.env.reset()

    return SkipWrapper