45 lines
1.4 KiB
Python
45 lines
1.4 KiB
Python
import time
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import gym
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from gym.spaces.discrete import Discrete
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class MyTestEnv(gym.Env):
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def __init__(self, size, sleep=0, dict_state=False):
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self.size = size
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self.sleep = sleep
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self.dict_state = dict_state
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self.action_space = Discrete(2)
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self.reset()
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def reset(self, state=0):
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self.done = False
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self.index = state
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return {'index': self.index} if self.dict_state else self.index
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def step(self, action):
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if self.done:
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raise ValueError('step after done !!!')
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if self.sleep > 0:
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time.sleep(self.sleep)
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if self.index == self.size:
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self.done = True
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if self.dict_state:
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return {'index': self.index}, 0, True, {}
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else:
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return self.index, 0, True, {}
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if action == 0:
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self.index = max(self.index - 1, 0)
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if self.dict_state:
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return {'index': self.index}, 0, False, {'key': 1, 'env': self}
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else:
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return self.index, 0, False, {}
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elif action == 1:
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self.index += 1
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self.done = self.index == self.size
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if self.dict_state:
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return {'index': self.index}, int(self.done), self.done, \
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{'key': 1, 'env': self}
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else:
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return self.index, int(self.done), self.done, \
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{'key': 1, 'env': self}
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