2017-02-04 23:36:32 -08:00
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import gym
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from gym.spaces import prng
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import numpy as np
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class MultiBinary(gym.Space):
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def __init__(self, n):
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self.n = n
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2017-11-05 21:16:46 +03:00
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self.shape = (n,)
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2017-02-04 23:36:32 -08:00
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def sample(self):
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return prng.np_random.randint(low=0, high=2, size=self.n)
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def contains(self, x):
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return ((x==0) | (x==1)).all()
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def to_jsonable(self, sample_n):
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2017-11-05 21:16:46 +03:00
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return np.array(sample_n).tolist()
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2017-02-04 23:36:32 -08:00
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def from_jsonable(self, sample_n):
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2017-11-05 21:16:46 +03:00
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return [np.asarray(sample) for sample in sample_n]
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