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Gymnasium/gym/spaces/discrete.py

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import numpy as np
import gym
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class Discrete(gym.Space):
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"""
{0,1,...,n-1}
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Example usage:
self.observation_space = spaces.Discrete(2)
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"""
def __init__(self, n):
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self.n = n
gym.Space.__init__(self, (), np.int64)
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def sample(self):
return gym.spaces.np_random.randint(self.n)
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def contains(self, x):
if isinstance(x, int):
as_int = x
elif isinstance(x, (np.generic, np.ndarray)) and (x.dtype.kind in np.typecodes['AllInteger'] and x.shape == ()):
as_int = int(x)
else:
return False
return as_int >= 0 and as_int < self.n
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def __repr__(self):
return "Discrete(%d)" % self.n
def __eq__(self, other):
return self.n == other.n