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Gymnasium/gym/spaces/discrete.py

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2016-04-27 08:00:58 -07:00
import numpy as np
from gym import Space
class Discrete(Space):
"""
{0,1,...,n-1}
"""
def __init__(self, n):
self.n = n
def sample(self):
return np.random.randint(self.n)
def contains(self, x):
if isinstance(x, int):
as_int = x
elif 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