mdp_playground.spaces.discrete_extended.DiscreteExtended

class mdp_playground.spaces.discrete_extended.DiscreteExtended(n, seed=None)[source]

Bases: gym.spaces.discrete.Discrete

__init__(n, seed=None)[source]

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__(n[, seed])

Initialize self.

contains(x)

Return boolean specifying if x is a valid member of this space

from_jsonable(sample_n)

Convert a JSONable data type to a batch of samples from this space.

sample([max, prob, size, replace])

Randomly sample an element of this space.

seed([seed])

Seed the PRNG of this space.

to_jsonable(sample_n)

Convert a batch of samples from this space to a JSONable data type.
contains(x)

Return boolean specifying if x is a valid member of this space

from_jsonable(sample_n)

Convert a JSONable data type to a batch of samples from this space.

sample(max=None, prob=None, size=1, replace=True)[source]

Randomly sample an element of this space. Can be uniform or non-uniform sampling based on boundedness of space.

seed(seed=None)

Seed the PRNG of this space.

to_jsonable(sample_n)

Convert a batch of samples from this space to a JSONable data type.

mdp_playground.spaces.discrete_extended mdp_playground.spaces.image_continuous