jaclearn.rl.space

Classes

ActionSpaceBase
CompositionalActionSpace	The agent can act along each subspace at once.
ConcatenatedActionSpace	The agent can choose to perform one of the action at once.
ContinuousActionSpace
DiscreteActionSpace

Class ActionSpaceBase

class ActionSpaceBase

Bases: object

__init__(action_meanings=None)

__new__(**kwargs)

sample(theta=None)

property action_meanings

property rng

Class CompositionalActionSpace

class CompositionalActionSpace

Bases: ActionSpaceBase

The agent can act along each subspace at once.

__init__(*spaces)

__new__(**kwargs)

sample(theta=None)

property action_meanings

property rng

Class ConcatenatedActionSpace

class ConcatenatedActionSpace

Bases: ActionSpaceBase

The agent can choose to perform one of the action at once.

__init__(*spaces)

__new__(**kwargs)

sample(theta=None)

property action_meanings

property rng

Class ContinuousActionSpace

class ContinuousActionSpace

Bases: ActionSpaceBase

__init__(low, high=None, shape=None, action_meanings=None)

__new__(**kwargs)

sample(theta=None)

property action_meanings

property high

property low

property rng

property shape

Class DiscreteActionSpace

class DiscreteActionSpace

Bases: ActionSpaceBase

__init__(nr_actions, action_meanings=None)

__new__(**kwargs)

sample(theta=None)

property action_meanings

property nr_actions

property rng