org.deeplearning4j.rl4j.mdp.gym

Class GymEnv<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>

java.lang.Object

org.deeplearning4j.rl4j.mdp.gym.GymEnv<O,A,AS>

All Implemented Interfaces:

MDP<O,A,AS>

public class GymEnv<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>
extends Object
implements MDP<O,A,AS>

Author:

rubenfiszel (ruben.fiszel@epfl.ch) 7/12/16. Wrapper over the client of gym-java-client

Field Summary

Fields

Modifier and Type	Field and Description
static String	GYM_MONITOR_DIR

Constructor Summary

Constructors

Constructor and Description
GymEnv(String envId, boolean render, boolean monitor)
GymEnv(String envId, boolean render, boolean monitor, int[] actions)

Method Summary

Modifier and Type	Method and Description
void	close()
AS	getActionSpace()
org.deeplearning4j.rl4j.space.ObservationSpace<O>	getObservationSpace()
boolean	isDone()
GymEnv<O,A,AS>	newInstance()
O	reset()
org.deeplearning4j.gym.StepReply<O>	step(A action)
void	upload(String apiKey)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

GYM_MONITOR_DIR

public static final String GYM_MONITOR_DIR

See Also:

Constant Field Values

Constructor Detail

GymEnv

public GymEnv(String envId,
              boolean render,
              boolean monitor)

GymEnv

public GymEnv(String envId,
              boolean render,
              boolean monitor,
              int[] actions)

Method Detail

getObservationSpace

public org.deeplearning4j.rl4j.space.ObservationSpace<O> getObservationSpace()

Specified by:

getObservationSpace in interface MDP<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>

getActionSpace

public AS getActionSpace()

Specified by:

getActionSpace in interface MDP<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>

step

public org.deeplearning4j.gym.StepReply<O> step(A action)

Specified by:

step in interface MDP<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>

isDone

public boolean isDone()

Specified by:

isDone in interface MDP<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>

reset

public O reset()

Specified by:

reset in interface MDP<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>

upload

public void upload(String apiKey)

close

public void close()

Specified by:

close in interface MDP<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>

newInstance

public GymEnv<O,A,AS> newInstance()

Specified by:

newInstance in interface MDP<O,A,AS extends org.deeplearning4j.rl4j.space.ActionSpace<A>>