org.deeplearning4j.rl4j.mdp.gym

Class ActionTransformer

java.lang.Object

org.deeplearning4j.rl4j.space.DiscreteSpace

org.deeplearning4j.rl4j.mdp.gym.ActionTransformer

All Implemented Interfaces:

org.deeplearning4j.rl4j.space.ActionSpace<Integer>

public class ActionTransformer
extends org.deeplearning4j.rl4j.space.DiscreteSpace

Author:

rubenfiszel (ruben.fiszel@epfl.ch) on 7/28/16. this can be used to convert the discrete domain (1 action by step) into the HighLow from Gym

Field Summary

Fields inherited from class org.deeplearning4j.rl4j.space.DiscreteSpace

rd, size

Constructor Summary

Constructors

Constructor and Description
ActionTransformer(org.deeplearning4j.rl4j.space.HighLowDiscrete hld, int[] availableAction)

Method Summary

Modifier and Type	Method and Description
Object	encode(Integer a)

Methods inherited from class org.deeplearning4j.rl4j.space.DiscreteSpace

getSize, noOp, randomAction, setSeed

Methods inherited from class java.lang.Object

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

Constructor Detail

ActionTransformer

public ActionTransformer(org.deeplearning4j.rl4j.space.HighLowDiscrete hld,
                         int[] availableAction)

Method Detail

encode

public Object encode(Integer a)

Specified by:

encode in interface org.deeplearning4j.rl4j.space.ActionSpace<Integer>

Overrides:

encode in class org.deeplearning4j.rl4j.space.DiscreteSpace