com.github.chen0040.rl.learning.actorcritic

Class ActorCriticAgent

java.lang.Object

com.github.chen0040.rl.learning.actorcritic.ActorCriticAgent

All Implemented Interfaces:

Serializable

public class ActorCriticAgent
extends Object
implements Serializable

Created by chen0469 on 9/28/2015 0028.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ActorCriticAgent()
ActorCriticAgent(ActorCriticLearner learner)
ActorCriticAgent(int stateCount, int actionCount)

Method Summary

Modifier and Type	Method and Description
void	copy(ActorCriticAgent rhs)
void	enableEligibilityTrace(double lambda)
boolean	equals(Object obj)
ActorCriticLearner	getLearner()
ActorCriticAgent	makeCopy()
int	selectAction()
int	selectAction(Set<Integer> actionsAtState)
void	setLearner(ActorCriticLearner learner)
void	start(int stateId)
void	update(int actionTaken, int newState, double immediateReward, Vec V)
void	update(int actionTaken, int newState, Set<Integer> actionsAtNewState, double immediateReward, Vec V)

Methods inherited from class java.lang.Object

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

Constructor Detail

ActorCriticAgent

public ActorCriticAgent(int stateCount,
                        int actionCount)

ActorCriticAgent

public ActorCriticAgent()

ActorCriticAgent

public ActorCriticAgent(ActorCriticLearner learner)

Method Detail

enableEligibilityTrace

public void enableEligibilityTrace(double lambda)

start

public void start(int stateId)

getLearner

public ActorCriticLearner getLearner()

setLearner

public void setLearner(ActorCriticLearner learner)

makeCopy

public ActorCriticAgent makeCopy()

copy

public void copy(ActorCriticAgent rhs)

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

selectAction

public int selectAction(Set<Integer> actionsAtState)

selectAction

public int selectAction()

update

public void update(int actionTaken,
                   int newState,
                   double immediateReward,
                   Vec V)

update

public void update(int actionTaken,
                   int newState,
                   Set<Integer> actionsAtNewState,
                   double immediateReward,
                   Vec V)