com.github.chen0040.rl.learning.actorcritic

Class ActorCriticLambdaLearner

java.lang.Object

com.github.chen0040.rl.learning.actorcritic.ActorCriticLearner

com.github.chen0040.rl.learning.actorcritic.ActorCriticLambdaLearner

All Implemented Interfaces:

Serializable, Cloneable

public class ActorCriticLambdaLearner
extends ActorCriticLearner

Created by chen0469 on 9/28/2015 0028.

See Also:

Serialized Form

Field Summary

Fields inherited from class com.github.chen0040.rl.learning.actorcritic.ActorCriticLearner

actionSelectionStrategy, P

Constructor Summary

Constructors

Constructor and Description
ActorCriticLambdaLearner()
ActorCriticLambdaLearner(ActorCriticLearner learner)
ActorCriticLambdaLearner(int stateCount, int actionCount)
ActorCriticLambdaLearner(int stateCount, int actionCount, double alpha, double gamma, double lambda, double initialP)

Method Summary

Modifier and Type	Method and Description
Object	clone()
void	copy(ActorCriticLearner rhs)
boolean	equals(Object obj)
Matrix	getEligibility()
double	getLambda()
EligibilityTraceUpdateMode	getTraceUpdateMode()
void	setEligibility(Matrix e)
void	setLambda(double lambda)
void	setTraceUpdateMode(EligibilityTraceUpdateMode traceUpdateMode)
void	update(int currentStateId, int currentActionId, int newStateId, Set<Integer> actionsAtNewState, double immediateReward, java.util.function.Function<Integer,Double> V)

Methods inherited from class com.github.chen0040.rl.learning.actorcritic.ActorCriticLearner

getActionSelection, getP, selectAction, selectAction, setActionSelection, setP, update

Methods inherited from class java.lang.Object

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

Constructor Detail

ActorCriticLambdaLearner

public ActorCriticLambdaLearner()

ActorCriticLambdaLearner

public ActorCriticLambdaLearner(int stateCount,
                                int actionCount)

ActorCriticLambdaLearner

public ActorCriticLambdaLearner(ActorCriticLearner learner)

ActorCriticLambdaLearner

public ActorCriticLambdaLearner(int stateCount,
                                int actionCount,
                                double alpha,
                                double gamma,
                                double lambda,
                                double initialP)

Method Detail

getTraceUpdateMode

public EligibilityTraceUpdateMode getTraceUpdateMode()

setTraceUpdateMode

public void setTraceUpdateMode(EligibilityTraceUpdateMode traceUpdateMode)

getLambda

public double getLambda()

setLambda

public void setLambda(double lambda)

clone

public Object clone()

Overrides:

clone in class ActorCriticLearner

copy

public void copy(ActorCriticLearner rhs)

Overrides:

copy in class ActorCriticLearner

equals

public boolean equals(Object obj)

Overrides:

equals in class ActorCriticLearner

getEligibility

public Matrix getEligibility()

setEligibility

public void setEligibility(Matrix e)

update

public void update(int currentStateId,
                   int currentActionId,
                   int newStateId,
                   Set<Integer> actionsAtNewState,
                   double immediateReward,
                   java.util.function.Function<Integer,Double> V)

Overrides:

update in class ActorCriticLearner