com.github.chen0040.rl.learning.sarsa

Class SarsaLambdaLearner

java.lang.Object

com.github.chen0040.rl.learning.sarsa.SarsaLearner

com.github.chen0040.rl.learning.sarsa.SarsaLambdaLearner

All Implemented Interfaces:

Serializable, Cloneable

public class SarsaLambdaLearner
extends SarsaLearner

Created by xschen on 9/28/2015 0028.

See Also:

Serialized Form

Field Summary

Fields inherited from class com.github.chen0040.rl.learning.sarsa.SarsaLearner

model

Constructor Summary

Constructors

Constructor and Description
SarsaLambdaLearner()
SarsaLambdaLearner(int stateCount, int actionCount)
SarsaLambdaLearner(int stateCount, int actionCount, double alpha, double gamma, double initialQ)
SarsaLambdaLearner(SarsaLearner learner)

Method Summary

Modifier and Type	Method and Description
Object	clone()
void	copy(SarsaLearner 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 nextStateId, int nextActionId, double immediateReward)

Methods inherited from class com.github.chen0040.rl.learning.sarsa.SarsaLearner

getActionSelection, getModel, main, makeCopy, selectAction, selectAction, setActionSelection, setModel

Methods inherited from class java.lang.Object

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

Constructor Detail

SarsaLambdaLearner

public SarsaLambdaLearner()

SarsaLambdaLearner

public SarsaLambdaLearner(int stateCount,
                          int actionCount)

SarsaLambdaLearner

public SarsaLambdaLearner(int stateCount,
                          int actionCount,
                          double alpha,
                          double gamma,
                          double initialQ)

SarsaLambdaLearner

public SarsaLambdaLearner(SarsaLearner learner)

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 Object

copy

public void copy(SarsaLearner rhs)

Overrides:

copy in class SarsaLearner

equals

public boolean equals(Object obj)

Overrides:

equals in class SarsaLearner

getEligibility

public Matrix getEligibility()

setEligibility

public void setEligibility(Matrix e)

update

public void update(int currentStateId,
                   int currentActionId,
                   int nextStateId,
                   int nextActionId,
                   double immediateReward)

Overrides:

update in class SarsaLearner