com.github.chen0040.rl.learning.qlearn

Class QLambdaLearner

java.lang.Object

com.github.chen0040.rl.learning.qlearn.QLearner

com.github.chen0040.rl.learning.qlearn.QLambdaLearner

All Implemented Interfaces:

Serializable, Cloneable

public class QLambdaLearner
extends QLearner

Created by xschen on 9/28/2015 0028.

See Also:

Serialized Form

Field Summary

Fields inherited from class com.github.chen0040.rl.learning.qlearn.QLearner

model

Constructor Summary

Constructors

Constructor and Description
QLambdaLearner()
QLambdaLearner(int stateCount, int actionCount)
QLambdaLearner(int stateCount, int actionCount, double alpha, double gamma, double initialQ)
QLambdaLearner(QLearner learner)

Method Summary

Modifier and Type	Method and Description
void	copy(QLearner rhs)
boolean	equals(Object obj)
Matrix	getEligibility()
double	getLambda()
EligibilityTraceUpdateMode	getTraceUpdateMode()
QLambdaLearner	makeCopy()
void	setEligibility(Matrix e)
void	setLambda(double lambda)
void	setTraceUpdateMode(EligibilityTraceUpdateMode traceUpdateMode)
void	update(int currentStateId, int currentActionId, int nextStateId, Set<Integer> actionsAtNextStateId, double immediateReward)

Methods inherited from class com.github.chen0040.rl.learning.qlearn.QLearner

getActionSelection, getModel, maxQAtState, selectAction, selectAction, setActionSelection, setModel, update

Methods inherited from class java.lang.Object

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

Constructor Detail

QLambdaLearner

public QLambdaLearner(QLearner learner)

QLambdaLearner

public QLambdaLearner()

QLambdaLearner

public QLambdaLearner(int stateCount,
                      int actionCount)

QLambdaLearner

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

Method Detail

getTraceUpdateMode

public EligibilityTraceUpdateMode getTraceUpdateMode()

setTraceUpdateMode

public void setTraceUpdateMode(EligibilityTraceUpdateMode traceUpdateMode)

getLambda

public double getLambda()

setLambda

public void setLambda(double lambda)

makeCopy

public QLambdaLearner makeCopy()

Overrides:

makeCopy in class QLearner

copy

public void copy(QLearner rhs)

Overrides:

copy in class QLearner

equals

public boolean equals(Object obj)

Overrides:

equals in class QLearner

getEligibility

public Matrix getEligibility()

setEligibility

public void setEligibility(Matrix e)

update

public void update(int currentStateId,
                   int currentActionId,
                   int nextStateId,
                   Set<Integer> actionsAtNextStateId,
                   double immediateReward)

Overrides:

update in class QLearner