com.github.chen0040.rl.learning.rlearn

Class RLearner

java.lang.Object

com.github.chen0040.rl.learning.rlearn.RLearner

All Implemented Interfaces:

Serializable, Cloneable

public class RLearner
extends Object
implements Serializable, Cloneable

Created by xschen on 9/27/2015 0027.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
RLearner()
RLearner(int stateCount, int actionCount)
RLearner(int state_count, int action_count, double alpha, double beta, double rho, double initial_Q)

Method Summary

Modifier and Type	Method and Description
void	copy(RLearner rhs)
boolean	equals(Object obj)
String	getActionSelection()
double	getBeta()
QModel	getModel()
double	getRho()
RLearner	makeCopy()
IndexValue	selectAction(int stateId, Set<Integer> actionsAtState)
void	setActionSelection(String conf)
void	setBeta(double beta)
void	setModel(QModel model)
void	setRho(double rho)
void	update(int currentState, int actionTaken, int newState, Set<Integer> actionsAtNextStateId, double immediate_reward)

Methods inherited from class java.lang.Object

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

Constructor Detail

RLearner

public RLearner()

RLearner

public RLearner(int stateCount,
                int actionCount)

RLearner

public RLearner(int state_count,
                int action_count,
                double alpha,
                double beta,
                double rho,
                double initial_Q)

Method Detail

makeCopy

public RLearner makeCopy()

copy

public void copy(RLearner rhs)

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

getRho

public double getRho()

setRho

public void setRho(double rho)

getBeta

public double getBeta()

setBeta

public void setBeta(double beta)

getModel

public QModel getModel()

setModel

public void setModel(QModel model)

getActionSelection

public String getActionSelection()

setActionSelection

public void setActionSelection(String conf)

update

public void update(int currentState,
                   int actionTaken,
                   int newState,
                   Set<Integer> actionsAtNextStateId,
                   double immediate_reward)

selectAction

public IndexValue selectAction(int stateId,
                               Set<Integer> actionsAtState)