com.github.chen0040.rl.learning.rlearn

Class RAgent

java.lang.Object

com.github.chen0040.rl.learning.rlearn.RAgent

All Implemented Interfaces:

Serializable

public class RAgent
extends Object
implements Serializable

Created by xschen on 9/27/2015 0027.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
RAgent()
RAgent(int stateCount, int actionCount)
RAgent(int stateCount, int actionCount, double alpha, double beta, double rho, double initialQ)

Method Summary

Modifier and Type	Method and Description
void	copy(RAgent rhs)
boolean	equals(Object obj)
int	getCurrentAction()
int	getCurrentState()
RLearner	getLearner()
RAgent	makeCopy()
IndexValue	selectAction()
IndexValue	selectAction(Set<Integer> actionsAtState)
void	setLearner(RLearner learner)
void	start(int currentState)
void	update(int newState, double immediateReward)
void	update(int newState, Set<Integer> actionsAtState, double immediateReward)

Methods inherited from class java.lang.Object

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

Constructor Detail

RAgent

public RAgent()

RAgent

public RAgent(int stateCount,
              int actionCount,
              double alpha,
              double beta,
              double rho,
              double initialQ)

RAgent

public RAgent(int stateCount,
              int actionCount)

Method Detail

getCurrentState

public int getCurrentState()

getCurrentAction

public int getCurrentAction()

start

public void start(int currentState)

makeCopy

public RAgent makeCopy()

copy

public void copy(RAgent rhs)

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

selectAction

public IndexValue selectAction()

selectAction

public IndexValue selectAction(Set<Integer> actionsAtState)

update

public void update(int newState,
                   double immediateReward)

update

public void update(int newState,
                   Set<Integer> actionsAtState,
                   double immediateReward)

getLearner

public RLearner getLearner()

setLearner

public void setLearner(RLearner learner)