com.github.chen0040.rl.learning.actorcritic

Class ActorCriticLearner

java.lang.Object

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

All Implemented Interfaces:

Serializable

Direct Known Subclasses:

ActorCriticLambdaLearner

public class ActorCriticLearner
extends Object
implements Serializable

Created by chen0469 on 9/28/2015 0028.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected ActionSelectionStrategy	actionSelectionStrategy
protected QModel	P

Constructor Summary

Constructors

Constructor and Description
ActorCriticLearner()
ActorCriticLearner(int stateCount, int actionCount)
ActorCriticLearner(int stateCount, int actionCount, double beta, double gamma, double initialP)

Method Summary

Modifier and Type	Method and Description
void	copy(ActorCriticLearner rhs)
boolean	equals(Object obj)
static ActorCriticLearner	fromJson(String json)
String	getActionSelection()
QModel	getP()
Object	makeCopy()
int	selectAction(int stateId)
int	selectAction(int stateId, Set<Integer> actionsAtState)
void	setActionSelection(String conf)
void	setP(QModel p)
String	toJson()
void	update(int currentStateId, int currentActionId, int newStateId, double immediateReward, java.util.function.Function<Integer,Double> V)
void	update(int currentStateId, int currentActionId, int newStateId, Set<Integer> actionsAtNewState, double immediateReward, java.util.function.Function<Integer,Double> V)

Methods inherited from class java.lang.Object

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

Field Detail

P

protected QModel P

actionSelectionStrategy

protected ActionSelectionStrategy actionSelectionStrategy

Constructor Detail

ActorCriticLearner

public ActorCriticLearner()

ActorCriticLearner

public ActorCriticLearner(int stateCount,
                          int actionCount)

ActorCriticLearner

public ActorCriticLearner(int stateCount,
                          int actionCount,
                          double beta,
                          double gamma,
                          double initialP)

Method Detail

toJson

public String toJson()

fromJson

public static ActorCriticLearner fromJson(String json)

makeCopy

public Object makeCopy()

copy

public void copy(ActorCriticLearner rhs)

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

selectAction

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

selectAction

public int selectAction(int stateId)

update

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

update

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

getActionSelection

public String getActionSelection()

setActionSelection

public void setActionSelection(String conf)

getP

public QModel getP()

setP

public void setP(QModel p)