Package jline.api.rl

Class RlTdAgentGeneral

java.lang.Object

jline.api.rl.RlTdAgentGeneral

public class RlTdAgentGeneral
extends Object

General TD learning agent for queueing network control.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	RlTdAgentGeneral.ApproximationResult
static class	RlTdAgentGeneral.HashmapResult

Field Summary

Fields

Modifier and Type	Field	Description
final double	epsDecay
double	epsilon
final double	lr
double[]	v
int[]	vSize

Constructor Summary

Constructors

Constructor	Description
RlTdAgentGeneral()
RlTdAgentGeneral(double lr)
RlTdAgentGeneral(double lr, double epsilon)
RlTdAgentGeneral(double lr, double epsilon, double epsDecay)

Method Summary

Modifier and Type	Method	Description
double[]	getValueFunction()
void	reset(RlEnvGeneral env)
double[]	solve(RlEnvGeneral env, int numEpisodes)
RlTdAgentGeneral.HashmapResult	solveByHashmap(RlEnvGeneral env, int numEpisodes)
RlTdAgentGeneral.ApproximationResult	solveByLinear(RlEnvGeneral env, int numEpisodes)
RlTdAgentGeneral.ApproximationResult	solveByQuad(RlEnvGeneral env, int numEpisodes)
double[]	solveForFixedPolicy(RlEnvGeneral env, int numEpisodes)

Methods inherited from class java.lang.Object

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

Field Details

lr

public final double lr

epsilon

public double epsilon

epsDecay

public final double epsDecay

v

public double[] v

vSize

public int[] vSize

Constructor Details

RlTdAgentGeneral

public RlTdAgentGeneral()

RlTdAgentGeneral

public RlTdAgentGeneral(double lr)

RlTdAgentGeneral

public RlTdAgentGeneral(double lr,
 double epsilon)

RlTdAgentGeneral

public RlTdAgentGeneral(double lr,
 double epsilon,
 double epsDecay)

Method Details

reset

public void reset(RlEnvGeneral env)

getValueFunction

public double[] getValueFunction()

solveForFixedPolicy

public double[] solveForFixedPolicy(RlEnvGeneral env,
 int numEpisodes)

solve

public double[] solve(RlEnvGeneral env,
 int numEpisodes)

solveByHashmap

public RlTdAgentGeneral.HashmapResult solveByHashmap(RlEnvGeneral env,
 int numEpisodes)

solveByLinear

public RlTdAgentGeneral.ApproximationResult solveByLinear(RlEnvGeneral env,
 int numEpisodes)

solveByQuad

public RlTdAgentGeneral.ApproximationResult solveByQuad(RlEnvGeneral env,
 int numEpisodes)