Package jline.api.rl

Class RlTdAgent

java.lang.Object

jline.api.rl.RlTdAgent

public class RlTdAgent
extends Object

TD learning agent for queueing network routing decisions.

Field Summary

Fields

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

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method	Description
static double[]	createGreedyPolicy(double[] stateQ, double epsilon, int nA)
double[]	getQFunction()
static int	getStateFromLoc(int[] objSize, int[] loc)
static int[]	getStateFromLocs(int[] objSize, int[][] locs)
double[]	getValueFunction()
void	reset(RlEnv env)
void	solve(RlEnv env)

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

q

public double[] q

vSize

public int[] vSize

qSize

public int[] qSize

Constructor Details

RlTdAgent

public RlTdAgent()

RlTdAgent

public RlTdAgent(double lr)

RlTdAgent

public RlTdAgent(double lr,
 double epsilon)

RlTdAgent

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

Method Details

reset

public void reset(RlEnv env)

getValueFunction

public double[] getValueFunction()

getQFunction

public double[] getQFunction()

solve

public void solve(RlEnv env)

createGreedyPolicy

public static double[] createGreedyPolicy(double[] stateQ,
 double epsilon,
 int nA)

getStateFromLoc

public static int getStateFromLoc(int[] objSize,
 int[] loc)

getStateFromLocs

public static int[] getStateFromLocs(int[] objSize,
 int[][] locs)