burlap.behavior.valuefunction

Interface QFunction

All Superinterfaces:

ValueFunction

All Known Subinterfaces:

DifferentiableQFunction, QProvider

All Known Implementing Classes:

ARTDP, BeliefSparseSampling, BoundedRTDP, ConstantValueFunction, DifferentiableDP, DifferentiableSparseSampling, DifferentiableVI, DynamicProgramming, FittedVI, FittedVI.VFAVInit, GradientDescentSarsaLam, LSPI, PolicyEvaluation, PolicyIteration, PrioritizedSweeping, QLearning, QMDP, RewardValueProjection, RTDP, SarsaLam, SGNaiveQLAgent, SGQWActionHistory, SparseSampling, UCT, ValueIteration, VIModelLearningPlanner

public interface QFunction
extends ValueFunction

Interface for objects that define a Q-function

Author:

James MacGlashan.

Method Summary

Modifier and Type	Method and Description
double	qValue(State s, Action a) Returns the QValue for the given state-action pair.

Methods inherited from interface burlap.behavior.valuefunction.ValueFunction

value

Method Detail

qValue

double qValue(State s,
              Action a)

Returns the QValue for the given state-action pair.

Parameters:

s - the input state

a - the input action

Returns:

the QValue for the given state-action pair.