burlap.mdp.singleagent.model

Interface FullModel

All Superinterfaces:

SampleModel

All Known Subinterfaces:

KWIKModel, LearnedModel

All Known Implementing Classes:

BeliefMDPGenerator.BeliefModel, BFSMarkovOptionModel, BFSNonMarkovOptionModel, CustomRewardModel, DelegatedModel, FactoredModel, RewardValueProjection.CustomRewardNoTermModel, RMaxModel, TabularModel, TigerModel

public interface FullModel
extends SampleModel

An interface extension for SampleModel that not only can provide samples of transitions, but can enumerate the probability distribution of the transitions. Typically, this model can on only be implemented when there are a finite number of possible outcomes. This interface also contains a helper class for common approaches to implementing different aspects the model.

Author:

James MacGlashan.

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	FullModel.Helper

Method Summary

Modifier and Type	Method and Description
java.util.List<TransitionProb>	transitions(State s, Action a) Returns the set of possible transitions when Action is applied in State s.

Methods inherited from interface burlap.mdp.singleagent.model.SampleModel

sample, terminal

Method Detail

transitions

java.util.List<TransitionProb> transitions(State s,
                                           Action a)

Returns the set of possible transitions when Action is applied in State s. The returned list only needs to include transitions that have non-zero probability of occurring.

Parameters:

s - the source State

a - the Action applied in the source state

Returns:

the probability distribution over possible transitions.