burlap.behavior.singleagent.learning.modellearning

Interface LearnedModel

All Superinterfaces:

FullModel, SampleModel

All Known Subinterfaces:

KWIKModel

All Known Implementing Classes:

RMaxModel, TabularModel

public interface LearnedModel
extends FullModel

An interface extension of FullModel for models that are learned from data. Requires a method for updating the model and resetting the model.

Author:

James MacGlashan.

Nested Class Summary

Nested classes/interfaces inherited from interface burlap.mdp.singleagent.model.FullModel

FullModel.Helper

Method Summary

Modifier and Type	Method and Description
void	resetModel() Resets the model data so that learning can begin anew.
void	updateModel(EnvironmentOutcome eo) Updates this model with respect to the observed EnvironmentOutcome.

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

transitions

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

sample, terminal

Method Detail

updateModel

void updateModel(EnvironmentOutcome eo)

Updates this model with respect to the observed EnvironmentOutcome.

Parameters:

eo - The EnvironmentOutcome specifying the observed interaction with an Environment.

resetModel

void resetModel()

Resets the model data so that learning can begin anew.