burlap.behavior.singleagent.interfaces.rlglue

Interface RLGlueLearningAgentFactory

All Known Implementing Classes:

RLGlueCMACSarsaLambdaFactory, RLGLueQlearningFactory, RLGlueSARSALambdaFactory

public interface RLGlueLearningAgentFactory

An interface for defining a learning agent factory that can take as inptu an RLGlue generated domain, reward function, terminal function, and discount factor and generated a relevant BURLAP learning agent.

Author:

James MacGlashan

Method Summary

Methods

Modifier and Type	Method and Description
LearningAgent	generateAgentForRLDomain(Domain domain, double discount, RewardFunction rf, TerminalFunction tf) Returns a BURLAP learning agent for the given RLGlue generated domain, discount, reward function, and terminal function.

Method Detail

generateAgentForRLDomain

LearningAgent generateAgentForRLDomain(Domain domain,
                                     double discount,
                                     RewardFunction rf,
                                     TerminalFunction tf)

Returns a BURLAP learning agent for the given RLGlue generated domain, discount, reward function, and terminal function.

Parameters:

domain - a BURALP domain that wraps the RLGlue environment and task

discount - the RLGlue specified discount factor

rf - the RLGlue specified reward function

tf - the RLGlue specified terminal function

Returns:

a BURLAP learning agent