When to apply the fifth commandment: The effects of parenting on genetic and learning agents

Michael Berger*, Jeffrey S. Rosenschein

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper explores hybrid agents, which use a combination of a genetic algorithm, a learning algorithm, and a parenting algorithm. We experimentally examined what constitutes the best combination of weights over these three algorithms, as a function of an environment's rate of change.

Original languageAmerican English
Title of host publicationProceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004
EditorsN.R. Jennings, C. Sierra, L. Sonenberg, M. Tambe
Pages1328-1329
Number of pages2
StatePublished - 2004
EventProceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004 - New York, NY, United States
Duration: 19 Jul 200423 Jul 2004

Publication series

NameProceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004
Volume3

Conference

ConferenceProceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004
Country/TerritoryUnited States
CityNew York, NY
Period19/07/0423/07/04

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