When to Apply the Fifth Commandment: The Effects of Parenting on Genetic and Learning Agents

Authors:
Michael Berger;Jeffrey S. Rosenschein
Affiliations:
Hebrew University;Hebrew University
Venue:
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Year:
2004

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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 environmentýs rate of change.