Abstract:
One of the main research topics in multi-agent systems is learning cooperation among agents. In the MARLBS system, we use genetic algorithms to evolve neural networks, wh...Show MoreMetadata
Abstract:
One of the main research topics in multi-agent systems is learning cooperation among agents. In the MARLBS system, we use genetic algorithms to evolve neural networks, which enhances the cooperation between agents. In this paper, we examine several evolutionary operators to evolve a team, in which team members cooperate with each other to solve problems. The best operators found from experiments efficiently reduce learning time.
Published in: Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004).
Date of Conference: 24-24 September 2004
Date Added to IEEE Xplore: 18 October 2004
Print ISBN:0-7695-2101-0