How can agent know the global information without close coordination?

Satoshi Kurihara, Shinya Sato, Kensuke Fukuda, Toshiharu Sugawara

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

In the multi-agent systems, even if each agent behaves selfish or cooperative, its behavior influences the other agents' behaviors and their behaviors influence its behavior cyclically. Thereore a certain information about the relative position of each agent among all the agents may be able to be extracted only from its behavior. If this information can be extracted, each agent has the possibility to improve its efficiency only by seeing its own behavior without knowing about the information of the other agents. In this paper, we verified this hypothesis by using the competitive multi-agent simulation environment named Minority Game, and confirmed that each agent's performance gain was actually possible. This analytical technique may be especially useful for massively multi-agent systems.

本文言語English
ホスト出版物のタイトルProceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems
ページ682-684
ページ数3
DOI
出版ステータスPublished - 2006
外部発表はい
イベントFifth International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS - Hakodate, Japan
継続期間: 2006 5 82006 5 12

出版物シリーズ

名前Proceedings of the International Conference on Autonomous Agents
2006

Conference

ConferenceFifth International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
CountryJapan
CityHakodate
Period06/5/806/5/12

ASJC Scopus subject areas

  • Engineering(all)

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