Reusing coordination and negotiation strategies in multi-agent systems for ubiquitous network environment

Toshiharu Sugawara, Satoshi Kurihara, Kensuke Fukuda, Toshio Hirotsu, Shigemi Aoyagi, Toshihiro Takada

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

Recently, we proposed an intelligent ubiquitous computing (ubicomp) environment where sensors and/or their stations/servers have CPUs to cooperatively learn generalized series of sensed events that are involved in human activities. This can be regarded as a multi-agent application. Because ubicomp applications target support for daily-life activities, one of their characteristics is that the same/similar series of events occurs frequently. Multi-agent plans in applications of this type are used to foresee human activities and generate programs to assist them. Therefore, the same planning processes for conflict detection and resolution recur. This paper proposes a learning method in which past plans are exploited for problem solving in an environment where the same/similar problems appear repeatedly. We discuss how the plan is stored and reused using as an example the exploration of conflict-free routes in a room and then describe experimental results.

本文言語English
ホスト出版物のタイトルProceedings of the Third International Joint Conference on Autonomous Agents and Multiagents Systems, AAMAS 2004
編集者N.R. Jennings, C. Sierra, L. Sonenberg, M. Tambe
ページ496-503
ページ数8
出版ステータスPublished - 2004 9 27
外部発表はい
イベントProceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004 - New York, NY, United States
継続期間: 2004 7 192004 7 23

出版物シリーズ

名前Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004
1

Conference

ConferenceProceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004
CountryUnited States
CityNew York, NY
Period04/7/1904/7/23

ASJC Scopus subject areas

  • Engineering(all)

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