Learning Implicit Resource Relationships from Past Plans in Multi-Agent Systems

Toshiharu Sugawara, Satoshi Kurihara, Osamu Akashi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The storage and analysis of the hierarchical planning results in the past to identify implicit costs and resource relationships between activities in multi-agent systems are discussed. To realize effective activities of agents, coordination and cooperation is essential in multi-agent systems. The used plans are retained with costs, time, used resources, conflicts among agents and the environments. The observed data for each primitive task sequence which indicates performance of tasks such as execution time and the period and amount of resource usage is compared.

Original languageEnglish
Title of host publicationProceedings of the Interantional Conference on Autonomous Agents
EditorsJ.S. Rosenschein, T. Sandholm, M. Wooldridge, M. Yakoo
Pages1130-1131
Number of pages2
Volume2
Publication statusPublished - 2003
Externally publishedYes
EventProceedings of the Second International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 03 - Melbourne, Vic.
Duration: 2003 Jul 142003 Jul 18

Other

OtherProceedings of the Second International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 03
CityMelbourne, Vic.
Period03/7/1403/7/18

Fingerprint

Multi agent systems
Costs
Planning

Keywords

  • Coordination
  • Learning
  • Multi-agent systems
  • Planning
  • Reuse

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Sugawara, T., Kurihara, S., & Akashi, O. (2003). Learning Implicit Resource Relationships from Past Plans in Multi-Agent Systems. In J. S. Rosenschein, T. Sandholm, M. Wooldridge, & M. Yakoo (Eds.), Proceedings of the Interantional Conference on Autonomous Agents (Vol. 2, pp. 1130-1131)

Learning Implicit Resource Relationships from Past Plans in Multi-Agent Systems. / Sugawara, Toshiharu; Kurihara, Satoshi; Akashi, Osamu.

Proceedings of the Interantional Conference on Autonomous Agents. ed. / J.S. Rosenschein; T. Sandholm; M. Wooldridge; M. Yakoo. Vol. 2 2003. p. 1130-1131.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sugawara, T, Kurihara, S & Akashi, O 2003, Learning Implicit Resource Relationships from Past Plans in Multi-Agent Systems. in JS Rosenschein, T Sandholm, M Wooldridge & M Yakoo (eds), Proceedings of the Interantional Conference on Autonomous Agents. vol. 2, pp. 1130-1131, Proceedings of the Second International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 03, Melbourne, Vic., 03/7/14.
Sugawara T, Kurihara S, Akashi O. Learning Implicit Resource Relationships from Past Plans in Multi-Agent Systems. In Rosenschein JS, Sandholm T, Wooldridge M, Yakoo M, editors, Proceedings of the Interantional Conference on Autonomous Agents. Vol. 2. 2003. p. 1130-1131
Sugawara, Toshiharu ; Kurihara, Satoshi ; Akashi, Osamu. / Learning Implicit Resource Relationships from Past Plans in Multi-Agent Systems. Proceedings of the Interantional Conference on Autonomous Agents. editor / J.S. Rosenschein ; T. Sandholm ; M. Wooldridge ; M. Yakoo. Vol. 2 2003. pp. 1130-1131
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