Using action benefits and plan certainties in multiagent problem solving

研究成果: Conference contribution

1 引用 (Scopus)

抜粋

Choosing socially coherent and rational actions is essential in multiagent problem solving. In some domains, exchanging agents' plans are helpful for understanding what are rational actions. If they has little shared knowledge or environment, however, it is hard to understand other agents' plans. This paper discusses the utility-based cooperation for this situation. A utility matrix are created based on the local plans and through communications with other agents instead of exchanging plans. Utility numbers are calculated according to action benefits and plan certainties. Intuitively, an action benefit expresses the importance of performing or verifying the current plan, and a plan certainty expresses how strongly the agent making the plan believes that it is correct or effective for the current problem solving. Actions based on a plan supported by many proofs have high utility-numbers and so are priority over other actions. Finally, we will show how the performance can be improved by our method through experiments.

元の言語English
ホスト出版物のタイトルProceedings of the Conference on Artificial Intelligence Applications
出版者Publ by IEEE
ページ407-413
ページ数7
ISBN(印刷物)0818638400
出版物ステータスPublished - 1993 1 1
外部発表Yes
イベントProceedings of the 9th Conference on Artificial Intelligence for Applications - Orlando, FL, USA
継続期間: 1993 3 11993 3 5

出版物シリーズ

名前Proceedings of the Conference on Artificial Intelligence Applications

Other

OtherProceedings of the 9th Conference on Artificial Intelligence for Applications
Orlando, FL, USA
期間93/3/193/3/5

ASJC Scopus subject areas

  • Software

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  • これを引用

    Sugawara, T. (1993). Using action benefits and plan certainties in multiagent problem solving. : Proceedings of the Conference on Artificial Intelligence Applications (pp. 407-413). (Proceedings of the Conference on Artificial Intelligence Applications). Publ by IEEE.