Spread of cooperation in complex agent networks based on expectation of cooperation

Ryosuke Shibusawa, Tomoaki Otsuka, Toshiharu Sugawara

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

This paper proposes a behavioral strategy called expectation of cooperation with which cooperation in the prisoner’s dilemma game spreads over agent networks by incorporating Q-learning. Recent advances in computer and communication technologies enable intelligent agents to operate in small and handy computers such asmobile PCs, tablet computers, and smart phones as delegates of their owners. Because the interaction of these agents is associated with social links in the real world, social behavior is to some degree required to avoid conflicts, competition, and unfairness that may lead to further inefficiency in the agent society. The proposed strategy is simple and easy to implement but nevertheless can spread over and maintain cooperation in agent networks under certain conditions. We conducted a number of experiments to clarify these conditions, and the results indicate that cooperation spread and wasmaintained with the proposed strategy in a variety of networks.

本文言語English
ホスト出版物のタイトルPrinciles and Practice of Multi-Agent Systems - 19th International Conference, PRIMA 2016, Proceedings
編集者Matteo Baldoni, Katsutoshi Hirayama, Paolo Torroni, Tran Cao Son, Amit K. Chopra
出版社Springer Verlag
ページ76-91
ページ数16
ISBN(印刷版)9783319448312
DOI
出版ステータスPublished - 2016
イベント19th International Conference on Princiles and Practice of Multi-Agent Systems, PRIMA 2016 - Phuket, Thailand
継続期間: 2016 8 222016 8 26

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9862 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

Other19th International Conference on Princiles and Practice of Multi-Agent Systems, PRIMA 2016
CountryThailand
CityPhuket
Period16/8/2216/8/26

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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