Robust spread of cooperation by expectation-of-cooperation strategy with simple labeling method

Tomoaki Otsuka, Toshiharu Sugawara

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

This paper proposes an interaction strategy called the extended expectation-of-cooperation (EEoC) that is intended to spread cooperative activities in prisoner's dilemma situations over an entire agent network. Recently developed computer and communications applications run on the network and interact with each other as delegates of the owners, so they often encounter social dilemma situations. To improve social efficiency, they are required to cooperate, but one-sided cooperation is meaningless and loses some payoff due to a rip-off by defecting agents. The concept of EEoC is that when agents encounter mutual cooperation, they continue to cooperate a few times with the desire to see the emergence of cooperative behavior in their neighbors. EEoC is easy to implement in computer systems.We experimentally show that EEoC can effectively spread cooperative activities in dilemma situations in complete, Erdös-Rényi, and regular networks. We also clarify the robustness against defecting agents and the limitation of the EEoC strategy.

本文言語English
ホスト出版物のタイトルProceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017
出版社Association for Computing Machinery, Inc
ページ483-490
ページ数8
ISBN(電子版)9781450349512
DOI
出版ステータスPublished - 2017 8 23
イベント16th IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017 - Leipzig, Germany
継続期間: 2017 8 232017 8 26

出版物シリーズ

名前Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017

Other

Other16th IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017
国/地域Germany
CityLeipzig
Period17/8/2317/8/26

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • 人工知能
  • ソフトウェア

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