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  Evolution of reciprocity with limited payoff memory

Glynatsi, N. E., McAvoy, A., & Hilbe, C. (submitted). Evolution of reciprocity with limited payoff memory.

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アイテムのパーマリンク: https://hdl.handle.net/21.11116/0000-000F-5EF8-1 版のパーマリンク: https://hdl.handle.net/21.11116/0000-000F-5EF9-0
資料種別: 学術論文

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 作成者:
Glynatsi, Nikoleta E.1, 著者                 
McAvoy, Alex, 著者
Hilbe, Christian1, 著者                 
所属:
1Max Planck Research Group Dynamics of Social Behavior (Hilbe), Max Planck Institute for Evolutionary Biology, Max Planck Society, ou_3164873              

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 要旨: Direct reciprocity is a mechanism for the evolution of cooperation in repeated social interactions. According to this literature, individuals naturally learn to adopt conditionally cooperative strategies if they have multiple encounters with their partner. Corresponding models have greatly facilitated our understanding of cooperation, yet they often make strong assumptions on how individuals remember and process payoff information. For example, when strategies are updated through social learning, it is commonly assumed that individuals compare their average payoffs. This would require them to compute (or remember) their payoffs against everyone else in the population. To understand how more realistic constraints influence direct reciprocity, we consider the evolution of conditional behaviors when individuals learn based on more recent experiences. Even in the most extreme case that they only take into account their very last interaction, we find that cooperation can still evolve. However, such individuals adopt less generous strategies, and they tend to cooperate less often than in the classical setup with average payoffs. Interestingly, once individuals remember the payoffs of two or three recent interactions, cooperation rates quickly approach the classical limit. These findings contribute to a literature that explores which kind of cognitive capabilities are required for reciprocal cooperation. While our results suggest that some rudimentary form of payoff memory is necessary, it already suffices to remember a few interactions.

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言語: eng - English
 日付: 2023-11-04
 出版の状態: 投稿済み
 ページ: -
 出版情報: -
 目次: -
 査読: -
 識別子(DOI, ISBNなど): arXiv: 10.48550/arXiv.2311.02365
 学位: -

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出版物名: Proceedings of the Royal Society B: Biological Sciences
  省略形 : Proc. R. Soc. B
種別: 学術雑誌
 著者・編者:
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出版社, 出版地: London : Royal Society
ページ: - 巻号: 00 (00) 通巻号: - 開始・終了ページ: - 識別子(ISBN, ISSN, DOIなど): ISSN: 0962-8452
CoNE: https://pure.mpg.de/cone/journals/resource/110975500577295_2