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空间囚徒困境实验的比较分析:条件合作与收益无关性

A comparative analysis of spatial Prisoner's Dilemma experiments: conditional cooperation and payoff irrelevance.

作者信息

Grujić Jelena, Gracia-Lázaro Carlos, Milinski Manfred, Semmann Dirk, Traulsen Arne, Cuesta José A, Moreno Yamir, Sánchez Angel

机构信息

1] Complexity & Networks Group and Department of Mathematics, Imperial College London, South Kensington Campus, SW7 2AZ, London, UK [2] Grupo Interdisciplinar de Sistemas Complejos (GISC), Departamento de Matemáticas, Universidad Carlos III de Madrid, Avenida de la Universidad 30, 28911 Leganés, Madrid, Spain.

Instituto de Biocomputación y Física de Sistemas Complejos (BIFI), Universidad de Zaragoza, Campus Río Ebro, 50018 Zaragoza, Spain.

出版信息

Sci Rep. 2014 Apr 11;4:4615. doi: 10.1038/srep04615.

Abstract

We have carried out a comparative analysis of data collected in three experiments on Prisoner's Dilemmas on lattices available in the literature. We focus on the different ways in which the behavior of human subjects can be interpreted, in order to empirically narrow down the possibilities for behavioral rules. Among the proposed update dynamics, we find that the experiments do not provide significant evidence for non-innovative game dynamics such as imitate-the-best or pairwise comparison rules, whereas moody conditional cooperation is supported by the data from all three experiments. This conclusion questions the applicability of many theoretical models that have been proposed to understand human behavior in spatial Prisoner's Dilemmas. A rule compatible with all our experiments, moody conditional cooperation, suggests that there is no detectable influence of interaction networks on the emergence of cooperation in behavioral experiments.

摘要

我们对文献中提供的关于格点上囚徒困境的三个实验所收集的数据进行了比较分析。我们关注人类受试者行为的不同解释方式,以便从经验上缩小行为规则的可能性范围。在所提出的更新动态中,我们发现实验并未为诸如模仿最佳或成对比较规则等非创新博弈动态提供显著证据,而喜怒无常的条件合作得到了所有三个实验数据的支持。这一结论对许多为理解空间囚徒困境中的人类行为而提出的理论模型的适用性提出了质疑。一个与我们所有实验都兼容的规则,即喜怒无常的条件合作,表明在行为实验中,交互网络对合作出现没有可检测到的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fdb0/3983604/5f380c99160a/srep04615-f1.jpg

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