Effect of memory, intolerance, and second-order reputation on cooperation

被引:46
|
作者
Xia, Chengyi [1 ,2 ]
Gracia-Lazaro, Carlos [3 ,4 ]
Moreno, Yamir [3 ,4 ,5 ]
机构
[1] Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300384, Peoples R China
[2] Tianjin Univ Technol, Minist Educ, Key Lab Comp Vis & Syst, Tianjin 300384, Peoples R China
[3] Univ Zaragoza, Inst Biocomp & Fis Sistemas Complejos BIFI, Zaragoza 50018, Spain
[4] Univ Zaragoza, Fac Ciencias, Dept Fis Teor, Zaragoza 50009, Spain
[5] Inst Sci Interchange, Complex Networks & Syst Lagrange Lab, I-10126 Turin, Italy
基金
中国国家自然科学基金;
关键词
INDIRECT RECIPROCITY; EVOLUTIONARY GAMES; PRISONERS-DILEMMA; DYNAMICS; INFORMATION; EMERGENCE;
D O I
10.1063/5.0009758
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The understanding of cooperative behavior in social systems has been the subject of intense research over the past few decades. In this regard, the theoretical models used to explain cooperation in human societies have been complemented with a growing interest in experimental studies to validate the proposed mechanisms. In this work, we rely on previous experimental findings to build a theoretical model based on two cooperation driving mechanisms: second-order reputation and memory. Specifically, taking the donation game as a starting point, the agents are distributed among three strategies, namely, unconditional cooperators, unconditional defectors, and discriminators, where the latter follow a second-order assessment rule: shunning, stern judging, image scoring, or simple standing. A discriminator will cooperate if the evaluation of the recipient's last actions contained in his memory is above a threshold of (in)tolerance. In addition to the dynamics inherent to the game, another imitation dynamics, involving much longer times (generations), is introduced. The model is approached through a mean-field approximation that predicts the macroscopic behavior observed in Monte Carlo simulations. We found that, while in most second-order assessment rules, intolerance hinders cooperation, it has the opposite (positive) effect under the simple standing rule. Furthermore, we show that, when considering memory, the stern judging rule shows the lowest values of cooperation, while stricter rules show higher cooperation levels.
引用
收藏
页数:13
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