Limited memory optimizes cooperation in social dilemma experiments

Cooperation is one of the key collective behaviours of human society. Despite discoveries of several social mechanisms underpinning cooperation, relatively little is known about how our neural functions affect cooperative behaviours. Here, we study the effect of a main neural function, working-memor...

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Main Authors: Shuangmei Ma, Boyu Zhang, Shinan Cao, Jun S. Liu, Wen-Xu Wang
Format: Article
Language:English
Published: The Royal Society 2021-08-01
Series:Royal Society Open Science
Subjects:
Online Access:https://royalsocietypublishing.org/doi/10.1098/rsos.210653
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spelling doaj-267ab9f2be2540618a0f30a24125f1362021-08-25T07:06:26ZengThe Royal SocietyRoyal Society Open Science2054-57032021-08-018810.1098/rsos.210653Limited memory optimizes cooperation in social dilemma experimentsShuangmei Ma0Boyu Zhang1Shinan Cao2Jun S. Liu3Wen-Xu Wang4School of Systems Science, Beijing Normal University, Beijing 100875, People's Republic of ChinaLaboratory of Mathematics and Complex Systems, Ministry of Education, School of Mathematical Sciences, Beijing Normal University, Beijing 100875, People's Republic of ChinaSchool of Finance, University of International Business and Economics, Beijing 100029, People's Republic of ChinaDepartment of Statistics, Harvard University, Cambridge, MA 02138, USASchool of Systems Science, Beijing Normal University, Beijing 100875, People's Republic of ChinaCooperation is one of the key collective behaviours of human society. Despite discoveries of several social mechanisms underpinning cooperation, relatively little is known about how our neural functions affect cooperative behaviours. Here, we study the effect of a main neural function, working-memory capacity, on cooperation in repeated Prisoner's Dilemma experiments. Our experimental paradigm overcomes the obstacles in measuring and changing subjects' working-memory capacity. We find that the optimal cooperation level occurs when subjects remember two previous rounds of information, and cooperation increases abruptly from no memory capacity to minimal memory capacity. The results can be explained by memory-based conditional cooperation of subjects. We propose evolutionary models based on replicator dynamics and Markov processes, respectively, which are in good agreement with experimental results of different memory capacities. Our experimental findings differ from previous hypotheses and predictions of existent models and theories, and suggest a neural basis and evolutionary roots of cooperation beyond cultural influences.https://royalsocietypublishing.org/doi/10.1098/rsos.210653cooperationworking memoryevolutionary game theory
collection DOAJ
language English
format Article
sources DOAJ
author Shuangmei Ma
Boyu Zhang
Shinan Cao
Jun S. Liu
Wen-Xu Wang
spellingShingle Shuangmei Ma
Boyu Zhang
Shinan Cao
Jun S. Liu
Wen-Xu Wang
Limited memory optimizes cooperation in social dilemma experiments
Royal Society Open Science
cooperation
working memory
evolutionary game theory
author_facet Shuangmei Ma
Boyu Zhang
Shinan Cao
Jun S. Liu
Wen-Xu Wang
author_sort Shuangmei Ma
title Limited memory optimizes cooperation in social dilemma experiments
title_short Limited memory optimizes cooperation in social dilemma experiments
title_full Limited memory optimizes cooperation in social dilemma experiments
title_fullStr Limited memory optimizes cooperation in social dilemma experiments
title_full_unstemmed Limited memory optimizes cooperation in social dilemma experiments
title_sort limited memory optimizes cooperation in social dilemma experiments
publisher The Royal Society
series Royal Society Open Science
issn 2054-5703
publishDate 2021-08-01
description Cooperation is one of the key collective behaviours of human society. Despite discoveries of several social mechanisms underpinning cooperation, relatively little is known about how our neural functions affect cooperative behaviours. Here, we study the effect of a main neural function, working-memory capacity, on cooperation in repeated Prisoner's Dilemma experiments. Our experimental paradigm overcomes the obstacles in measuring and changing subjects' working-memory capacity. We find that the optimal cooperation level occurs when subjects remember two previous rounds of information, and cooperation increases abruptly from no memory capacity to minimal memory capacity. The results can be explained by memory-based conditional cooperation of subjects. We propose evolutionary models based on replicator dynamics and Markov processes, respectively, which are in good agreement with experimental results of different memory capacities. Our experimental findings differ from previous hypotheses and predictions of existent models and theories, and suggest a neural basis and evolutionary roots of cooperation beyond cultural influences.
topic cooperation
working memory
evolutionary game theory
url https://royalsocietypublishing.org/doi/10.1098/rsos.210653
work_keys_str_mv AT shuangmeima limitedmemoryoptimizescooperationinsocialdilemmaexperiments
AT boyuzhang limitedmemoryoptimizescooperationinsocialdilemmaexperiments
AT shinancao limitedmemoryoptimizescooperationinsocialdilemmaexperiments
AT junsliu limitedmemoryoptimizescooperationinsocialdilemmaexperiments
AT wenxuwang limitedmemoryoptimizescooperationinsocialdilemmaexperiments
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