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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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 |
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1721196704613531648 |