Limited memory optimizes cooperation in social dilemma experiments

Author:

Ma Shuangmei12,Zhang Boyu3ORCID,Cao Shinan4,Liu Jun S.2,Wang Wen-Xu15ORCID

Affiliation:

1. School of Systems Science, Beijing Normal University, Beijing 100875, People's Republic of China

2. Department of Statistics, Harvard University, Cambridge, MA 02138, USA

3. Laboratory of Mathematics and Complex Systems, Ministry of Education, School of Mathematical Sciences, Beijing Normal University, Beijing 100875, People's Republic of China

4. School of Finance, University of International Business and Economics, Beijing 100029, People's Republic of China

5. State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, People's Republic of China

Abstract

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.

Funder

NSF DMS

NNSFC

NSSFC

Publisher

The Royal Society

Subject

Multidisciplinary

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