Local Wealth Redistribution Promotes Cooperation in Multiagent Systems

被引:0
|
作者
Pinheiro, Flavio L. [1 ]
Santos, Fernando P. [2 ,3 ]
机构
[1] MIT, Collect Learning Grp, MIT Media Lab, 22 Ames St, Cambridge, MA 02139 USA
[2] Univ Lisbon, INESC ID, P-2744016 Porto Salvo, Portugal
[3] Univ Lisbon, Inst Super Tecn, P-2744016 Porto Salvo, Portugal
关键词
Emergent behaviour; Social networks; Social simulation; Simulation of complex systems; Cooperation; EMERGENCE; EVOLUTION; DYNAMICS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Designing mechanisms that leverage cooperation between agents has been a long-lasting goal in Multiagent Systems. The task is especially challenging when agents are selfish, lack common goals and face social dilemmas, i.e., situations in which individual interest conflicts with social welfare. Past works explored mechanisms that explain cooperation in biological and social systems, providing important clues for the aim of designing cooperative artificial societies. In particular, several works show that cooperation is able to emerge when specific network structures underlie agents' interactions. Notwithstanding, social dilemmas in which defection is highly tempting still pose challenges concerning the effective sustainability of cooperation. Here we propose a new redistribution mechanism that can be applied in structured populations of agents. Importantly, we show that, when implemented locally (i.e., agents share a fraction of their wealth surplus with their nearest neighbors), redistribution excels in promoting cooperation under regimes where, before, defection prevailed.
引用
收藏
页码:786 / 794
页数:9
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