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Evolutionary Games and Self-Organizing Cooperation
演化博弈与自组织合作

Keywords: Collective behaviors,cooperation,evolutionary games,complex networks,Prisoner's dilemma,Snowdrift game,reinforcement learning,self-organization,topology,dynamics
群体行为
,合作,演化博弈论,复杂网络,囚徒困境博弈,雪堆博弈,强化学习,自组织,拓扑,动力学

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Abstract:

Evolutionary games on complex networks are considered in this paper. First, the evolutionary Prisoner's dilemma game on scale-free networks with community structures is investigated. Then the heterogeneity's role in the evolution of cooperation on a variant of Newman-Watts small-world networks is explored. The influence of different initial conditions on the evolution of cooperation corresponding to different initial configurations for cooperators and defectors distributing among the vertices of networks is also studied. Moreover, Snowdrift game on an empirical social network is considered, and the entangled dynamics of the evolution of network structure and strategy is investigated. The reinforcement learning dynamics in networked populations playing Prisoner's dilemma is also explored. Finally, some open problems, future research directions, and possible application areas of evolutionary games on complex networks are presented.

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