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Emerging Cooperation in N-Person Iterated Prisoner's Dilemma over Dynamic Complex Networks

机译:动态复杂网络上的N人迭代囚徒困境中的新兴合作

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The N-Person Iterated Prisoner's Dilemma (NIPD) is an interesting game that has proved to be very useful to explore the emergence of cooperation in multi-player scenarios. Within this game, the way that agents are interconnected is a key element that influences cooperation. In this context, complex networks provide a realistic model of the topological features found in Nature and in many social and technological networks. Considering these networks, it is interesting to study the network evolution, given the possibility that agents can change their neighbors (dynamic rewire), when non-cooperative behaviors are detected. In this paper, we present a model of the NIPD game where a population of genetically-coded agents compete altogether. We analyze how different game parameters, and the network topology, affect the emergence of cooperation in static complex networks. Based on that, we present the main contribution of the paper that concerns the influence of dynamic rewiring in the emergence of cooperation over the NIPD.
机译:N人迭代囚徒困境(NIPD)是一款有趣的游戏,事实证明对探索多人游戏场景中合作的兴起非常有用。在此游戏中,代理人互连的方式是影响合作的关键因素。在这种情况下,复杂的网络提供了自然界和许多社会和技术网络中发现的拓扑特征的现实模型。考虑到这些网络,考虑到当检测到非合作行为时代理可以更改其邻居(动态重排)的可能性,研究网络的发展非常有趣。在本文中,我们提出了NIPD游戏的模型,其中一群遗传编码的代理完全竞争。我们分析了不同的游戏参数和网络拓扑如何影响静态复杂网络中合作的出现。在此基础上,我们提出了本文的主要贡献,涉及在NIPD上出现的合作中动态重新布线的影响。

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