The impact of noise on iterated prisoner's dilemma with multiple levels of cooperation

S. Y. Chong, X. Yao
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引用次数: 13

Abstract

Real world dilemma rarely involved just two choices and perfect interactions without mistakes. In extending the realism of the iterated prisoner's evolutionary approaches included intermediate choices or mistakes (noise). This study takes a step further using a coevolving population of neural networks playing the IPD game with both intermediate choices and noise. Several issues will be addressed, which include the evolution of cooperation and the evolutionary stability in the presence of noise and more choices. Our experimental study shows that noise has a negative impact on the evolution of cooperation, but could improve, surprisingly, the evolutionary stability.
噪声对多层次合作下迭代囚徒困境的影响
现实世界的困境很少只涉及两个选择和完美的互动而没有错误。在扩展迭代囚犯的进化方法的现实性时,包括中间选择或错误(噪音)。这项研究更进一步,使用共同进化的神经网络群体来玩带有中间选择和噪声的IPD游戏。本文将讨论几个问题,包括合作的进化和在噪声和更多选择存在下的进化稳定性。我们的实验研究表明,噪音对合作的进化有负面影响,但令人惊讶的是,它可以提高进化的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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