基于简单标记法的合作期望策略的鲁棒合作扩展

Tomoaki Otsuka, T. Sugawara
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引用次数: 2

摘要

本文提出了一种扩展合作期望(EEoC)的交互策略,旨在将囚徒困境下的合作活动扩展到整个代理网络中。最近开发的计算机和通信应用程序在网络上运行,并作为所有者的代表相互交互,因此经常遇到社会困境的情况。为了提高社会效率,他们需要合作,但单方面的合作是没有意义的,而且会因为叛逃的代理人的敲诈而失去一些回报。EEoC的概念是,当智能体遇到相互合作时,他们会继续合作几次,希望看到他们的邻居出现合作行为。EEoC在计算机系统中易于实现。实验表明,EEoC可以在完全网络、Erdös-Rényi网络和规则网络中有效地传播两难情境下的合作活动。我们还澄清了对叛变代理的鲁棒性和EEoC策略的局限性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust spread of cooperation by expectation-of-cooperation strategy with simple labeling method
This paper proposes an interaction strategy called the extended expectation-of-cooperation (EEoC) that is intended to spread cooperative activities in prisoner's dilemma situations over an entire agent network. Recently developed computer and communications applications run on the network and interact with each other as delegates of the owners, so they often encounter social dilemma situations. To improve social efficiency, they are required to cooperate, but one-sided cooperation is meaningless and loses some payoff due to a rip-off by defecting agents. The concept of EEoC is that when agents encounter mutual cooperation, they continue to cooperate a few times with the desire to see the emergence of cooperative behavior in their neighbors. EEoC is easy to implement in computer systems. We experimentally show that EEoC can effectively spread cooperative activities in dilemma situations in complete, Erdös-Rényi, and regular networks. We also clarify the robustness against defecting agents and the limitation of the EEoC strategy.
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