合作意见

Yuval Heller, Erik Mohlin
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引用次数: 51

摘要

我们研究了这样的环境,在这种环境中,代理被随机匹配来玩囚徒困境,每个参与者都观察了一些合作伙伴过去对前对手的行动。我们从现有的相关文献出发,允许一小部分人口成为承诺类型。承诺代理人的存在破坏了先前提出的维持合作的机制。我们提出了一种新的直观的策略组合,在各种环境中维持合作。此外,我们表明,在额外的平稳性假设下,这种策略组合本质上是支持充分合作的唯一机制,并且它对各种扰动具有鲁棒性。最后,我们将结果扩展到一个设置,其中智能体也观察过去对手对当前合作伙伴的行动,并描述哪种观察结构对于维持合作是最优的。
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Observations on Cooperation
We study environments in which agents are randomly matched to play a Prisoner’s Dilemma, and each player observes a few of the partner’s past actions against previous opponents. We depart from the existing related literature by allowing a small fraction of the population to be commitment types. The presence of committed agents destabilizes previously proposed mechanisms for sustaining cooperation. We present a novel intuitive combination of strategies that sustains cooperation in various environments. Moreover, we show that under an additional assumption of stationarity, this combination of strategies is essentially the unique mechanism to support full cooperation, and it is robust to various perturbations. Finally, we extend the results to a setup in which agents also observe actions played by past opponents against the current partner, and we characterize which observation structure is optimal for sustaining cooperation.
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