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An Application of Evolutionary Game Theory to Social Dilemmas: The Travelers Dilemma and the Minimum Effort Coordination Game

机译:进化博弈论在社会困境中的应用:旅行者困境与最小努力协调博弈

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摘要

The Traveler's Dilemma game and the Minimum Effort Coordination game are two social dilemmas that have attracted considerable attention due to the fact that the predictions of classical game theory are at odds with the results found when the games are studied experimentally. Moreover, a direct application of deterministic evolutionary game theory, as embodied in the replicator dynamics, to these games does not explain the observed behavior. In this work, we formulate natural variants of these two games as smoothed continuous-strategy games. We study the evolutionary dynamics of these continuous-strategy games, both analytically and through agent-based simulations, and show that the behavior predicted theoretically is in accord with that observed experimentally. Thus, these variants of the Traveler's Dilemma and the Minimum Effort Coordination games provide a simple resolution of the paradoxical behavior associated with the original games.
机译:旅行者两难博弈和最小努力协调博弈是两个社会难题,由于经典博弈论的预测与实验研究的结果相矛盾,因此引起了人们的极大关注。此外,复制器动力学中体现的确定性进化博弈论直接应用于这些博弈并不能解释观察到的行为。在这项工作中,我们将这两个游戏的自然变体公式化为平滑的连续策略游戏。我们通过分析和通过基于主体的模拟研究了这些连续策略游戏的演化动力学,并表明理论上预测的行为与实验观察到的行为一致。因此,旅行者困境和最小努力协作游戏的这些变体提供了与原始游戏相关的悖论行为的简单解决方案。

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  • 期刊名称 other
  • 作者单位
  • 年(卷),期 -1(9),4
  • 年度 -1
  • 页码 e93988
  • 总页数 11
  • 原文格式 PDF
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  • 入库时间 2022-08-21 11:19:10

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