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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。

An application of evolutionary game theory to social dilemmas: the traveler's dilemma and the minimum effort coordination game.

作者信息

Iyer Swami, Reyes Joshua, Killingback Timothy

机构信息

Computer Science Department, University of Massachusetts, Boston, Massachusetts, United States of America.

Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, United States of America.

出版信息

PLoS One. 2014 Apr 7;9(4):e93988. doi: 10.1371/journal.pone.0093988. eCollection 2014.

Abstract

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.

摘要

旅行者困境博弈和最小努力协调博弈是两种社会困境,由于经典博弈论的预测与对这些博弈进行实验研究时得到的结果不一致,它们备受关注。此外,将复制者动态所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,我们将这两种博弈的自然变体表述为平滑连续策略博弈。我们通过解析和基于主体的模拟研究了这些连续策略博弈的进化动态,并表明理论上预测的行为与实验观察到的行为相符。因此,旅行者困境博弈和最小努力协调博弈的这些变体为与原始博弈相关的矛盾行为提供了一个简单的解决方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/916e/3977969/28c150663391/pone.0093988.g001.jpg

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