理性的群体思维

Matan Harel, Elchanan Mossel, P. Strack, O. Tamuz
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引用次数: 16

摘要

我们研究长寿的理性主体如何通过反复观察私人信号和彼此的行为来学习。在使用正常信号的情况下,任何规模的团队都比四个智能体在每个时间段直接观察彼此的私人信号学习得慢。类似的结果也适用于一般的信号结构。我们认为,理性的群体思维——在这种情况下,代理人忽略了他们的私人信号,并在很长一段时间内选择相同的行动——是导致信息聚合失败的原因。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rational Groupthink
We study how long-lived rational agents learn from repeatedly observing a private signal and each others’ actions. With normal signals, a group of any size learns more slowly than just four agents who directly observe each others’ private signals in each period. Similar results apply to general signal structures. We identify rational groupthink—in which agents ignore their private signals and choose the same action for long periods of time—as the cause of this failure of information aggregation.
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