BriefGPT.xyz
Nov, 2022
基于相似性的合作
Similarity-based Cooperation
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Caspar Oesterheld, Johannes Treutlein, Roger Grosse, Vincent Conitzer, Jakob Foerster
TL;DR
介绍了一个更加现实的设置,其中智能体只能观察到一个表明它们相似程度的数字,证明这与完全透明的情况能够产生相同的合作结果,同时还证明了可以使用简单的机器学习方法学习合作。
Abstract
As
machine learning
agents act more autonomously in the world, they will increasingly interact with each other. Unfortunately, in many
social dilemmas
like the one-shot Prisoner's Dilemma, standard game theory pr
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