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Dec, 2023
多智能体学习中的合作回顾
A Review of Cooperation in Multi-agent Learning
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Yali Du, Joel Z. Leibo, Usman Islam, Richard Willis, Peter Sunehag
TL;DR
多智能体学习是一门涉及博弈论、经济学、社会科学和进化生物学等众多学科交叉的主题。本文概述了多智能体学习的基本概念、问题设置和算法，包括增强学习、多智能体序列决策、多智能体合作的挑战，对最近进展进行了全面综述和相关度量评估，并讨论了该领域的开放性挑战，以期激发新的研究方向。
Abstract
cooperation
in
multi-agent learning
(MAL) is a topic at the intersection of numerous disciplines, including
game theory
, economics, social
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