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Nov, 2022
多智能体价值分解的对比身份感知学习
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
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Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen...
TL;DR
通过对代理商的属性进行对比性学习,从而突破多代理多样性限制,增强价值分解网络的可区分性,提高合作能力
Abstract
value decomposition
(VD) aims to deduce the contributions of agents for decentralized policies in the presence of only global rewards, and has recently emerged as a powerful
credit assignment
paradigm for tacklin
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