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Aug, 2022
异构多智能体零样本协同进化
Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution
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Ke Xue, Yutong Wang, Lei Yuan, Cong Guan, Chao Qian...
TL;DR
本文提出一种基于协同进化的方法,用于在物理世界和多智能体协作环境中解决零-shot协调问题,并在一个协同烹饪任务中实现了这个解决方案。
Abstract
Generating agents that can achieve
zero-shot coordination
(ZSC) with unseen partners is a new challenge in cooperative
multi-agent reinforcement learning
(MARL). Recently, some studies have made progress in ZSC b
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