Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph

Multi-Agent Reinforcement Learning (MARL) has been successful in solving many cooperative challenges. However, classic non-hierarchical MARL algorithms still cannot address various complex multi-agent problems that require hierarchical cooperative behaviors. The cooperative knowledge and policies le...

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Veröffentlicht in:	arXiv.org 2024-03
Hauptverfasser:	Fu, Qingxu, Qiu, Tenghai, Yi, Jianqiang, Pu, Zhiqiang, Ai, Xiaolin
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Clustering Cooperation Extensibility Machine learning Multiagent systems Neural networks Nodes Operators Topology
Online-Zugang:	Volltext
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