most citedSelf-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph

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cs.AI2022

A Cooperation Graph Approach for Multiagent Sparse Reward Reinforcement Learning

Qingxu Fu, Tenghai Qiu, Zhiqiang Pu +2

Multiagent reinforcement learning (MARL) can solve complex cooperative tasks. However, the efficiency of existing MARL methods relies heavily on well-defined reward functions. Mult…