Neural networks : the official journal of the International Neural Network Society
Graph based multi-agent reinforcement learning with evolutionary population for cooperation.
Kexing Peng, Hanwen Qi, Tinghuai Ma
Published: 202510.1016/j.neunet.2025.108437
Abstract
In fully cooperative environments, agents aim to learn a joint policy to achieve a shared goal. However, existing Multi-Agent Reinforcement Learning (MARL) approaches struggle when scaling to complex coordination tasks. However, as the complexity of…
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