Open access
Sep 2026
L2AF: Graph-attention modulated learning automata for efficient multi-agent cooperation.
Multi-agent reinforcement learning (MARL) is impeded by the combinatorial explosion of joint action spaces and the neglect of complex inter-agent dependencies, which severely hinder effective coordination and accurate credit as signment. To address these challenges, this paper proposes a novel framework termed Lightwei...
Jun Wang, Wen-Jie Ke, Lu Liu et al.
· Neural Networks · 0 citations