cs.LG, cs.MA

Focusing Influence Mechanism for Multi-Agent Reinforcement Learning

arXiv:2506.19417v2 Announce Type: replace
Abstract: Cooperative multi-agent reinforcement learning (MARL) under sparse rewards remains fundamentally challenging because agents often fail to concentrate their influence, leading to insufficiently coordi…