AI RESEARCH

Focusing Influence Mechanism for Multi-Agent Reinforcement Learning

arXiv CS.LG

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