cs.AI, cs.LG, cs.MA

Coordination Matters: Evaluation of Cooperative Multi-Agent Reinforcement Learning

arXiv:2605.06557v1 Announce Type: cross
Abstract: Cooperative multi-agent reinforcement learning (MARL) benchmarks commonly emphasize aggregate outcomes such as return, success rate, or completion time. While essential, these metrics often fail to rev…