Coordination Matters: Process-Aware Evaluation of Cooperative Multi-Agent Reinforcement Learning.

arXiv:2605.06557v2 Announce Type: replace-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 can obscure how ag