Coordination Matters: Evaluation of Cooperative Multi-Agent Reinforcement Learning

Maria Ana Cardei, Matthew Landers, Afsaneh Doryab

Cooperative multi-agent reinforcement learning (MARL) benchmarks commonly emphasize aggregate outcomes such as return, success rate, or completion time. While essential, these metr…