Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation

Claude Formanek, Callum Rhys Tilbury, Louise Beyers +2

Offline multi-agent reinforcement learning (MARL) is an emerging field with great promise for real-world applications. Unfortunately, the current state of research in offline MARL…