Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation. - Juan Claude Formanek; Callum Rhys Tilbury; Louise Beyers; Jonathan P. Shock; Arnu Pretorius (NeurIPS, 2024)

Coordination Failure in Cooperative Offline MARL. - Callum Rhys Tilbury; Claude Formanek; Louise Beyers; Jonathan P. Shock; Arnu Pretorius (CoRR, 2024)

Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning. - Claude Formanek; Louise Beyers; Callum Rhys Tilbury; Jonathan P. Shock; Arnu Pretorius (CoRR, 2024)

Performant, Memory Efficient and Scalable Multi-Agent Reinforcement Learning. - Omayma Mahjoub; Sasha Abramowitz; Ruan de Kock; Wiem Khlifi; Simon du Toit; Jemma Daniel; Louay Ben Nessir; Louise Beyers; Claude Formanek; Liam Clark; Arnu Pretorius (CoRR, 2024)