Towards a Standardised Performance Evaluation Protocol for Cooperative MARL. - Rihab Gorsane; Omayma Mahjoub; Ruan de Kock; Roland Dubb; Siddarth Singh; Arnu Pretorius (NeurIPS, 2022)

Reinforcement Learning Based Train Rescheduling on Event Graphs. - Rihab Gorsane; Khalil Gorsan Mestiri; Daniel Tapia Martinez; Vincent Coyette; Beyrem Makhlouf; Gereon Vienken; Minh Tri Truong; Andreas Söhlke; Johann Hartleb; Amine Kerkeni; Irene Sturm; Michael Küpper (ITSC, 2023)

On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL. - Wiem Khlifi; Siddarth Singh; Omayma Mahjoub; Ruan de Kock; Abidine Vall; Rihab Gorsane; Arnu Pretorius (CoRR, 2023)