Learning From Demonstration in the Wild. - Feryal M. P. Behbahani; Kyriacos Shiarlis; Xi Chen; Vitaly Kurin; Sudhanshu Kasewa; Ciprian Stirbu; João Gomes; Supratik Paul; Frans A. Oliehoek; João V. Messias; Shimon Whiteson (ICRA, 2019)

Intelligent Railway Capacity and Traffic Management Using Multi-Agent Deep Reinforcement Learning. - Stefan Schneider; Anirudha Ramesh; Anne Roets; Ciprian Stirbu; Farhad Safaei; Faten Ghriss; Jan Wülfing; Mehmet Güra; Nima Sibon; Rick Gentry; Roman Liessner; Thomas Hustache; et al. (ITSC, 2024)

Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs. - Riccardo Poiani; Ciprian Stirbu; Alberto Maria Metelli; Marcello Restelli (IEEE Trans. Intell. Transp. Syst., 2024)