Shariq Iqbal, Christian A. Schroeder de Witt, Bei Peng, Wendelin Böhmer, Shimon Whiteson, Fei Sha (2021), Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning, Marina Meila, Tong Zhang (Eds.), In Proceedings of the 37th International Conference on Machine Learning, ICML 2020 Volume 139 p.4596-4606.

Jacopo Pierotti, Maximilian Kronmueller, Javier Alonso-Mora, J. Theresia van Essen, Wendelin Böhmer (2021), Reinforcement Learning for the Knapsack Problem, In AIRO Springer Series p.3-13, Springer Nature.

Burak Yildiz, Hayley Hung, Jesse H. Krijthe, Cynthia C.S. Liem, Marco Loog, Gosia Migut, Frans A. Oliehoek, Annibale Panichella, Przemysław Pawełczak, Stjepan Picek, Mathijs de Weerdt, Jan van Gemert (2021), ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility, Bertrand Kerautret, Miguel Colom, Adrien Krähenbühl, Daniel Lopresti, Pascal Monasse, Hugues Talbot (Eds.), In Reproducible Research in Pattern Recognition - 3rd International Workshop, RRPR 2021, Revised Selected Papers p.3-11, Springer.

Steven Carr, Nils Jansen, Suda Bharadwaj, M.T.J. Spaan, Ufuk Topcu (2021), Safe Policies for Factored Partially Observable Stochastic Games, Dylan A. Shell, Marc Toussaint, M. Ani Hsieh (Eds.), In Robotics: Science and System XVII.

Mathijs de Weerdt, Robert Baart, Lei He (2021), Single-machine scheduling with release times, deadlines, setup times, and rejection, In European Journal of Operational Research Volume 291 p.629-639.

Natalia Romero, Koos van der Linden, German Morales-Espania, Mathijs de Weerdt (2021), Stochastic bidding of volume and price in constrained energy and reserve markets, In Electric Power Systems Research Volume 191 p.1-8.

Michael Fisher, Bernd-Holger Schlingloff, Viviana Mascardi, M.D. Winikoff, Kristin Yvonne Rozier, N. Yorke-Smith (2021), Summarising a Framework for the Certification of Reliable Autonomous Systems, 20th International Conference on Autonomous Agentsand Multiagent Systems p.1733-1734.

Daniel Mitchell, Jamie Blanche, Osama Zaki, Joshua Roe, Leo Kong, Samuel Harper, Valentin Robu, Theodore Lim, David Flynn (2021), Symbiotic System of Systems Design for Safe and Resilient Autonomous Robotics in Offshore Wind Farms, In IEEE Access Volume 9 p.141421-141452.

Jacobus G.M. Van Der Linden, Jesse Mulderij, Bob Huisman, Joris W. Den Ouden, Marjan Van Den Akker, Han Hoogeveen, Mathijs M. De Weerdt (2021), TORS: A train unit shunting and servicing simulator, In 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021 p.1773-1775, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).

Jordi Zomer, Nikola Bešinović, Mathijs M. de Weerdt, Rob M.P. Goverde (2021), The Maintenance Location Choice Problem for railway rolling stock, In Journal of Rail Transport Planning & Management Volume 20 p.1-14.