| 2026 | CONCUR | On the Complexity of Robust Markov Decision Processes and Bisimulation Metrics. | Marnix Suilen, Guillermo A. Prez |
| 2025 | ECAI | Data-Efficient Safe Policy Improvement Using Parametric Structure. | Kasper Engelen, Guillermo A. Prez, Marnix Suilen |
| 2025 | ECAI | Pessimistic Iterative Planning with RNNs for Robust POMDPs. | Maris F. L. Galesloot, Marnix Suilen, Thiago D. Simo, Steven Carr, Matthijs T. J. Spaan, Ufuk Topcu, Nils Jansen |
| 2024 | CONCUR | A PSPACE Algorithm for Almost-Sure Rabin Objectives in Multi-Environment MDPs. | Marnix Suilen, Marck van der Vegt, Sebastian Junges |
| 2024 | IJCAI | Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs. | Eline M. Bovy, Marnix Suilen, Sebastian Junges, Nils Jansen |
| 2023 | AAAI | Safe Policy Improvement for POMDPs via Finite-State Controllers. | Thiago D. Simo, Marnix Suilen, Nils Jansen |
| 2023 | IJCAI | More for Less: Safe Policy Improvement with Stronger Performance Guarantees. | Patrick Wienhft, Marnix Suilen, Thiago D. Simo, Clemens Dubslaff, Christel Baier, Nils Jansen |
| 2021 | AAAI | Robust Finite-State Controllers for Uncertain POMDPs. | Murat Cubuktepe, Nils Jansen, Sebastian Junges, Ahmadreza Marandi, Marnix Suilen, Ufuk Topcu |
| 2020 | IJCAI | Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization. | Marnix Suilen, Nils Jansen, Murat Cubuktepe, Ufuk Topcu |