Marnix Suilen postdoc researcher FWO

Publications Marnix Suilen

On the complexity of robust Markov decision processes and bisimulation metrics

Source
LIPIcs : Leibniz International Proceedings in Informatics-391 (2026) p.
Author(s)

A research agenda for active automata learning

Source
International journal on software tools for technology transfer - ISSN 1433-2779- (2026) p.
Author(s)
    Sophie Fortz, Fatemeh Ghassemi, Leo Henry, Falk Howar, Thomas Neele, Jurriaan Rot, Marnix Suilen

Pessimistic iterative planning with RNNs for robust POMDPs

Source
28th European Conference on Artificial Intelligence-ECAI-Biennial, OCT 25-30, 2025, University of Bologna, University of Bologna, Bologna, Italy-413 (2025) p. 4823-4831
Author(s)
    Maris F.L. Galesloot, Marnix Suilen, Thiago D. Simao, Steven Carr, Matthijs T.J. Spaan, Ufuk Topcu, Nils Jansen

Data-efficient safe policy improvement using parametric structure

Source
ECAI 2025 : 28th European Conference on Artificial Intelligence, October 25-30, 2025, Bologna, Italy-413 (2025) p. 4832-4839
Author(s)