Marnix Suilen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Decision Making Under Uncertainty

Markov Decision Process

Point Based Value Iteration

Convex Optimization

Top Venues

Int. J. Softw. Tools Technol. Transf.

Publications

Eline M. Bovy, Marnix Suilen, Sebastian Junges, Nils Jansen
Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs. CoRR (2024)
Marnix Suilen, Marck van der Vegt, Sebastian Junges
A PSPACE Algorithm for Almost-Sure Rabin Objectives in Multi-Environment MDPs. CONCUR (2024)
Marnix Suilen, Marck van der Vegt, Sebastian Junges
A PSPACE Algorithm for Almost-Sure Rabin Objectives in Multi-Environment MDPs. CoRR (2024)
Thiago D. Simão, Marnix Suilen, Nils Jansen
Safe Policy Improvement for POMDPs via Finite-State Controllers. AAAI (2023)
Thom S. Badings, Thiago D. Simão, Marnix Suilen, Nils Jansen
Decision-Making Under Uncertainty: Beyond Probabilities. CoRR (2023)
Thom S. Badings, Thiago D. Simão, Marnix Suilen, Nils Jansen
Decision-making under uncertainty: beyond probabilities. Int. J. Softw. Tools Technol. Transf. 25 (3) (2023)
Patrick Wienhöft, Marnix Suilen, Thiago D. Simão, Clemens Dubslaff, Christel Baier, Nils Jansen
More for Less: Safe Policy Improvement With Stronger Performance Guarantees. CoRR (2023)
Patrick Wienhöft, Marnix Suilen, Thiago D. Simão, Clemens Dubslaff, Christel Baier, Nils Jansen
More for Less: Safe Policy Improvement with Stronger Performance Guarantees. IJCAI (2023)
Thiago D. Simão, Marnix Suilen, Nils Jansen
Safe Policy Improvement for POMDPs via Finite-State Controllers. CoRR (2023)
Marnix Suilen, Thiago D. Simão, David Parker, Nils Jansen
Robust Anytime Learning of Markov Decision Processes. NeurIPS (2022)
Marnix Suilen, Thiago D. Simão, Nils Jansen, David Parker
Robust Anytime Learning of Markov Decision Processes. CoRR (2022)
Thom S. Badings, Arnd Hartmanns, Nils Jansen, Marnix Suilen
Balancing Wind and Batteries: Towards Predictive Verification of Smart Grids. CoRR (2021)
Murat Cubuktepe, Nils Jansen, Sebastian Junges, Ahmadreza Marandi, Marnix Suilen, Ufuk Topcu
Robust Finite-State Controllers for Uncertain POMDPs. AAAI (2021)
Thom S. Badings, Arnd Hartmanns, Nils Jansen, Marnix Suilen
Balancing Wind and Batteries: Towards Predictive Verification of Smart Grids. NFM (2021)
Marnix Suilen, Nils Jansen, Murat Cubuktepe, Ufuk Topcu
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization CoRR (2020)
Marnix Suilen, Nils Jansen, Murat Cubuktepe, Ufuk Topcu
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization. IJCAI (2020)
Murat Cubuktepe, Nils Jansen, Sebastian Junges, Ahmadreza Marandi, Marnix Suilen, Ufuk Topcu
Robust Finite-State Controllers for Uncertain POMDPs. CoRR (2020)