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ORCIDMarnix Suilen
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- affiliation: Radboud University, Department of Software Science, The Netherlands
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Journal Articles
- 2023
[j1]Thom S. Badings, Thiago D. Simão, Marnix Suilen, Nils Jansen
:
Decision-making under uncertainty: beyond probabilities. Int. J. Softw. Tools Technol. Transf. 25(3): 375-391 (2023)
Conference and Workshop Papers
- 2024
- [c8]Marnix Suilen, Marck van der Vegt, Sebastian Junges:
A PSPACE Algorithm for Almost-Sure Rabin Objectives in Multi-Environment MDPs. CONCUR 2024: 40:1-40:17 - [c7]Eline M. Bovy, Marnix Suilen, Sebastian Junges, Nils Jansen:
Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs. IJCAI 2024: 6697-6706 - 2023
- [c6]Thiago D. Simão, Marnix Suilen, Nils Jansen:
Safe Policy Improvement for POMDPs via Finite-State Controllers. AAAI 2023: 15109-15117 - [c5]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: 4406-4415 - 2022
- [c4]Marnix Suilen, Thiago D. Simão, David Parker, Nils Jansen:
Robust Anytime Learning of Markov Decision Processes. NeurIPS 2022 - 2021
- [c3]Murat Cubuktepe, Nils Jansen, Sebastian Junges, Ahmadreza Marandi, Marnix Suilen, Ufuk Topcu:
Robust Finite-State Controllers for Uncertain POMDPs. AAAI 2021: 11792-11800 - [c2]Thom S. Badings, Arnd Hartmanns, Nils Jansen, Marnix Suilen:
Balancing Wind and Batteries: Towards Predictive Verification of Smart Grids. NFM 2021: 1-18 - 2020
- [c1]Marnix Suilen, Nils Jansen, Murat Cubuktepe, Ufuk Topcu:
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization. IJCAI 2020: 4113-4120
Informal and Other Publications
- 2024
- [i10]Eline M. Bovy, Marnix Suilen, Sebastian Junges, Nils Jansen:
Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs. CoRR abs/2405.04941 (2024) - [i9]Marnix Suilen, Marck van der Vegt, Sebastian Junges:
A PSPACE Algorithm for Almost-Sure Rabin Objectives in Multi-Environment MDPs. CoRR abs/2407.07006 (2024) - [i8]Maris F. L. Galesloot, Marnix Suilen, Thiago D. Simão, Steven Carr, Matthijs T. J. Spaan, Ufuk Topcu, Nils Jansen:
Pessimistic Iterative Planning for Robust POMDPs. CoRR abs/2408.08770 (2024) - 2023
- [i7]Thiago D. Simão, Marnix Suilen, Nils Jansen:
Safe Policy Improvement for POMDPs via Finite-State Controllers. CoRR abs/2301.04939 (2023) - [i6]Thom S. Badings, Thiago D. Simão, Marnix Suilen, Nils Jansen:
Decision-Making Under Uncertainty: Beyond Probabilities. CoRR abs/2303.05848 (2023) - [i5]Patrick Wienhöft, Marnix Suilen, Thiago D. Simão, Clemens Dubslaff, Christel Baier, Nils Jansen:
More for Less: Safe Policy Improvement With Stronger Performance Guarantees. CoRR abs/2305.07958 (2023) - 2022
- [i4]Marnix Suilen, Thiago D. Simão, Nils Jansen, David Parker:
Robust Anytime Learning of Markov Decision Processes. CoRR abs/2205.15827 (2022) - 2021
- [i3]Thom S. Badings, Arnd Hartmanns, Nils Jansen, Marnix Suilen:
Balancing Wind and Batteries: Towards Predictive Verification of Smart Grids. CoRR abs/2101.12496 (2021) - 2020
- [i2]Marnix Suilen, Nils Jansen, Murat Cubuktepe, Ufuk Topcu:
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization. CoRR abs/2001.08174 (2020) - [i1]Murat Cubuktepe, Nils Jansen, Sebastian Junges, Ahmadreza Marandi, Marnix Suilen, Ufuk Topcu:
Robust Finite-State Controllers for Uncertain POMDPs. CoRR abs/2009.11459 (2020)
Coauthor Index
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