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Marnix Suilen — most-cited papers & profile · Reinforcement Learning
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overview
Marnix Suilen
5
papers ·
23
citations ·
5
h-index
University of Antwerp
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Safe Policy Improvement for POMDPs via Finite-State Controllers
2023 · 10 citations
Robust Markov Decision Processes: A Place Where AI and Formal Methods Meet
2024 · 6 citations
More for Less: Safe Policy Improvement With Stronger Performance Guarantees
2023 · 5 citations
Robust Anytime Learning of Markov Decision Processes
2022 · 2 citations
Robust Finite-State Controllers for Uncertain POMDPs
2020
Top co-authors
Nils Jansen
· 5
Thiago D. Sim\~ao
· 3
Ahmadreza Marandi
· 1
Christel Baier
· 1
Clemens Dubslaff
· 1
David Parker
· 1
David Parker
· 1
Eline M. Bovy
· 1
Murat Cubuktepe
· 1
Patrick Wienh\"oft
· 1
Sebastian Junges
· 1
Thom Badings
· 1
Topics
Model-Based RL
Safe RL
Offline RL
Multi-Agent
Value-Based