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Sebastian Junges — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sebastian Junges
8
papers ·
36
citations ·
23
h-index
Radboud University Nijmegen · Radboud University Medical Center · Radboud Institute for Molecular Life Sciences
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Most-cited papers
Safe Reinforcement Learning via Probabilistic Shields
2018 · 16 citations
COOL-MC: A Comprehensive Tool for Reinforcement Learning and Model Checking
2022 · 16 citations
Safe Reinforcement Learning via Shielding under Partial Observability
2022 · 3 citations
Factored Online Planning in Many-Agent POMDPs
2023 · 1 citations
Constrained and Robust Policy Synthesis with Satisfiability-Modulo-Probabilistic-Model-Checking
2025
Tighter Value-Function Approximations for POMDPs
2025
Strategy Synthesis in POMDPs via Game-Based Abstractions
2017
Robust Finite-State Controllers for Uncertain POMDPs
2020
Top co-authors
Nils Jansen
· 7
Ufuk Topcu
· 3
Ahmadreza Marandi
· 1
Alexandru C. Serban
· 1
and Bernd Becker
· 1
Bettina K\"onighofer
· 1
Dennis Gross
· 1
Filip Mac\'ak
· 1
Guillermo A. Perez
· 1
Joost-Pieter Katoen
· 1
Leonore Winterer
· 1
Linus Heck
· 1
Topics
Safe RL
Model-Based RL
Value-Based
Exploration
Multi-Agent
Policy Gradient
Game AI