Papers
8
Total Citations
144
H-Index
6
About
No biography available yet.
Research Focus
Computer science8 · 144 citations
Artificial intelligence7 · 138 citations
Probabilistic logic4 · 88 citations
Robot5 · 86 citations
Markov process3 · 81 citations
Markov decision process3 · 81 citations
Machine learning3 · 81 citations
Reinforcement learning3 · 73 citations
Theoretical computer science2 · 20 citations
Mathematical optimization2 · 19 citations
Observable2 · 19 citations
Mathematics2 · 19 citations
Key Achievements
6
H-Index
8
Papers
144
Total Citations
18
Avg Citations/Paper
🏆 Most Cited Paper
Safe Reinforcement Learning Using Probabilistic Shields
52 citations · 2020
📈 Most Prolific Year: 2020 (2 Papers)
🤝 Key Collaborators: 34
🏛 Institutions: Radboud University Nijmegen, The University of Texas at Austin
Top Papers
- 1Safe Reinforcement Learning Using Probabilistic Shields52 citations · 2020
- 2
- 3Safe Reinforcement Learning via Probabilistic Shields16 citations · 2018
- 4Strategy Synthesis for POMDPs in Robot Planning via Game-Based Abstractions13 citations · 2020
- 5
- 6Safe Policies for Factored Partially Observable Stochastic Games6 citations · 2021
- 7Formalizing and guaranteeing human-robot interaction6 citations · 2021
- 8
Key Collaborators
SJSebastian Junges4 shared papersUTUfuk Topcu3 shared papersRBRoderick Bloem2 shared papersBKBettina Könighofer2 shared papersJKJoost-Pieter Katoen2 shared papersLDLaurel D. Riek1 shared papersSCSteven Carr1 shared papersBBBernd Becker1 shared papersDKDavid Kerkkamp1 shared papersYZYingqian Zhang1 shared papersRARoss A. Knepper1 shared papersJLJamy Li1 shared papersKEKerstin Eder1 shared papersHAHenny Admoni1 shared papersMTMatthijs T. J. Spaan1 shared papersRWRalf Wimmer1 shared papersJKJan Křetínský1 shared papersSVSimone Vuotto1 shared papersZBZaharah Bukhsh1 shared papersSBSuda Bharadwaj1 shared papers
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