Sebastian Junges

University of California, Berkeley, Radboud University Nijmegen

Papers

5

Total Citations

101

H-Index

5

About

No biography available yet.

Research Focus

Computer science5 · 101 citations
Probabilistic logic5 · 101 citations
Artificial intelligence5 · 101 citations
Markov process3 · 81 citations
Machine learning3 · 81 citations
Markov decision process3 · 81 citations
Robot3 · 75 citations
Reinforcement learning2 · 68 citations
Theoretical computer science3 · 33 citations
Abstraction2 · 26 citations
Mathematics2 · 26 citations
Markov chain1 · 13 citations

Key Achievements

5
H-Index
5
Papers
101
Total Citations
20
Avg Citations/Paper
🏆 Most Cited Paper
Safe Reinforcement Learning Using Probabilistic Shields
52 citations · 2020
📈 Most Prolific Year: 2020 (2 Papers)
🤝 Key Collaborators: 11
🏛 Institutions: University of California, Berkeley, Radboud University Nijmegen

Top Papers

  1. 1
    Safe Reinforcement Learning Using Probabilistic Shields
    52 citations · 2020
  2. 2
    Safe Reinforcement Learning via Probabilistic Shields
    16 citations · 2018
  3. 3
    Abstraction-Refinement for Hierarchical Probabilistic Models
    13 citations · 2022
  4. 4
    Strategy Synthesis for POMDPs in Robot Planning via Game-Based Abstractions
    13 citations · 2020
  5. 5
    Probabilistic Model Checking for Complex Cognitive Tasks -- A case study in human-robot interaction
    7 citations · 2016

Key Collaborators

NJNils Jansen4 shared papersBKBettina Könighofer2 shared papersRBRoderick Bloem2 shared papersUTUfuk Topcu2 shared papersJKJoost-Pieter Katoen2 shared papersASAlex Serban1 shared papersRWRalf Wimmer1 shared papersLWLeonore Winterer1 shared papersBBBernd Becker1 shared papersMTMatthijs T. J. Spaan1 shared papersAȘAlexandru Șerban1 shared papers
Not generated yet