Niklas Kochdumper

Stony Brook University

Papers

4

Total Citations

74

H-Index

3

About

No biography available yet.

Research Focus

Mathematics4 · 74 citations
Artificial intelligence4 · 74 citations
Computer science4 · 74 citations
Reachability3 · 67 citations
Algorithm3 · 67 citations
Mathematical optimization2 · 65 citations
Noise (video)2 · 41 citations
Nonlinear system2 · 41 citations
Process (computing)2 · 41 citations
Control theory (sociology)2 · 38 citations
Control engineering2 · 38 citations
Control (management)2 · 38 citations

Key Achievements

3
H-Index
4
Papers
74
Total Citations
19
Avg Citations/Paper
🏆 Most Cited Paper
Provably Safe Reinforcement Learning via Action Projection Using Reachability Analysis and Polynomial Zonotopes
34 citations · 2023
📈 Most Prolific Year: 2022 (2 Papers)
🤝 Key Collaborators: 7
🏛 Institutions: Stony Brook University

Top Papers

  1. 1
    Provably Safe Reinforcement Learning via Action Projection Using Reachability Analysis and Polynomial Zonotopes
    34 citations · 2023
  2. 2
    Formal Safety Net Control Using Backward Reachability Analysis
    31 citations · 2021
  3. 3
    Conformant Synthesis for Koopman Operator Linearized Control Systems
    7 citations · 2022
  4. 4
    Provably Safe Reinforcement Learning via Action Projection using Reachability Analysis and Polynomial Zonotopes
    2 citations · 2022

Key Collaborators

SBStanley Bak3 shared papersMAMatthias Althoff3 shared papersHKHanna Krasowski2 shared papersXWXiao Wang1 shared papersBSBastian Schürmann1 shared papersXWXiao Wang1 shared papersMKMoritz Klischat1 shared papers
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