Papers
9
Total Citations
530
H-Index
9
About
No biography available yet.
Research Focus
Computer science9 · 530 citations
Machine learning8 · 510 citations
Artificial intelligence8 · 462 citations
Mathematics5 · 296 citations
Reinforcement learning5 · 287 citations
Bayesian probability4 · 265 citations
Engineering4 · 245 citations
Control (management)3 · 235 citations
Robot5 · 234 citations
Gaussian process4 · 227 citations
Gaussian4 · 227 citations
Bayesian optimization3 · 217 citations
Key Achievements
9
H-Index
9
Papers
530
Total Citations
59
Avg Citations/Paper
🏆 Most Cited Paper
Virtual vs. real: Trading off simulations and physical experiments in reinforcement learning with Bayesian optimization
111 citations · 2017
📈 Most Prolific Year: 2016 (3 Papers)
🤝 Key Collaborators: 16
🏛 Institutions: Board of the Swiss Federal Institutes of Technology, ETH Zurich, Robert Bosch (Germany)
Top Papers
- 1
- 2
- 3
- 4Safe Exploration in Finite Markov Decision Processes with Gaussian Processes68 citations · 2016
- 5
- 6Safe Exploration in Finite Markov Decision Processes with Gaussian Processes53 citations · 2016
- 7
- 8
- 9
Key Collaborators
AKAndreas Krause6 shared papersAPAngela P. Schoellig3 shared papersAAAbbas Abdolmaleki2 shared papersMNMichael Neunert2 shared papersTLThomas Lampe2 shared papersMTMatteo Turchetta2 shared papersRHRoland Hafner2 shared papersMRMartin Riedmiller2 shared papersNSNoah Siegel2 shared papersNHNicolas Heess2 shared papersJTJost Tobias Springenberg2 shared papersPHPhilipp Hennig1 shared papersSTSebastian Trimpe1 shared papersSMSpencer M. Richards1 shared papersSSStefan Schaal1 shared papersAMAlonso Marco1 shared papers
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