Papers
5
Total Citations
203
H-Index
5
About
No biography available yet.
Research Focus
Computer science5 · 203 citations
Artificial intelligence5 · 203 citations
Machine learning4 · 169 citations
Bayesian optimization3 · 131 citations
Process (computing)2 · 122 citations
Control (management)2 · 122 citations
Bayesian probability2 · 120 citations
Entropy (arrow of time)1 · 111 citations
Reinforcement learning1 · 111 citations
Principle of maximum entropy1 · 111 citations
Mathematics3 · 81 citations
Algorithm2 · 72 citations
Key Achievements
5
H-Index
5
Papers
203
Total Citations
41
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: 2014 (2 Papers)
🤝 Key Collaborators: 12
🏛 Institutions: Max Planck Institute for Intelligent Systems, Max Planck Society, Cavendish Hospital
Top Papers
- 1
- 2Incremental Local Gaussian Regression38 citations · 2014
- 3
- 4Learning tracking control with forward models11 citations · 2012
- 5Efficient Bayesian local model learning for control9 citations · 2014
Key Collaborators
SSStefan Schaal3 shared papersFMFranziska Meier2 shared papersAPAngela P. Schoellig1 shared papersJPJan Peters1 shared papersAKAndreas Krause1 shared papersBBBotond Bócsi1 shared papersUOUwe Oelfke1 shared papersSTSebastian Trimpe1 shared papersAMAlonso Marco1 shared papersLCLehel Csató1 shared papersFBFelix Berkenkamp1 shared papersMBMark Bangert1 shared papers
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