Papers
10
Total Citations
270
H-Index
8
About
No biography available yet.
Research Focus
Computer science10 · 270 citations
Artificial intelligence9 · 268 citations
Reinforcement learning8 · 259 citations
Machine learning8 · 257 citations
Mathematics5 · 227 citations
Preference3 · 187 citations
Ranking (information retrieval)3 · 187 citations
Preference learning3 · 187 citations
Robot5 · 132 citations
Rank (graph theory)3 · 123 citations
Robotics3 · 119 citations
Active learning (machine learning)2 · 104 citations
Key Achievements
8
H-Index
10
Papers
270
Total Citations
27
Avg Citations/Paper
🏆 Most Cited Paper
APRIL: Active Preference Learning-Based Reinforcement Learning
94 citations · 2012
📈 Most Prolific Year: 2012 (2 Papers)
🤝 Key Collaborators: 10
🏛 Institutions: Université Paris-Sud, Institut national de recherche en sciences et technologies du numérique, Technische Universität Darmstadt, Laboratoire de Recherche en Informatique, Fraunhofer Institute for Mechatronic Systems Design
Top Papers
- 1APRIL: Active Preference Learning-Based Reinforcement Learning94 citations · 2012
- 2Preference-Based Policy Learning83 citations · 2011
- 3Regularizing Reinforcement Learning with State Abstraction21 citations · 2018
- 4
- 5
- 6Layered direct policy search for learning hierarchical skills11 citations · 2017
- 7APRIL: Active Preference-learning based Reinforcement Learning10 citations · 2012
- 8Interactive Robot Education9 citations · 2013
- 9Empowered skills4 citations · 2017
- 10Learning Replanning Policies With Direct Policy Search2 citations · 2019
Key Collaborators
JPJan Peters6 shared papersGNGerhard Neumann5 shared papersMSMichèle Sébag4 shared papersMSMarc Schoenauer4 shared papersFVFilipe Veiga2 shared papersTOTakayuki Osa1 shared papersAGAlexander Gabriel1 shared papersFBFlorian Brandherm1 shared papersRPRobert Pinsler1 shared papersFEFelix End1 shared papers
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