Papers
5
Total Citations
193
H-Index
5
About
No biography available yet.
Research Focus
Computer science5 · 193 citations
Artificial intelligence5 · 193 citations
Reinforcement learning4 · 185 citations
Algorithm3 · 166 citations
Machine learning3 · 163 citations
Mathematics3 · 121 citations
Mathematical optimization2 · 102 citations
Sample complexity2 · 99 citations
State (computer science)2 · 86 citations
Probabilistic logic1 · 80 citations
Feature (linguistics)1 · 80 citations
Benchmark (surveying)1 · 80 citations
Key Achievements
5
H-Index
5
Papers
193
Total Citations
39
Avg Citations/Paper
🏆 Most Cited Paper
The adaptive <i>k</i> -meteorologists problem and its application to structure learning and feature selection in reinforcement learning
80 citations · 2009
📈 Most Prolific Year: 2009 (2 Papers)
🤝 Key Collaborators: 10
🏛 Institutions: Rutgers, The State University of New Jersey, Massachusetts Institute of Technology, Rutgers Sexual and Reproductive Health and Rights
Top Papers
- 1
- 2Efficient reinforcement learning with relocatable action models64 citations · 2007
- 3CORL: A Continuous-state Offset-dynamics Reinforcement Learner22 citations · 2012
- 4Provably Efficient Learning with Typed Parametric Models19 citations · 2009
- 5Efficient Exploration With Latent Structure8 citations · 2005
Key Collaborators
MLMichael L. Littman4 shared papersEBEmma Brunskill2 shared papersLLLihong Li2 shared papersNRNicholas Roy1 shared papersTJThomas J. Walsh1 shared papersCDCarlos Diuk1 shared papersLLLihong Li1 shared papersTETimothy Edmunds1 shared papersNRNicholas Roy1 shared papersALAlexander L. Strehl1 shared papers
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