Papers
15
Total Citations
8,457
H-Index
11
About
No biography available yet.
Research Focus
Computer science15 · 8,457 citations
Mathematics12 · 8,433 citations
Artificial intelligence13 · 8,432 citations
Artificial neural network6 · 5,219 citations
Mathematical optimization4 · 5,055 citations
Nonlinear system4 · 4,922 citations
Reinforcement learning4 · 4,906 citations
Statistics4 · 4,546 citations
Machine learning8 · 3,387 citations
Deep neural networks1 · 3,141 citations
Optimization algorithm1 · 3,141 citations
Hyperparameter1 · 3,141 citations
Key Achievements
11
H-Index
15
Papers
8,457
Total Citations
564
Avg Citations/Paper
🏆 Most Cited Paper
Trust Region Policy Optimization
3,141 citations · 2015
📈 Most Prolific Year: 1993 (3 Papers)
🤝 Key Collaborators: 22
🏛 Institutions: University of California, Berkeley, Massachusetts Institute of Technology, Institute of Cognitive and Brain Sciences
Top Papers
- 1Trust Region Policy Optimization3,141 citations · 2015
- 2Hierarchical Mixtures of Experts and the EM Algorithm2,632 citations · 1994
- 3High-Dimensional Continuous Control Using Generalized Advantage Estimation1,750 citations · 2015
- 4Semiparametric Latent Factor Models202 citations · 2005
- 5Supervised learning and systems with excess degrees of freedom181 citations · 1988
- 6Learning piecewise control strategies in a modular neural network architecture176 citations · 1993
- 7Hierarchical mixtures of experts and the EM algorithm154 citations · 2005
- 8A competitive modular connectionist architecture140 citations · 1990
- 9Learning Fine Motion by Markov Mixtures of Experts29 citations · 1995
- 10
Key Collaborators
RARobert A. Jacobs6 shared papersPMPhilipp Moritz2 shared papersJSJohn Schulman2 shared papersSLSergey Levine2 shared papersPAPieter Abbeel2 shared papersJLJordan Lekeufack1 shared papersABAndrea Bajcsy1 shared papersJZJiahao Zheng1 shared papersMMMarina Meilă1 shared papersZWZhaoran Wang1 shared papersYWYee Whye Teh1 shared papersMSMatthias Seeger1 shared papersJMJitendra Malik1 shared papersZLZechu Li1 shared papersANAnastasios N. Angelopoulos1 shared papersNSNiladri S. Chatterji1 shared papersJGJian Guo1 shared papersXLXiaoyang Liu1 shared papersAWAnwar Walid1 shared papersZYZhuoran Yang1 shared papers
Not generated yet