Aviral Kumar
Papers
21
Total Citations
1,003
H-Index
8
About
No biography available yet.
Research Focus
Computer science21 · 1,003 citations
Artificial intelligence20 · 993 citations
Reinforcement learning14 · 935 citations
Human–computer interaction5 · 875 citations
Psychology3 · 803 citations
Social psychology3 · 803 citations
Reinforcement3 · 803 citations
Machine learning15 · 169 citations
Robot6 · 90 citations
Variety (cybernetics)4 · 85 citations
Engineering4 · 68 citations
Leverage (statistics)4 · 51 citations
Key Achievements
8
H-Index
21
Papers
1,003
Total Citations
48
Avg Citations/Paper
🏆 Most Cited Paper
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
795 citations · 2020
📈 Most Prolific Year: 2021 (7 Papers)
🤝 Key Collaborators: 78
🏛 Institutions: University of California, Berkeley, Berkeley College
Top Papers
- 1
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- 4Benchmarks for Deep Off-Policy Evaluation25 citations · 2021
- 5
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- 7Conservative Objective Models for Effective Offline Model-Based Optimization10 citations · 2021
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Key Collaborators
SLSergey Levine21 shared papersCFChelsea Finn7 shared papersASAnikait Singh5 shared papersYCYevgen Chebotar5 shared papersXGXinyang Geng4 shared papersGTGeorge Tucker4 shared papersTYTianhe Yu3 shared papersONOfir Nachum3 shared papersQVQuan Vuong3 shared papersKHKarol Hausman3 shared papersJFJustin Fu3 shared papersBTBrandon Trabucco3 shared papersHWHomer Walke2 shared papersYCYutian Chen2 shared papersAIAlex Irpan2 shared papersMYMengjiao Yang2 shared papersJTJonathan T. Yang2 shared papersASAvi Singh2 shared papersRARishabh Agarwal2 shared papersMNMohammad Norouzi2 shared papers
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