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Kevin Tan — most-cited papers & profile · Reinforcement Learning
← authors
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Kevin Tan
5
papers ·
1
citations ·
23
h-index
University of Illinois Urbana-Champaign · National Neuroscience Institute
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Most-cited papers
Offline Policy Evaluation and Optimization under Confounding
2022 · 1 citations
Actor-Critics Can Achieve Optimal Sample Efficiency
2025
Learning Mixtures of Markov Chains and MDPs
2022
Leveraging Offline Data in Linear Latent Contextual Bandits
2024
Hybrid Reinforcement Learning Breaks Sample Size Barriers in Linear MDPs
2024
Top co-authors
Ambuj Tewari
· 3
Chinmaya Kausik
· 3
Yuting Wei
· 2
Maggie Makar
· 1
Wei Fan
· 1
Wei Fan
· 1
Yangyi Lu
· 1
Yixin Wang
· 1
Topics
Offline RL
Value-Based
Model-Based RL
Exploration