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Weitong Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Weitong Zhang
19
papers ·
65
citations ·
15
h-index
University of North Carolina at Chapel Hill · Ministry of Education · Donghua University · Shanghai Jiao Tong University · Chemical Synthesis Lab
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Most-cited papers
A Finite Time Analysis of Two Time-Scale Actor Critic Methods
2020 · 37 citations
Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation
2021 · 6 citations
Provably Efficient Representation Selection in Low-rank Markov Decision Processes: From Online to Offline RL
2021 · 4 citations
Moment Matching Q-Learning
2026
Provably Efficient Offline-to-Online Value Adaptation with General Function Approximation
2026
Provable and Practical In-Context Policy Optimization for Self-Improvement
2026
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs
2023
Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs
2023
Achieving Constant Regret in Linear Markov Decision Processes
2024
Uncertainty-Aware Reward-Free Exploration with General Function Approximation
2024
Top co-authors
Quanquan Gu
· 7
Dongruo Zhou
· 3
Jiafan He
· 3
Junkai Zhang
· 2
Amy Zhang
· 1
Chetan Bansal
· 1
Huaxiu Yao
· 1
Kaixuan Ji
· 1
Qingyue Zhao
· 1
Shangzhe Li
· 1
Sifei Liu
· 1
Xuchao Zhang
· 1
Topics
Model-Based RL
Exploration
cs.LG
Policy Gradient
cs.AI
Offline RL
Value-Based