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Lingzhou Xue — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Lingzhou Xue
13
papers ·
1
citations ·
21
h-index
Florida State University · Pennsylvania State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Preference-Based Self-Distillation: Beyond KL Matching via Reward Regularization
2026
Gap-Dependent Bounds for Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation
2026
Q-Learning with Fine-Grained Gap-Dependent Regret
2025
Regret-Optimal Q-Learning with Low Cost for Single-Agent and Federated Reinforcement Learning
2025
Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost
2024
Federated Q-Learning: Linear Regret Speedup with Low Communication Cost
2023
Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition
2024
Top co-authors
Haochen Zhang
· 4
Zhong Zheng
· 3
Fengyu Gao
· 1
Haochen Zhang
· 1
Jing Yang
· 1
Liuchen Liao
· 1
Qinzhen Guo
· 1
Xin Yu
· 1
Yingchen Yu
· 1
Yiwen Zhang
· 1
Zhong Zheng
· 1
Zhong Zheng
· 1
Topics
Value-Based
Multi-Agent
Exploration
RLHF & Alignment
Policy Gradient
Meta-RL
Model-Based RL