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Liangyu Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Liangyu Zhang
9
papers ·
3
citations ·
5
h-index
Jilin University of Finance and Economics
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Theoretical Understandings of Robust Markov Decision Processes: Sample Complexity and Asymptotics
2021 · 3 citations
A Finite Sample Analysis of Distributional TD Learning with Linear Function Approximation
2025
Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning
2023
Statistical Efficiency of Distributional Temporal Difference Learning and Freedman's Inequality in Hilbert Spaces
2024
Federated Reinforcement Learning with Constraint Heterogeneity
2024
Federated Control in Markov Decision Processes
2024
Top co-authors
Zhihua Zhang
· 4
Yang Peng
· 3
Hao Jin
· 1
Hao Jin
· 1
Kaicheng Jin
· 1
Peng Yang
· 1
Wenhao Yang
· 1
Wenhao Yang
· 1
Zhihua Zhang
· 1
Zhihua Zhang
· 1
Topics
Model-Based RL
Value-Based
Safe RL
Policy Gradient
Multi-Agent
Exploration
math.OC
math.PR
stat.ML