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Shaofeng Zou — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Shaofeng Zou
23
papers ·
122
citations ·
15
h-index
Shenyang Institute of Automation · Arizona State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Finite-Sample Analysis for SARSA with Linear Function Approximation
2019 · 65 citations
Policy Gradient Method For Robust Reinforcement Learning
2022 · 10 citations
Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise
2020 · 9 citations
Robust Multi-Agent Reinforcement Learning with State Uncertainty
2023 · 8 citations
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity
2021 · 7 citations
Online Robust Reinforcement Learning with Model Uncertainty
2021 · 6 citations
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis
2021 · 4 citations
Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process
2021 · 3 citations
Robust Average-Reward Markov Decision Processes
2023 · 3 citations
Model-Free Robust Average-Reward Reinforcement Learning
2023 · 3 citations
Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward
2022 · 1 citations
Robust Constrained Reinforcement Learning
2022 · 1 citations
A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems
2022 · 1 citations
Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation
2024 · 1 citations
Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation
2021
Top co-authors
Yue Wang
· 5
Fei Miao
· 4
Yingbin Liang
· 4
Yue Wang
· 4
Tengyu Xu
· 3
Yi Zhou
· 3
Alvaro Velasquez
· 2
Ashley Prater-Bennette
· 2
George Atia
· 2
Sihong He
· 2
Ziyi Chen
· 2
Guanghui Lan
· 1
Topics
Value-Based
Model-Based RL
Policy Gradient
Safe RL
Multi-Agent
Offline RL
Exploration