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Cong Shen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Cong Shen
31
papers ·
137
citations ·
29
h-index
Institute of Geodesy and Geophysics · University of Chinese Academy of Sciences · University of Virginia
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Most-cited papers
Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets
2023 · 3 citations
Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game
2022 · 2 citations
Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis
2025
A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games
2022
Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
2023
Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources
2023
Advancing RAN Slicing with Offline Reinforcement Learning
2023
Top co-authors
Chengshuai Shi
· 4
Jing Yang
· 4
Donghao Li
· 2
Han Zhong
· 2
Jerry Sydir
· 2
Ruiquan Huang
· 2
Shu-ping Yeh
· 2
Tong Zhang
· 2
Wei Xiong
· 2
Jing Yang
· 1
Kun Yang
· 1
Kun Yang
· 1
Topics
Offline RL
Model-Based RL
Value-Based
Game AI
Multi-Agent
Exploration
Safe RL