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Ruihao Zhu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ruihao Zhu
7
papers ·
40
citations ·
13
h-index
Shanghai Jiao Tong University · Cornell University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism
2020 · 25 citations
Model-Free Non-Stationary RL: Near-Optimal Regret and Applications in Multi-Agent RL and Inventory Control
2020 · 9 citations
Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism
2019 · 4 citations
Safe Data Collection for Offline and Online Policy Learning
2021 · 2 citations
Rethinking the Design of Reinforcement Learning-Based Deep Research Agents
2025
Top co-authors
David Simchi-Levi
· 2
Wang Chi Cheung
· 2
Branislav Kveton
· 1
David Simchi‐Levi
· 1
Jinsong Liu
· 1
Jiuqi Wang
· 1
Kaiqing Zhang
· 1
Liam Li
· 1
Tamer Ba\c{s}ar
· 1
Weichao Mao
· 1
Yi Wan
· 1
Zheqing Zhu
· 1
Topics
Value-Based
Exploration
Safe RL
cs.AI
Model-Based RL
Multi-Agent
Policy Gradient
Offline RL