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Mingyuan Zhou — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mingyuan Zhou
33
papers ·
285
citations ·
37
h-index
Anhui Agricultural University · North China Electric Power University · The University of Texas at Austin
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning
2022 · 33 citations
Implicit Distributional Reinforcement Learning
2020 · 5 citations
Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation
2019 · 3 citations
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning
2022 · 2 citations
A Unified Framework for Alternating Offline Model Training and Policy Learning
2022 · 2 citations
Discrete Action On-Policy Learning with Action-Value Critic
2020 · 1 citations
A Behavior Regularized Implicit Policy for Offline Reinforcement Learning
2022 · 1 citations
Diffusion Policies creating a Trust Region for Offline Reinforcement Learning
2024 · 1 citations
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
2025
Top co-authors
Zhendong Wang
· 4
Shentao Yang
· 3
Yihao Feng
· 3
Shujian Zhang
· 2
Yuguang Yue
· 2
Huangjie Zheng
· 1
Huan Zhang
· 1
Jingyan Shen
· 1
Jonathan J Hunt
· 1
Mingzhang Yin
· 1
Tianyu Chen
· 1
Tianyu Chen
· 1
Topics
Policy Gradient
Offline RL
Model-Based RL
Value-Based
Exploration
RLHF & Alignment