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Zhiming Ma — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Zhiming Ma
10
papers ·
38
citations ·
18
h-index
Shenyang Ligong University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Robust Reinforcement Learning with Wasserstein Constraint
2020 · 11 citations
DGRO: Enhancing LLM Reasoning via Exploration-Exploitation Control and Reward Variance Management
2025
Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning
2025
Reveal the Mystery of DPO: The Connection between DPO and RL Algorithms
2025
Top co-authors
Xuerui Su
· 3
Yue Wang
· 3
Yuting Liu
· 3
Zun Wang
· 2
Dawei Yin
· 1
Feng Xu
· 1
Guoqing Liu
· 1
Jinhua Zhu
· 1
Liang Pang
· 1
Linfang Hou
· 1
Liya Guo
· 1
Mingyang Yi
· 1
Topics
Policy Gradient
RLHF & Alignment
Safe RL
Value-Based
Exploration
Model-Based RL