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Mingkai Deng — most-cited papers & profile · Reinforcement Learning
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Mingkai Deng
4
papers ·
147
citations ·
3
h-index
Google Scholar ↗
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Most-cited papers
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
2022 · 146 citations
Efficient Agentic Reasoning Through Self-Regulated Simulative Planning
2026
Top co-authors
Cheng-Ping Hsieh
· 1
Eric P. Xing
· 1
Eric P. Xing
· 1
Han Guo
· 1
Jianyu Wang
· 1
Jinyu Hou
· 1
Lara S\'a Neves
· 1
Meng Song
· 1
Taylor W. Killian
· 1
Tianmin Shu
· 1
Varad Pimpalkhute
· 1
Yihan Wang
· 1
Topics
RLHF & Alignment
Meta-RL
Multi-Agent
Model-Based RL
Policy Gradient