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Pengrui Lu — most-cited papers & profile · Reinforcement Learning
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Pengrui Lu
6
papers ·
1
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments
2025 · 1 citations
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks
2026
Top co-authors
Lyumanshan Ye
· 2
Pengfei Liu
· 2
Baohua Dong
· 1
Chao Ma
· 1
Dayuan Fu
· 1
Gang Yu
· 1
Hangcheng Zhu
· 1
JiHuai Zhu
· 1
Ruohui Huang
· 1
Tianze Xu
· 1
Xiangkun Hu
· 1
Xiaojie Cai
· 1
Topics
Model-Based RL
Multi-Agent
Exploration
cs.CL
cs.AI