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Pengfei Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Pengfei Liu
64
papers ·
232
citations ·
13
h-index
East China University of Science and Technology
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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
LightningRL: Breaking the Accuracy-Parallelism Trade-off of Block-wise dLLMs via Reinforcement Learning
2026
ASI-Evolve: AI Accelerates AI
2026
One Sample to Rule Them All: Extreme Data Efficiency in Multidiscipline Reasoning with Reinforcement Learning
2026
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
2025
OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling
2025
Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme
2025
Top co-authors
Lyumanshan Ye
· 3
Pengrui Lu
· 2
Xuefeng Li
· 2
Aoyan Li
· 1
Baoquan Zhong
· 1
Bo Li
· 1
Bo Zheng
· 1
Bo Zhou
· 1
Chao Ma
· 1
Chen Dun
· 1
Chengquan Jiang
· 1
Chen Li
· 1
Topics
Model-Based RL
Value-Based
Multi-Agent
Exploration
cs.CL
cs.AI
cs.LG
RLHF & Alignment
Game AI