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Qian Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Qian Liu
42
papers ·
635
citations ·
17
h-index
Chongqing University of Posts and Telecommunications · Southwest Jiaotong University · Beihang University
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Most-cited papers
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild
2025 · 471 citations
Trust Region Masking for Long-Horizon LLM Reinforcement Learning
2025
The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL
2026
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
2025
History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL
2025
Top co-authors
Baoxiang Wang
· 1
Baoxiang Wang
· 1
Chenghua Lin
· 1
Dong Du
· 1
Erhu Feng
· 1
Ge Zhang
· 1
Ge Zhang
· 1
Haibo Chen
· 1
Jiacai Liu
· 1
Jiacai Liu
· 1
Jian Yang
· 1
Jiawei Xu
· 1
Topics
RLHF & Alignment
cs.LG
cs.AI
Value-Based
Policy Gradient
Model-Based RL
cs.CL
cs.IT
math.IT
stat.ML