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Guohua Liu — most-cited papers & profile · Reinforcement Learning
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Guohua Liu
7
papers ·
12
citations
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Semantic Scholar ↗
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Most-cited papers
VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models
2025 · 12 citations
DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning
2026
Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic Search
2026
PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning
2025
Top co-authors
Chuzhan Hao
· 4
Guochao Jiang
· 4
Yuewei Zhang
· 4
Guofeng Quan
· 3
Wenfeng Feng
· 3
Hao Wang
· 2
Jingyi Song
· 1
Penghong Zhao
· 1
Topics
cs.CL
cs.LG
cs.AI
Value-Based
Policy Gradient
Model-Based RL