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Wenhao Huang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Wenhao Huang
48
papers ·
145
citations ·
9
h-index
Southern University of Science and Technology · Shenzhen Second People's Hospital
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction
2024 · 1 citations
RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization
2025
Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPO
2026
Learn Hard Problems During RL with Reference Guided Fine-tuning
2026
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
2025
VideoScore2: Think before You Score in Generative Video Evaluation
2025
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
2025
First Return, Entropy-Eliciting Explore
2025
Top co-authors
Ge Zhang
· 6
Xin Zhou
· 3
Chenghua Lin
· 2
Jiashuo Liu
· 2
Qian Liu
· 2
Qingshui Gu
· 2
Shuyue Guo
· 2
Tianshun Xing
· 2
Tianyu Zheng
· 2
Wangchunshu Zhou
· 2
Xingwei Qu
· 2
Xipeng Qiu
· 2
Topics
Model-Based RL
cs.AI
cs.CL
Value-Based
Exploration
RLHF & Alignment
cs.LG
Multi-Agent
Game AI
cs.CV