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Weiqing Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Weiqing Liu
7
papers ·
67
citations ·
26
h-index
Xidian University · Quantum Devices (United States) · Jiangxi University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
2022 · 16 citations
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
2024 · 1 citations
Agent^2 RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training?
2026
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems
2023
Top co-authors
Bowen Xian
· 1
Dongsheng Li
· 1
Fang Kong
· 1
Fateme Sheikholeslami
· 1
Jaeyoung Do
· 1
Jiang Bian
· 1
Jiang Bian
· 1
Jiang Bian
· 1
Jianming Pan
· 1
Kan Ren
· 1
Lewen Wang
· 1
Minghuan Liu
· 1
Topics
Offline RL
Policy Gradient
Safe RL
Model-Based RL
RLHF & Alignment
Meta-RL
Exploration
math.OC
Value-Based