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Xingyu Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xingyu Liu
28
papers ·
47
citations ·
0
h-index
Sichuan Agricultural University · Yangzhou University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Overcoming Overfitting in Reinforcement Learning via Gaussian Process Diffusion Policy
2025 · 1 citations
MagicGUI-RMS: A Multi-Agent Reward Model System for Self-Evolving GUI Agents via Automated Feedback Reflux
2026
MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning
2025
Time-Efficient Mars Exploration of Simultaneous Coverage and Charging with Multiple Drones
2020
Sequential Voting with Relational Box Fields for Active Object Detection
2021
Top co-authors
He Yang
· 2
Yuran Wang
· 2
Bin Wang
· 1
Chao Yan
· 1
Han Zhou
· 1
Hao Zhu
· 1
Jiaming Liu
· 1
Jian Zhao
· 1
Kang Wang
· 1
Lyudmila Mihaylova
· 1
Mingxu Chai
· 1
Qichen Fu
· 1
Topics
Model-Based RL
Exploration
Policy Gradient
Multi-Agent
Value-Based
Safe RL
cs.AI
RLHF & Alignment