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Ning Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ning Liu
44
papers ·
668
citations ·
0
h-index
National University of Defense Technology · Midea Group (China)
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning
2017 · 282 citations
SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents
2025 · 10 citations
Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data
2018 · 9 citations
Learn to Navigate Maplessly with Varied LiDAR Configurations: A Support Point-Based Approach
2020
IPAPRec: A promising tool for learning high-performance mapless navigation skills with deep reinforcement learning
2021
Top co-authors
Jian Tang
· 3
Wei Zhang
· 2
Yanzhi Wang
· 2
Zhiyuan Xu
· 2
Junyu Lu
· 1
Kevin Zhang
· 1
Qiang Zhou
· 1
Shanghang Zhang
· 1
Shijie Zhang
· 1
Siyu Lin
· 1
Xiaowei Chi
· 1
Yiming Zhao
· 1
Topics
Model-Based RL
Value-Based
Exploration
Multi-Agent
RLHF & Alignment
Meta-RL
Policy Gradient
Safe RL