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Huaping Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Huaping Liu
45
papers ·
80
citations ·
0
h-index
Oregon State University · Huazhong University of Science and Technology · Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance
2019 · 9 citations
Towards Task-Oriented Flying: Framework, Infrastructure, and Principles
2025 · 2 citations
Fault-Aware Robust Control via Adversarial Reinforcement Learning
2020 · 2 citations
Task Transfer by Preference-Based Cost Learning
2018 · 1 citations
Ratio-Variance Regularized Policy Optimization
2026
Towards Robust Deep Reinforcement Learning against Environmental State Perturbation
2025
Trajectory Entropy Reinforcement Learning for Predictable and Robust Control
2025
Maximum Total Correlation Reinforcement Learning
2025
Multimodal Information Bottleneck for Deep Reinforcement Learning with Multiple Sensors
2024
Top co-authors
Fuchun Sun
· 4
Chao Yang
· 2
Chenxu Wang
· 2
Di Guo
· 2
Wenbing Huang
· 2
Xiaojian Ma
· 2
Yu Luo
· 2
Bin Fang
· 1
Dong Li
· 1
Fan Yang
· 1
Hao Wang
· 1
Jan Peters
· 1
Topics
Model-Based RL
Policy Gradient
Safe RL
Exploration
Value-Based
Meta-RL
Offline RL
cs.LG
cs.AI
RLHF & Alignment