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Guiliang Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Guiliang Liu
10
papers ·
14
citations ·
27
h-index
Chinese University of Hong Kong, Shenzhen · Sichuan Academy of Agricultural Sciences
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Most-cited papers
Learning Soft Constraints From Constrained Expert Demonstrations
2022 · 4 citations
An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient
2023 · 3 citations
Benchmarking Constraint Inference in Inverse Reinforcement Learning
2022 · 2 citations
Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees
2018
Confidence Aware Inverse Constrained Reinforcement Learning
2024
Provably Efficient Exploration in Inverse Constrained Reinforcement Learning
2024
Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare
2024
Top co-authors
Pascal Poupart
· 4
Kasra Rezaee
· 3
Yudong Luo
· 2
Ashish Gaurav
· 1
Bo Yue
· 1
Gaurav Ashish
· 1
Jian Li
· 1
Mohammed Elmahgiubi
· 1
Nan Fang
· 1
Oliver Schulte
· 1
Qingcan Li
· 1
Sriram Ganapathi Subramanian
· 1
Topics
Safe RL
Model-Based RL
Offline RL
Exploration
Value-Based
Policy Gradient