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Haoyi Niu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Haoyi Niu
9
papers ·
27
citations ·
16
h-index
Shanghai Jiao Tong University · Nanjing Children's Hospital · Shanghai Ninth People's Hospital · Nanjing Medical University
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Most-cited papers
DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning
2021 · 14 citations
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
2022 · 7 citations
A Versatile and Efficient Reinforcement Learning Framework for Autonomous Driving
2021 · 4 citations
(Re)$^2$H2O: Autonomous Driving Scenario Generation via Reversely Regularized Hybrid Offline-and-Online Reinforcement Learning
2023 · 2 citations
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps
2023
Top co-authors
Jianming Hu
· 4
Guyue Zhou
· 3
Xianyuan Zhan
· 3
Bingqi Liu
· 1
Desheng Zhu
· 1
Guan Wang
· 1
Haocheng Zhao
· 1
Jianming Hu
· 1
Jianying Zheng
· 1
Kun Ren
· 1
Lei Zhang
· 1
Ming Li
· 1
Topics
Offline RL
Model-Based RL
Safe RL
Exploration
Policy Gradient
Value-Based