Yingbai Hu

Yingbai Hu

Technische Universität München

H-index: 21

Europe-Germany

About Yingbai Hu

Yingbai Hu, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of robot learning, robot control, medical robot.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fusion dynamical systems with machine learning in imitation learning: A comprehensive overview

Toward coordinated planning and hierarchical optimization control for highly redundant mobile manipulator

Safe and Human-Like Trajectory Planning of Self-Driving Cars: A Constraint Imitative Method

Adaptive Neural Network Tracking for a Magnetic Microrobot in Presence of Model Uncertainty and Unknown Disturbance

On a Hierarchical Adaptive and Robust Inverse Dynamic Control Strategy With Experiment for Robot Manipulators Under Uncertainties

Novel Methods Inspired by Reinforcement Learning Actor-Critic Mechanism for Eye-in-Hand Calibration in Robotics

Model predictive optimization for imitation learning from demonstrations

Robust Point Cloud Registration with Geometry-based Transformation Invariant Descriptor

Yingbai Hu Information

University

Position

___

Citations(all)

1617

Citations(since 2020)

1589

Cited By

359

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

28

i10Index(since 2020)

28

Email

University Profile Page

Technische Universität München

Google Scholar

View Google Scholar Profile

Yingbai Hu Skills & Research Interests

robot learning

robot control

medical robot

Top articles of Yingbai Hu

Title

Journal

Author(s)

Publication Date

Fusion dynamical systems with machine learning in imitation learning: A comprehensive overview

Yingbai Hu

Fares J Abu-Dakka

Fei Chen

Xiao Luo

Zheng Li

...

2024/3/27

Toward coordinated planning and hierarchical optimization control for highly redundant mobile manipulator

ISA transactions

Erdi Sayar

Xiang Gao

Yingbai Hu

Guang Chen

Alois Knoll

2024/1/9

Safe and Human-Like Trajectory Planning of Self-Driving Cars: A Constraint Imitative Method

Advanced Intelligent Systems

Mingyang Cui

Yingbai Hu

Shaobing Xu

Jianqiang Wang

Zhenshan Bing

...

2023/8/17

Adaptive Neural Network Tracking for a Magnetic Microrobot in Presence of Model Uncertainty and Unknown Disturbance

Haoyu Wang

Yueyue Liu

Qigao Fan

Xiaoyu Wu

Yingbai Hu

2023/8

On a Hierarchical Adaptive and Robust Inverse Dynamic Control Strategy With Experiment for Robot Manipulators Under Uncertainties

Control Engineering Practice

Yueyue Liu

Tong Li

Jianghua Duan

Xiaoyu Wu

Haoyu Wang

...

2023/9/1

Novel Methods Inspired by Reinforcement Learning Actor-Critic Mechanism for Eye-in-Hand Calibration in Robotics

Chenxing Li

Yinlong Liu

Yingbai Hu

Fabian Schreier

Jan Seyler

...

2023/11/9

Model predictive optimization for imitation learning from demonstrations

Robotics and Autonomous Systems

Yingbai Hu

Mingyang Cui

Jianghua Duan

Wenjun Liu

Dianye Huang

...

2023/5/1

Robust Point Cloud Registration with Geometry-based Transformation Invariant Descriptor

Jianjie Lin

Markus Rickert

Long Wen

Yingbai Hu

Alois Knoll

2023

A Knee-Guided Evolutionary Computation Design for Motor Performance Limitations of a Class of Robot With Strong Nonlinear Dynamic Coupling

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Yingbai Hu

Zhijun Li

Gary G Yen

2023/3/13

Human intention-aware motion planning and adaptive fuzzy control for a collaborative robot with flexible joints

IEEE Transactions on Fuzzy Systems

Xiaoqin Ren

Zhijun Li

MengChu Zhou

Yingbai Hu

2022/11/30

Constrained reinforcement learning for vehicle motion planning with topological reachability analysis

Robotics

Shangding Gu

Guang Chen

Lijun Zhang

Jing Hou

Yingbai Hu

...

2022/8/16

Robot policy improvement with natural evolution strategies for stable nonlinear dynamical system

IEEE Transactions on Cybernetics

Yingbai Hu

Guang Chen

Zhijun Li

Alois Knoll

2022/8/5

NeuroGrasp: multimodal neural network with Euler region regression for neuromorphic vision-based grasp pose estimation

IEEE Transactions on Instrumentation and Measurement

Hu Cao

Guang Chen

Zhijun Li

Yingbai Hu

Alois Knoll

2022/6/2

Integrated task sensing and whole body control for mobile manipulation with series elastic actuators

IEEE Transactions on Automation Science and Engineering

Xiaoqian Ren

Yueyue Liu

Yingbai Hu

Zhijun Li

2022/3/9

Design and Control of a Highly Redundant Rigid-Flexible Coupling Robot to Assist the COVID-19 Oropharyngeal-Swab Sampling

IEEE Robotics and Automation Letters (also presented in ICRA2021)

Yingbai Hu

Jian Li

Yongquan Chen

Qiwen Wang

Chuliang Chi

...

2021/2/25

Fuzzy-torque approximation-enhanced sliding mode control for lateral stability of mobile robot

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Jiehao Li

Junzheng Wang

Hui Peng

Yingbai Hu

Hang Su

2022/4

Sensor Fusion-based Anthropomorphic Control of Under-Actuated Bionic Hand in Dynamic Environment

Hang Su

Junhao Zhang

Junling Fu

Salih Ertug Ovur

Wen Qi

...

2021/12

Neural approximation-based model predictive tracking control of non-holonomic wheel-legged robots

International Journal of Control, Automation and Systems

Jiehao Li

Junzheng Wang

Shoukun Wang

Wen Qi

Longbin Zhang

...

2021/1

A novel autonomous learning framework to enhance sEMG-based hand gesture recognition using depth information

Biomedical Signal Processing and Control

Salih Ertug Ovur

Xuanyi Zhou

Wen Qi

Longbin Zhang

Yingbai Hu

...

2021/4/1

Neural fuzzy approximation enhanced autonomous tracking control of the wheel-legged robot under uncertain physical interaction

Neurocomputing

Jiehao Li

Junzheng Wang

Hui Peng

Longbin Zhang

Yingbai Hu

...

2020/6/4

See List of Professors in Yingbai Hu University(Technische Universität München)

Co-Authors

H-index: 129
MengChu Zhou

MengChu Zhou

New Jersey Institute of Technology

H-index: 103
Hamid Reza Karimi

Hamid Reza Karimi

Politecnico di Milano

H-index: 79
Chun-Yi Su

Chun-Yi Su

Concordia University

H-index: 65
Alois Knoll

Alois Knoll

Technische Universität München

H-index: 63
YEN Gary G

YEN Gary G

Oklahoma State University

H-index: 55
Giancarlo Ferrigno

Giancarlo Ferrigno

Politecnico di Milano

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