Hongbin Ma
Papers
49
Total Citations
1,018
H-Index
15
About
Hongbin Ma is a prominent robotics researcher whose work centers on teleoperation, human-robot interaction, adaptive control, and intelligent robot learning. His most influential contribution, "Neural-Learning-Based Telerobot Control With Guaranteed Performance" (2016, 299 citations), demonstrated how neural networks could ensure reliable telerobot performance at both kinematic and dynamic levels, including automatic collision avoidance—a landmark achievement in the field. Much of Ma's research has been conducted using the Baxter humanoid robot platform, for which he developed foundational kinematic models and haptic-feedback-enabled teleoperation systems, collectively cited over 130 times and widely adopted by subsequent researchers. His work extends into biologically inspired robot learning, notably exploring how muscle fatigue in sEMG signals affects teaching-by-demonstration quality, and into gesture-based robot control using the Leap Motion device. Ma has also advanced motion planning through deep reinforcement learning, applying improved DDPG algorithms to six-DOF manipulators. With a total of over 700 citations across his most recognized works, Ma's research consistently bridges theoretical rigor with practical implementation, making meaningful contributions to safer, smarter, and more intuitive robotic systems for both academic and industrial environments.
Research Focus
Key Achievements
Top Papers
- 1Neural-Learning-Based Telerobot Control With Guaranteed Performance299 citations · 2016
- 2Kinematics modeling and experimental verification of baxter robot75 citations · 2014
- 3Teleoperation of humanoid baxter robot using haptic feedback59 citations · 2014
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- 5Robot manipulator self-identification for surrounding obstacle detection51 citations · 2016
- 6Hand Gesture Based Robot Control System Using Leap Motion47 citations · 2015
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- 9Motion Planning of Six-DOF Arm Robot Based on Improved DDPG Algorithm25 citations · 2020
- 10Pedestrian Classification and Detection in Far Infrared Images25 citations · 2015