Qian Feng (冯骞)
Scholar

Qian Feng (冯骞)

Google Scholar ID: KJ5hWpYAAAAJ
Amigos Robots, TUM
Dexterous manipulationimitation learningsim2realfew shot learningtactile sensor
Citations & Impact
All-time
Citations
232
 
H-index
8
 
i10-index
8
 
Publications
13
 
Co-authors
14
list available
Publications
13 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • - Published several papers including 'Center of Mass based Robust Grasp Planning for Unknown Objects Using Tactile Visual Sensors', 'FFHNet: Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time', 'FFHFlow: A Flow-based Variational Approach for Multi-fingered Grasp Synthesis in Real Time'
Research Experience
  • - External PhD student at Agile Robots AG since 2021, supervised by Prof. Dr.-Ing. habil. Alois Christian Knoll
  • - Supervised multiple master's theses and research projects on topics such as automatic camera calibration for robotic grasping, learning-based robotic assembly using force/tactile feedback, and enhancing deep generative robotic grasping with CVAE and CGAN models
Education
  • - M.Sc. in Mechatronics and Information Technology from Technische Universität München, Germany
  • - B.Eng. in Mechatronics from Zhejiang University, Hangzhou, China
Background
  • Research interests include dexterous grasping and manipulation, imitation learning, sim2real, tactile sensing.