Haptic Data Analysis on DROID Dataset

Robot Learning, Haptic Feedback

One sequence from DROID dataset
  • Worked at IPRL Lab, under the supervision of Prof. Jeannette Bohg.
  • Explored joint torque data in a large robotics dataset - DROID dataset, converted joint torque data to external force data.
  • Trained diffusion policy with vision + converted force observations on DROID dataset.
  • Summarized the lessons learned on collecting large robot dataset with haptic feedback.
Jiaying Fang
Jiaying Fang
Electrical Engineering Master Student

As a Master student, I am interested in Surgical Robot, Robot Learning, and the intersection of Computer Vision and Robotics.