Xiaolin Fang

方晓霖
Ph.D. Student, MIT
Email: xiaolinf [at] mit [dot] edu
Location: MIT Stata Center 45-64x
About me
I am a final-year Ph.D. student at MIT CSAIL, LIS Group, working with Leslie Kaelbling and Tomás Lozano-Pérez. I interned at NVIDIA Seattle Robotics Lab led by Prof. Dieter Fox during summer 2022. Previously, I obtained my bachelor's degree from Chu Kochen Honors College, Zhejiang University, where I worked with Prof. Xiaowei Zhou.

My research focuses on robot learning and planning, with an emphasis on generalization to new goals, novel environments, and long-horizon manipulation tasks. My previous work includes developing composable robot skill models that generalize across:
  • Changes in visual observations, including different environments, views, and unseen objects
  • Task-specific constraints, such as composing skills to accomplish the task given an initial condition that is not seen at training time
  • Different robotic embodiments: including Franka (Single Arm), Movo, Rainbow Rby-1 (Mobile-base Bi-manual), and BostonDynamics Spot (Mobile Single Arm)

I'm looking for full-time positions in the industry. Let's chat :)

Selected Publications
[* indicates equal contribution]
[Uncos]
IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS, 2024
[Paper] [Website] [Code]