I am a Ph.D. Candidate majoring in Mechanical Engineering at Dongguk University, Korea, advised by Professor Soo-Chul Lim. I received Master of Science degree from the same university.

My research interests lie in Robotics, Robot Learning, Reinforcement Learning, and Human Robot Interaction. My research goal is to develop a robotic system capable of performing complex and diverse tasks akin to humans, while remaining robust to changes in the surrounding environment.

Publications

DexTouch: Learning to Seek and Manipulate Objects with Tactile Dexterity
Kang-Won Lee*, Yuzhe Qin, Xiaolong Wang, Soo-Chul Lim
arXiv, 2024
[arXiv] [project page] [video]

Robot Synesthesia: In-Hand Manipulation with Visuotactile Sensing
Ying Yuan*, Haichuan Che*, Yuzhe Qin*, Binghao Huang, Zhao-Heng Yin, Kang-Won Lee, Yi Wu, Soo-Chul Lim, Xiaolong Wang
International Conference on Robotics and Automation (ICRA), 2024
[arXiv] [project page]

Vision-based interaction force estimation for robot grip motion without tactile/force sensor
Dae-Kwan Ko, Kang-Won Lee, Dong Han Lee, Soo-Chul Lim
Expert Systems with Applications 211: 118441, 2023
[paper]

DeepTouch: Enabling touch interaction in underwater environments by learning touch-induced inertial motions
Kang-Won Lee, Seung-Chan Kim, Soo-Chul Lim
IEEE Sensors Journal 22.9: 8924-8932, 2022
[paper]

Simple and Reliable Position Sense Assessment Under Different External Torques: Toward Developing a Post-Stroke Proprioception Evaluation Device
Kang-Won Lee, Sang Hoon Kang, Soo-Chul Lim
IEEE Transactions on Neural Systems and Rehabilitation Engineering 30: 823-832, 2022
[paper]

Toward Vision-Based High Sampling Interaction Force Estimation with Master Position and Orientation for Teleoperation
Kang-Won Lee, Dae-Kwan Ko, Soo-Chul Lim
IEEE Robotics and Automation Letters 6(4): 6640-6646, 2021
International Conference on Intelligent Robots and Systems (IROS), 2021 Oral Presentation
[paper]