Wontaek Kim

Email/ Google Scholor/ Github/ Twitter/

me.png

Hi! I’m a second-year M.S. student in Machine Learning at Georgia Tech, advised by Dr.Sehoon Ha. I also received my bachelor’s degree in CS at Georgia Tech.

I work at the crossroads of computer graphics and machine learning, studying how reinforcement learning can produce expressive and physically plausible motion behaviors in simulated characters.

My current research focuses on bridging the gap between human and robotic motion through cross-embodiment generalization and on teaching agents to acquire whole-body dynamic manipulation skills from human demonstrations.

publications

  1. kim2025moreflow.gif
    MoReFlow: Motion Retargeting Learning through Unsupervised Flow Matching
    Wontaek Kim, Tianyu Li*, and Sehoon Ha*
    Arxiv 2025
  2. Switch4EAI_short.gif
    Switch4EAI: Leveraging Console Game Platform for Benchmarking Robotic Athletics
    Tianyu Li, Jeonghwan Kim, Wontaek Kim, Donghoon Baek, Seungeun Rho, and Sehoon Ha
    CoRL Open-Source Hardware in the Era of Robot Learning Workshop