Dongwoo Son

Graduate Student

Dongwoo Son손동우

Research Interests

  • Imitation Learning
  • Manipulation

Current Research

Smoothing action chunks produced by learned policies

Imitation policies emit a chunk of actions at a time, and the seams between chunks show up as velocity jumps. This work adds a lightweight post-optimization stage that smooths those seams without retraining the policy, published as LiPo in IJCAS 2025.

  • Imitation Learning
  • Action Chunking
  • Trajectory Optimization

Publications

  • LiPo: A Lightweight Post-optimization Framework for Smoothing Action Chunks Generated by Learned Policies IJCAS 2025Paper

All publications

All members