Soyoun Sung

Learning Constraint-Aware Dynamical Systems from Human Demonstrations for Constrained Manipulation Tasks

Learning from demonstration (LfD) enables robots to acquire new skills from human examples without explicit programming. Dynamical system (DS)-based approaches, in particular, have shown robustness to disturbances and adaptability in unstructured environments. However, existing methods often fail to…