Keehoon Kim

Learning Spatially Ambiguous Trajectories From Demonstrations via Phase-Modulated Dynamical Systems

This letter presents a single-demonstration Learning from Demonstration (LfD) framework for imitating spatially ambiguous trajectories, including motions with self-intersections, reversals, and stopping behaviors. Existing approaches based on Dynamical Systems or Dynamic Movement Primitives typically either fail to rep...