Dain La Roche

Learning Motion Trajectories from Phase Space Analysis of the Demonstration

A major goal of learning from demonstration is task generalization via observation of a teacher. In this paper, we propose a novel framework for learning motion from a single demonstration. Our approach reconstructs the demonstrated trajectory's phase space curve via a linear piece-wise regression m…