Cristian Vergara Perico

Learning robust manipulation tasks involving contact using trajectory parameterized probabilistic principal component analysis

In this paper, we aim to expedite the deployment of challenging manipulation tasks involving both motion and contact wrenches (forces and moments). To this end, we acquire motion and wrench signals from a small set of demonstrations using passive observation. To learn these tasks, we introduce Traje…