João Carvalho

Residual Compliant Policy: Learning Compliant Policies from Few Demonstrations

Laplacian editing is combined with simulation-based trajectory optimization to generalize across object poses, and a residual reinforcement learning policy refines the interaction forces by adjusting the reference pose of the underlying admittance controller.