Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning

Danny Driess, Jung-Su Ha, Marc Toussaint, Russ Tedrake

Abstract: This work proposes an optimization-based manipulation planning framework where the objectives are learned functionals of signed-distance fields that represent objects in the scene. Most manipulatio...