Self-Supervised Learning of Scene-Graph Representations for Robotic Sequential Manipulation Planning

Son Nguyen, Ozgur S. Oguz, Valentin N. Hartmann, Marc Toussaint

Abstract: We present a self-supervised representation learning approach for visual reasoning and integrate it into a nonlinear program formulation for motion optimization to tackle sequential manipulation ta...