Antonio Sala

Learning Constrained Generalizable Policies by Demonstration

Many practical tasks in robotic systems, such as cleaning windows, writing or grasping, are inherently constrained. Learning policies subject to constraints is a challenging problem. We propose a \emph{locally weighted constrained projection learning} method (LWCPL) that first estimates the constra…