Abstract
Data-driven learning has made surprising advances in computer vision and speech recognition. Can data-driven learning address the enormous gap between human and robot dexterity, specifically to address the
elusive problem of robust grasping? Drawing recent results in Deep Learning and Cloud Robotics, I’ll describe exciting new approaches that illustrate a shift in philosophy from Platonic to Aristotelian and to approaches that combine both.