Multi-Modal Geometric Learning for Grasping

1305 Newell Simon Hall

Abstract:  In this talk, we will describe methods to enable robots to grasp novel objects using multi-modal data and machine.  The starting point is an architecture to enable robotic grasp planning via shape completion using a single occluded depth view of objects.  Shape completion is accomplished through the use of a 3D CNN. The network [...]