Mitchell W. Pryor

PlaceNet: Obstacle Aware Mobile Manipulator Base Placement through Deep Learning

In this work, we present PlaceNet: a deep learning framework for mobile manipulator base placement which provides solutions to the shortcomings common in the state-of-the-art. Our method addresses the lack of obstacle awareness of reachability methods and the limited generalization of learning metho