Francis Lewis

Robust Policies via Mid-Level Visual Representations: An Experimental Study in Manipulation and Navigation

Vision-based robotics often factors the control loop into separate components for perception and control. Conventional perception components usually extract hand-engineered features from the visual input that are then used by the control component in an explicit manner. In contrast, recent advances