Abstract: Robust local navigation is a critical capability for any mobile robot operating in a real-world unstructured environment, especially when there are humans or other moving obstacles in the ...

Abstract: This paper aims to bridge perception and planning in navigation systems by learning optimal trajectories from depth information in an end-to-end fashion. However, using neural networks as ...