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Keep off the Grass: Permissible Driving Routes from Radar with Weak Audio Supervision Abstract – Reliable outdoor deployment of mobile robots requires the robust identification of permissible driving routes in a given environment. The performance of LiDAR and vision-based perception systems deteriorates significantly if certain environmental factors are present e.g. rain, fog, darkness. Perception [...]