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cs.RO2026
Multimodal embodiment-aware navigation transformer
Louis Dezons, Quentin Picard, Rémi Marsal +2
Goal-conditioned navigation models for ground robots trained using supervised learning show promising zero-shot transfer, but their collision-avoidance capability nevertheless degr…
cs.RO2026
An Open-Source LiDAR and Monocular Off-Road Autonomous Navigation Stack
Rémi Marsal, Quentin Picard, Adrien Poiré +5
Off-road autonomous navigation demands reliable 3D perception for robust obstacle detection in challenging unstructured terrain. While LiDAR is accurate, it is costly and power-int…