2025
PIETRA: Physics-Informed Evidential Learning for Traversing Out-of-Distribution Terrain
RA-L 2025
Self-supervised learning is a powerful approach for developing traversability models for off-road navigation, but these models often struggle with inputs unseen during training. Existing methods utilize techniques like evidential deep learning to quantify model uncertainty, helping to identify and a