Alenna Spiro

Learning Smooth State-Dependent Traversability from Dense Point Clouds

A key open challenge in off-road autonomy is that the traversability of terrain often depends on the vehicle's state. In particular, some obstacles are only traversable from some orientations. However, learning this interaction by encoding the angle of approach as a model input demands a large and d…