Matthew Sivaprakasam

SALON: Self-supervised Adaptive Learning for Off-road Navigation

2025

Autonomous robot navigation in off-road environments presents a number of challenges due to its lack of structure, making it difficult to handcraft robust heuristics for diverse scenarios. While learned methods using hand labels or self-supervised …