FlashNav: Training Deployable Robot Navigation Policies in Seconds
FlashNav is a GPU-first framework that trains robot navigation policies extremely fast, achieving seconds-level training times. It simplifies complex range-based navigation by abstracting away unnecessary simulation details, allowing policies to be trained in under 20 seconds on powerful hardware and successfully deployed on real robots.