FlashNav: Ultra-Fast Policy Training for Robot Navigation within 20 Seconds

Shanze Wang, Yiwei Qian, Xinming Zhang +6

Deep reinforcement learning has shown strong potential for robot navigation, but its practical deployment is still limited by the long wall-clock cost of policy training. This pape…