Learning Deployable Navigation Policies at Kilometer Scale from a Single Traversal

Jake Bruce, Niko Sünderhauf, Piotr Mirowski +2

Model-free reinforcement learning has recently been shown to be effective at learning navigation policies from complex image input. However, these algorithms tend to require large…