Hierarchically Integrated Models: Learning to Navigate from Heterogeneous Robots

Katie Kang, Gregory Kahn, Sergey Levine

Abstract: Deep reinforcement learning algorithms require large and diverse datasets in order to learn successful policies for perception-based mobile navigation. However, gathering such datasets with a singl...