Russell Reinhart

Learning-based Path Planning for Autonomous Exploration of Subterranean Environments

In this work we present a new methodology on learning-based path planning for autonomous exploration of subterranean environments using aerial robots. Utilizing a recently proposed graph-based path planner as a "training expert" and following an approach relying on the concepts of imitation learning…