Michael Schaeuble

From perception to decision: A data-driven approach to end-to-end motion planning for autonomous ground robots

Learning from demonstration for motion planning is an ongoing research topic. In this paper we present a model that is able to learn the complex mapping from raw 2D-laser range findings and a target position to the required steering commands for the robot. To our best knowledge, this work presents t…