This course deepens the student’s understanding of autonomous mobile robot navigation. The course focuses on localisation, mapping, SLAM, path planning, motion planning, path tracking, and obstacle avoidance. It prepares the student for the following practical course phase, where autonomous mobile robots are studied in simulation and laboratory environments.