Your question is Robotics SLAM and Planning Overview. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain how you would approach SLAM, filtering, control, finite state machines, probabilistic reasoning, and path planning for a mobile robot using sensors, perception, ROS, and ML.