This repository provides sample code and documentation teaching autonomous vehicle control algorithms to beginners. It implements core algorithms including Extended/Unscented Kalman Filters and Particle Filters for localization, occupancy grid and NDT mapping, A* and bidirectional A* path planning, and perception tasks like object detection and tracking. The project runs simulations to visualize these algorithms in action.