The 2022 AWS DeepRacer League Championship Cup Final showcases the culmination of a global autonomous racing competition. Over 150,000 developers from 160 countries participated, with the top 50 earning a trip to AWS re:Invent 2022 in Las Vegas. The final race features three classmates from National Yang Ming Chiao Tung University in Taiwan competing for the championship title and a $10,000 grand prize. The intense competition unfolds on the challenging 2022 Championship Speedway, where each finalist gets one lap to set their best time. With cutting-edge reinforcement learning models controlling the autonomous vehicles, the racers push the limits of speed and precision. The event highlights AWS's commitment to fostering innovation in machine learning and robotics while providing an exciting platform for developers to showcase their skills.