In this thesis simulation environments for self-driving cars are analyzed and scenarios are implmented to test self-driving cars. The simulation scenarios serve as a Digital Twin for a self-driving robot and both, the simulation and the robotic environment, are used to train pupils and practitioners on the integration of AI components into systems.