Artificial Neural Networks and Reinforcement Learning for Model-based Design of an Automated Vehicle Guidance System Topics: Autonomous Systems; Evolutionary Computing; Machine Learning; Neural Networks; Simulation In Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 725-733, 2020 , Valletta, Malta