Autonomous driving (highly / fully automated driving) is one out of four applications domains we develop AI technology for. With regards to environment perception, we apply our Digital Reality principle i.e. we develop AI that is capable of generating synthetic data, focussing on human behavior in urban traffic situations. For trajectory planning, we apply our hybrid learning technology leading to more robust and trustworthy systems. Moreover, our work on the AI platform will be applied in the autonomous driving domain.