AI-centric AVs – training, V&V and scenarios, all together
Autonomous driving implementation continues its shift to use AI technologies. These technologies require new capabilities for the development and validation of the AV software. The presentation introduces key challenges and presents solutions for a data-driven autonomy development toolchain. The solutions enable both training and V&V, using real-world data, synthetic scenarios and abstraction to enable large-scale, productive development and V&V.