Simulation Driven Design and Test for Safety of AI Based Autonomous Vehicles

An autonomous vehicle (AV) integrates sophisticated perception and localization components to create a model of the world around it, which is then used to navigate the vehicle safely. Machine learning (ML) based models are pervasively used in these components to extract object information from noisy sensor data. The requirements for these components are primarily set to achieve as high accuracy as...