Safetronic 2024: Preview
Explainable Statistical Evaluation of an Automated Driving System Functionality
Algorithms used in automated driving systems are complex and use non-deterministic deep neural networks. Some variants of deep neural networks can be explained theoretically but their behavior under all conditions for the set of safety-critical scenarios to be covered by the automated driving system in the given operational design domain is generally not readily understood. Here is how it could work – a new approach.
Autonomous driving