  To test automated driving systems, we present a case study for finding
critical scenarios in driving environments guided by formal specifications. To
that aim, we devise a framework for critical scenario identification, which we
base on open-source libraries that combine scenario specification, testing,
formal methods, and optimization.

Optimization and Control