Due to the sheer complexity and variability in the operating environment, how to systematically test autonomous systems to gather enough confidence on the safety and reliability of their operation remains an open challenge. Virtual testing is a widely adopted methodology for complementing expensive and limited field or road tests. This session features two short tutorials presenting techniques, tools and practices for conducting scenario-based testing of autonomous systems in virtual environments.