The Autonomous Driving Research Center conducts research on many key scientific problems including 1. Modeling of learning-based perception systems, 2. Formal modeling of decision-making and planning systems, 3.Trustworthiness design and validation of autonomous driving systems, 4, Trustworthy testing and evaluation system design for autonomous systems. The technical developement if the center has been focusing on the trustworthiness mechanisms of autonomous driving systems, the design and analysis of trustworthy autonomous driving systems, and high-trustworthy datasets and simulation evaluation platforms. The center has achieved breakthroughs in common key technologies such as the trustworthy design and verification technoliogies of autonomous driving systems, and the integration of simulation and datasets for reliable autonomous driving. The research is sponsored by 3 national-level grants, 3 municipal-level grants, and 3 enterprise-sponsored projects. The memebers have gained more than 20 million RMB in research funding for the institute. The related research have been recognized by the Shenzhen Science and Technology Award, the CCF Award, and two Best Paper Awards at two international academic conferences. The key technologies have been applied by leading companies in autonomous driving.
Outcome 1:Trustworthy design and validation technologies for autonomous driving
(1)Trustworthy modeling technologies for autonomous driving systems
(2)Trustworthy decision-making and planning technologies for autonomous driving systems
(3)Trustworthy design and validation technologies for autonomous driving
Outcome 2:Integrated simulation and dataset technologies for trustworthy autonomous driving systems
(1)Trustworthy simulation and testing platform for autonomous driving
(2)Intelligent dataset for autonomous driving