Intelligent transportation systems (ITS) are integrated systems that use advanced computer and communication technologies in road transportation, including vehicles, users, and infrastructure, and in traffic and mobility management, as well as for interfaces with other modes of transportation. There are challenging dynamic decision problems and critical questions that readily stand to benefit tremendously from artificial intelligence (AI).