Generative Models and Connected and Automated Vehicles: A Survey in Exploring the Intersection of Transportation and AI

ArXi:2403.10559v3 Announce Type: replace-cross This report investigates the history and impact of Generative Models and Connected and Automated Vehicles (CAVs), two groundbreaking forces pushing progress in technology and transportation. By focusing on the application of generative models within the context of CAVs, the study aims to unravel how this integration could enhance predictive modeling, simulation accuracy, and decision-making processes in autonomous vehicles. This thesis discusses the benefits and challenges of integrating generative models and CAV technology in transportation.