ABSTRACT Autonomous vehicles (AVs) are one of the building blocks of modern intelligent transportation systems and have the potential to change some aspects related to mobility, safety, and operational efficiency. In this paper, we analyze recent progress in AV algorithms and simulation frameworks, emphasizing their roles in decision‐making processes, trajectory planning, object detection, and traffic optimization strategies. This paper provides technical discussions on the three core research questions: (RQ1) Maj…