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This Special Issue focuses on the application of Artificial Intelligence (AI) in autonomous vehicle driving. It encourages researchers to submit conceptual and empirical articles, in addition to literature review papers, on this topic. Possible topics of interest include, but are not limited to, advanced driving assistance systems, autonomous cars, aerial, aquatic, underwater, and other land vehicles with different degrees of autonomy. Manuscripts can be submitted until the deadline and accepted papers will be published continuously in the journal.