Audi earned his BA from Colgate University and his MA and PhD from the University of Michigan.
In an interview for the Brooklyn Friends School of which he's an alumnus (year 1959), he revealed that his interest in philosophy came from his father, a businessman and Lebanese immigrant with an interest in philosophy and history.