Darby took part in the Allied invasion of Italy in September 1943 and was promoted to full colonel on December 11. He commanded the 179th Infantry Regiment, part of the 45th "Thunderbirds" Infantry Division during the Rome-Arno and Anzio campaigns in the Italian Campaign from February 18 to April 2, 1944.