After entry of the United States into the war, Taylor was transferred to North Africa, where he served as a staff member of Advanced Echelon Amphibious Forces, Atlantic Fleet, and in October as a staff member to the Naval Operating Base Commander in Oran, Algeria.
He then commanded the Regiment during the Allied invasion of Sicily and Omaha Beach.