After the armistice, Price remained in France as the commander of the 15th Separate Battalion, that had been organized for expeditionary duty in Europe.
He eventually received diplomas from the Line and General Staff School at Fort Leavenworth, Kansas, for the years 1922 and 1923 where he also served several months as an instructor in the Department of Tactics at the Marine Corps Schools.