 Rodríguez Vargas was assigned to the Army Dental Reserve Corps and attended a course at the Medical Officer's Training Camp at Camp Greenleaf, Georgia before being sent overseas.The U.S. Congress had already declared war on Germany when Rodríguez Vargas was sent to the United Kingdom.In August 1919, he was reassigned to San Juan, Puerto Rico and served in Camp Las Casas.