Probably wracked with grief, Rice spent the next year wandering the area and working at several jobs. In 1913, he joined the United States Navy and served on the , a 16,000-ton battleship that was large enough to field a baseball team. Rice played on that team during one season. He was on the ship when it took part in the United States occupation of Veracruz, Mexico.