The USAF used balloons in the late 1950s and 1960s to launch a series of experimental rockets from high above the atmosphere. They called it Project Farside. The goal of the program was to place a payload on the far side of the Moon, which goal was never even approached.
http://space.skyrocket.de/doc_lau/farside.htm