Billie Joe Armstrong: Billie Joe Armstrong. Actor: The Simpsons Movie. Billie Joe Armstrong was born in Piedmont, California, a small town surrounded by the city of Oakland, and was raised in Rodeo, California, the youngest of six children of Ollie (Jackson) and Andrew "Andy" Marsicano Armstrong. His father worked as a jazz musician and truck driver for Safeway Inc. to support his family. He died of esophageal cancer on September 10, 1982. The...