Because his parents Aloys Prasch and Auguste Prasch-Grevenberg were both stage actors Rolf Prasch got in touch with the world of the theater at a young age. There were other family members who were active as artists. His grandparents were the opera singers Julius Grevenberg and Wilhelmine Grevenberg-Langheinz and his uncle was the stage actor Julius Grevenberg Jr.