Rudel was born on 2 July 1916, in Konradswaldau, in Prussia. He was the third child of Lutheran minister Johannes Rudel.[4] As a boy, Rudel was a poor scholar, but a very keen sportsman. Rudel attended the humanities oriented Gymnasium, in Lauban.