Hines, the son of a dancer, made his professional debut at the age of five, and spent much of his childhood backstage in theatres where he picked up lessons from, among others, Sandman Sims, Bill "Bojangles" Robinson, Harold Nicholas (whom Fred Astaire thought the most elegant dancer he had ever seen) and later Sammy Davis Jr, who became Hines's mentor.