"I really liked the concept of the show. It is different from the present dance shows on TV and the auditions have already received an overwhelming response in 16 cities," Riteish, a flexible dancer himself, said in a statement.
He will share the judges' panel with professional choreographers Geeta Kapoor and Ashley Lobo.
"I love dance. I am glad that I have talented choreographers like Geeta and Ashley accompanying me. I look forward to beginning the shoot soon," added the actor, who has danced on the big screen to numbers like "Dil mein baji guitar" and "Apni toh jaise taise".
The show, which will feature dancers from all age-groups and across all genres, will go on air on Star Plus.