The circumstances of his death are under investigation, the report said.
Robinson was a celebrity bartender and the former host of the 2010 cocktail-themed series "Drink Up" on the Cooking Channel. He also appeared on "Access Hollywood," "Morning Buzz" and "The Wendy Williams Show."
"At learning of this morning's sad news, our thoughts go out to Darryl's family & friends," a Cooking Channel spokeswoman said in a statement to the newspaper.
Celebrity Breakups and divorces of 2014 [PHOTOS]