The Los Angeles Times, quoting Robin Thicke's publicist, said the actor died of a heart attack.
More recently Thicke was set to appear in "Fuller House," a remake of the popular 1990s family sitcom.
"Season 2 Fuller House looking good. I even like the ones I'm not in!" Thicke said in a tweet earlier on Tuesday.