Riviera Beach is a city in Palm Beach County, Florida, United States, which was incorporated September 29, 1922. Due to the location of its eastern boundary lies, it is also the easternmost municipality in the South Florida metropolitan area. The population was 29,884 at the 2000 census. As of 2004, the population was estimated by the U.S. Census Bureau to be 32,522.