He gained fame in the 1980s and 1990s for setting records in classic video games, including a perfect score on Pac-Man.
Mitchell spent ten years focusing on his family's restaurant, Rickey's, eventually taking ownership.
David Ramsey described him as "probably the greatest arcade video game player of all time" in 2006.