The latest incident happened in west suburban Stickney at 7122 W. 40th Street.
The store surveillance camera got a clear picture of the man, who was wearing a Chicago Bears knit cap as well as a jacket and tie.
He did not show a weapon.
The FBI is not saying how much he got away with.