Two of the victims were robbed at the 69th Street station in the Greater Grand Crossing neighborhood, and a third robbery occurred at the 63rd Street stop in Englewood.
Police said between one and three offenders confronted victims on the platform or as they exited the station.
A handgun was used in two of the robberies.
No one was hurt.