The incident happened at 2:20 a.m. Tuesday near the 2000 block of Edgley Street.
Police say the victims were approached by a group of suspects, one of whom may have been armed, and forced into a nearby house. That's where they were robbed.
The bandits fled on foot with an Xbox video game system and $180 in cash.
No one was injured. Police are investigating.