Eleizer Degaldo, 29, is also charged with unlawful possession of a firearm by a felon. Police say he and another suspect robbed a shoe store near North Avenue and Pulaski Thursday.
The employees were not hurt.
Police say a resident chased Degaldo to a laundromat where police arrested him.
Authorities say they are still looking for the other suspect.