It happened at a motel on Plainfield and Alberene.
Police say the woman took his cash. The delivery man then secretly followed her back to her room, at the same the motel and called police. She was arrested outside her room.
Investigators believe she may have also robbed a cab driver and another person earlier in the night.
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