It happened in the parking lot of the casino on Delaware Avenue around 2:45 a.m. Wednesday.
Police said the robber made off with $400 and car keys.
They said the suspect, however, fled the scene on foot.
The victim was not hurt.
Police have not released any further details on the suspect at this time.