Investigators say it is not believed a weapon was shown during the robbery, and no one was injured.
After the robbery, police say the suspect left with an unknown amount of cash, and was last seen fleeing in a cab.
He is described as a male in his 40's wearing black pants and hat with a blue shirt.
Police also say the man may walk with a limp.