It happened early Monday morning.
Surveillance video shows the burglars lurking outside before they broke into a room at the Catalina Motel in Middle Township.
Once inside the room, police say one the men robbed two hotel guests while the other stood watch outside.
The men then took off. The victims were not hurt.
Anyone with information on the crime is asked to call Middle Township Police.