A surveillance camera captured the suspect walking through the hotel's garage.
Police said the man later broke into a room and ordered a married couple to hand over valuables, including their ATM cards and pin numbers. He then fled.
Anyone who recognizes the man or has any information about the case was urged to call the Los Angeles Police Department's central robbery unit at (213) 972-1245.
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