One truck is described as light blue with a sleeper cab, and the other two had the letters GCS on the doors.
The incident happened Sunday night in the 1500 block of Francisco Street.
Police say the men stole about $650,000 worth of hi-definition flat screen TVs.
Anyone with information is urged to call the LAPD at (877)-LAPD-24-7.
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