John Stamos -- I'm Back With the Beach Boys!

John Stamos reunited with the Beach Boys and brought the house down. Stamos -- who has been a regular at shows in the past -- performed at the L.A. County fair for the first time since his post DUI rehab stint in July ... and he looked better than…