The 21-year-old actress was being held in a West Hollywood jail on $10,000 bail. She was arrested for investigation of misdemeanor driving under the influence and driving without a license.
Calls to her manager and publicist weren't immediately returned.
Barton played Marissa Cooper on "The O.C." from 2003 to 2006. Her arrest was first reported by Hollyscoop.com.