CHP Officer Patrick Kimball says Klein was booked and released on his own recognizance.
Klein was fined $1,800 and ordered to perform 150 hours of community service in 2005 after pleading guilty to a misdemeanor drunken driving charge in San Diego.
The actor is best known for his roles in "American Pie" and "Election."
The Associated Press contributed to this report.