The LAPD said Williams was arrested for battery of a female at Sportsmen's Lodge, located at 12825 Ventura Blvd., at about noon.
KATT WILLIAMS FACING CHARGES FOR FIGHT WITH GEORGIA TEEN
A woman placed Williams under citizen's arrest and the LAPD later took him to jail and booked him, according to officials.
The LAPD did not release more details about the incident or the alleged victim.
The 44-year-old comedian has been arrested several times throughout the country in recent years for crimes such as theft, assault, and child endangerment among others.
KATT WILLIAMS' HOUSTON SHOW RESCHEDULED DUE TO SPIDER BITE
He was arrested at the Los Angeles International Airport in 2006 after he was found with a gun in his briefcase. He pleaded no contest to a misdemeanor count of carrying a concealed firearm.
Williams and rap producer Marion "Suge" Knight were arrested for allegedly stealing a camera from a photographer in Beverly Hills nearly two years ago.
They were both awaiting separate trials in the case.
City News Service contributed to this report.