The authorities said there were no initial reports of damage from the quake, which struck in the hills west of Malibu.
A preliminary magnitude 4.1 earthquake struck near Westlake Village on Sunday afternoon, according to the U.S. Geological Survey.
A stolen car led police on a pursuit through Los Angeles on Monday night. It began when officers from the Los Angeles Police Department spotted two stolen vehicles near its 77th Division station.