Agoura Hills is a city in the Santa Monica Mountains region of Los Angeles County, California. Its population was 20,330 at the 2010 census and an estimated 20,222 in 2019. It is in the eastern Conejo Valley between the Simi Hills and the Santa Monica Mountains.