Agoura Hills is a city located in Los Angeles County, California. Agoura Hills has a 2026 population of 19,429. Agoura Hills is currently declining at a rate of -0.46% annually and its population has decreased by -3.96% since the most recent census, which recorded a population of 20,230 in 2020.