Paso Robles (full name: El Paso de Robles 'The Pass of the Oaks') is a city in San Luis Obispo County, California, United States. Paso Robles is the not the fastest growing city in San Luis Obispo County anymore... Atascadero has taken over the growth spurt now. Atascadero and Paso Robles have been about the same exact population till now.