CARLA is an open-source simulator for autonomous driving research, which can support support development, training, and validation of autonomous driving systems. It also provides open digital assets (urban layouts, buildings, vehicles) that were created for this purpose and can be used freely. The simulation platform supports flexible specification of sensor suites and environmental conditions.