The SVL Simulator is a realistic 3D simulation environment built on Unity and Unreal Engine for developing and testing autonomous vehicle systems. It integrates with ROS and ROS2 to simulate sensor inputs including camera, lidar, and radar for computer vision and perception pipelines. The simulator supports deep learning, reinforcement learning, and end-to-end autonomous driving research by providing synthetic training data and realistic vehicle dynamics.