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#autonomous-vehicles

Best open-source autonomous driving simulators (2026)

These simulators model autonomous cars, drones and mobile robots in virtual environments so that control and perception code can be tested before it reaches a real vehicle. When choosing one, weigh how realistic the rendering and physics need to be, which sensors are modeled (cameras, lidar, radar), and whether it integrates with your existing stack such as ROS 2. CARLA offers urban driving scenes and sensor simulation, AirSim covers drones and cars with APIs for AI and vision research, and mvsim is a lightweight 2.5D option for wheeled robots.

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