Robust Autonomy Emerges from Self-Play

Self-play training in simulation has produced a breakthrough in autonomous driving, achieving state-of-the-art performance across multiple benchmarks without using human driving data. Using Gigaflow simulator, the system demonstrated exceptional robustness with an average of 17.5 years of continuous driving between incidents while maintaining naturalistic behavior.