Pictura: Perspective-View Self-Play at Scale for Driving

Self-play in simulation produces robust driving policies at scale.

Self-play in simulation produces robust driving policies at scale. Demonstrations of such behavior have been made using privileged vectorized observations such as exact poses and velocities, even for occluded agents. This assumes that perception is solved and introduces a…