RoG-DAgger: Rollout-Guided Post-Training for End-to-End Driving
RoG-DAgger is introduced, a post-training framework that uses short-horizon kinematic rollouts to construct high-quality expert demonstrations in safety-critical states and aligns the expert's field of view with that of the student to provide student-compatible supervision.