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Fabian Hueger

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Preprint Aug 2026

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.

Liangyu Zhong, Joachim Sicking, Fabian Hueger et al. · 0 citations

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