Query-Efficient Imitation Learning for End-to-End Autonomous Driving

SafeDAgger: motivation and conceptual design Problem framing and goals At first glance the work tackles a familiar stumbling block in imitation learning: the mismatch between the states seen by an expert and those encountered by a learned controller....