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Beyond Planning: Differentiable Control-in-the-loop End-to-End Autonomous Driving

Wang, Zhidong et al.
arXiv (All) · Papers
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robotics
End-to-end autonomous driving has achieved remarkable progress by planning trajectories directly from raw sensor data. Yet the step from planning to control still relies on hand-tuned tracking controllers that block the gradient path from vehicle motion back to the network. This gap stems from non-d
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