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Learning Vision-Based Agile Gap Traversal: Differentiable Simulation with a Warm-Started Critic

Gerdpratoom, Nuthasith et al.
arXiv (All) · Papers
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i-2-6i-2-9roboticssystems-and-control
Traversing narrow gaps is challenging for autonomous quadrotors, especially when control commands come directly from high-dimensional visual observations. Existing end-to-end methods often rely on behavior cloning or full-rollout backpropagation through time (BPTT) via differentiable simulation, whi
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