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L1-MPPI: L1 Adaptive Model Predictive Path Integral for Agile UAV Control

Kotek, Lukáš et al.
arXiv (All) · Papers
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robotics
This work proposes the L1 Adaptive Model Predictive Path Integral (L1-MPPI). It cascades L1 adaptive control with the Model Predictive Path Integral (MPPI) to improve tracking of high-speed UAV trajectories. Thanks to the L1augmentation, the tracking remains accurate even under model uncertainties a
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