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Imitation Learning of Avoidance Modes for Efficient Multimodal Model Predictive Control

Lee, Changyu et al.
arXiv (All) · Papers
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robotics
Multimodal model predictive control (MM-MPC) avoids local minima among moving obstacles by solving one optimal control problem (OCP) per combination of avoidance sides, so its computational cost grows exponentially with the number of decision-critical obstacles. We propose SideNet-MPC, which replace
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