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Exact-Safe MPPI: Safety-Aware Sampling with Nonsmooth Control Barrier Functions

Coker, Alexander et al.
arXiv (All) · Papers
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systems-and-control
Model predictive path integral (MPPI) control plans actions by sampling and evaluating trajectories, but standard MPPI does not guarantee safety. Incorporating control barrier function (CBF) filters into each rollout allows the planner to account for safety corrections. However, combining multiple C
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