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

Alexander Coker, Leilei Cui

Model predictive path integral (MPPI) control plans actions by sampling and evaluating trajectories, but standard MPPI does not guarantee safety. Incorporating control barrier func…