Projection-Retraction MPPI: Exact Constraint-Manifold Control for Manipulators

Seulchan Lee, Leesai Park, Minhyeong Kang +1

Model Predictive Path Integral (MPPI) control is widely used in manipulation for its gradient-free, parallel handling of non-convex costs. Manipulation tasks, however, often impose…