One-Step Model Predictive Path Integral for Manipulator Motion Planning Using Configuration Space Distance Fields

Yulin Li, Tetsuro Miyazaki, Kenji Kawashima

Motion planning for robotic manipulators is a fundamental problem in robotics. Classical optimization-based methods typically rely on the gradients of signed distance fields (SDFs)…