Dongwhan Kim

Single-Instance Sampling for Computationally Efficient and Accurate Real-Time Task Space MPPI Control

This study presents a model predictive path integral (MPPI) method capable of conducting high-frequency real-time model predictive control (MPC) for robot manipulators. Real-time MPC-based manipulation holds significant potential for controlling an end-effector precisely and reactively while satisfy…