Model Predictive Control via Probabilistic Inference: A Tutorial and Survey

Kohei Honda

This paper presents a tutorial and survey on Probabilistic Inference-based Model Predictive Control (PI-MPC). PI-MPC reformulates finite-horizon optimal control as inference over a…