Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming

Dimitri P. Bertsekas

In this paper we describe a new conceptual framework that connects approximate Dynamic Programming (DP), Model Predictive Control (MPC), and Reinforcement Learning (RL). This frame…