Stable Transformer-Actor-Critic Model Predictive Control: A Contraction Analysis Approach

Antonio Marino, Valerio Modugno, Marco Cognetti

Actor-Critic Model Predictive Control (MPC) effectively addresses complex, non-convex control problems, but guaranteeing the closed-loop stability of sequence-based learning models…