Safe model-based Reinforcement Learning via Model Predictive Control and Control Barrier Functions

Kerim Dzhumageldyev, Filippo Airaldi, Azita Dabiri

Optimal control strategies are often combined with safety certificates to ensure both performance and safety in safety-critical systems. A prominent example is combining Model Pred…