A Control Barrier Function-Constrained Model Predictive Control Framework for Safe Reinforcement Learning

Ali Umut Kaypak, Prashanth Krishnamurthy, Farshad Khorrami

Ensuring safety under unknown and stochastic dynamics remains a significant challenge in reinforcement learning (RL). In this paper, we propose a model predictive control (MPC)-bas…