Safe Exploration in Model-based Reinforcement Learning using Control Barrier Functions

Max H. Cohen, Calin Belta

This paper develops a model-based reinforcement learning (MBRL) framework for learning online the value function of an infinite-horizon optimal control problem while obeying safety…