Reinforcement Learning with Ensemble Model Predictive Safety Certification

Sven Gronauer, Tom Haider, Felippe Schmoeller da Roza +1

Reinforcement learning algorithms need exploration to learn. However, unsupervised exploration prevents the deployment of such algorithms on safety-critical tasks and limits real-w…