Abstract: This article extends safety assurance approaches for automated driving by explicitly acknowledging the complexity of the emergent system behavior. We introduce a framework for reasoning ...

Then, we consider the problem of chain collision avoidance as a Markov Decision Process problem in order to propose a reinforcement learning-based decision-making strategy and analyse the safety ...