Safe Reinforcement Learning via Probabilistic Shields

Nils Jansen, Bettina Könighofer, Sebastian Junges +2

This paper targets the efficient construction of a safety shield for decision making in scenarios that incorporate uncertainty. Markov decision processes (MDPs) are prominent model…