Safety-Constrained Reinforcement Learning for MDPs

Sebastian Junges, Nils Jansen, Christian Dehnert +2

We consider controller synthesis for stochastic and partially unknown environments in which safety is essential. Specifically, we abstract the problem as a Markov decision process…