Learning and Solving Regular Decision Processes

Eden Abadi, Ronen I. Brafman

Regular Decision Processes (RDPs) are a recently introduced model that extends MDPs with non-Markovian dynamics and rewards. The non-Markovian behavior is restricted to depend on r…