Missingness-MDPs: Bridging the Theory of Missing Data and POMDPs

Joshua Wendland, Markel Zubia, Roman Andriushchenko +6

We introduce missingness-MDPs (miss-MDPs), a novel subclass of partially observable Markov decision processes (POMDPs) that incorporates the theory of missing data. A miss-MDP is a…