Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-sum Objectives

Krishnendu Chatterjee, Adrián Elgyütt, Petr Novotný +1

Partially-observable Markov decision processes (POMDPs) with discounted-sum payoff are a standard framework to model a wide range of problems related to decision making under uncer…