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

no code implementations • 27 Apr 2018 • Krishnendu Chatterjee, Adrián Elgyütt, Petr Novotný, Owen Rouillé

We consider the expectation optimization with probabilistic guarantee (EOPG) problem, where the goal is to optimize the expectation ensuring that the payoff is above a given threshold with at least a specified probability.

Decision Making Decision Making Under Uncertainty