no code implementations • 15 Jul 2022 • Sarah H. Q. Li, Assalé Adjé, Pierre-Loïc Garoche, Behçet Açıkmeşe
Leveraging insights from set theory, we generalize the rectangularity condition in classic robust MDP literature to a containment condition for all value operators, which is weaker and can be applied to a larger set of parameter-uncertain MDPs and contracting operators in dynamic programming.