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Decidability of blind Markov Decision Processes (joint work with K. Chatterjee, David Lurie and Raimundo Saona)

le 29 avril 2025

12h45
Manufacture des Tabacs
Salle MH003

Bruno Ziliotto, TSE

Abstract: We consider Markov Decision Processes where the decision-maker does not observe the state (blind MDPs), and study the computability of the value of the long-duration problem. We prove that, under some ergodic assumptions on the transition, the approximation of the long-duration value is a decidable problem. We also consider the extension of such a result to stochastic games.
Mis à jour le 16 avril 2025