Solving Robust POMDPs with Omega-regular Objectives via Partially Observable Stochastic Games
Robust POMDPs (RPOMDPs) generalize classical POMDPs to the setting where exact transition probabilities are not known -- rather, they are only known to belong to some uncertainty set of values. In this work, we study the problem of solving RPOMDPs with general omega-regular objectives, which subsume a broad class of ob...
D. Latha, Dion Reji, S. Akshay et al.
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