Ali Shafiee

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cs.AI2026

Quantitative Analysis of $ω$ -Regular Robust MDPs

Ali Asadi, Krishnendu Chatterjee, Ehsan Kafshdar Goharshady +3

Robust Markov Decision Processes (RMDPs) generalize classical MDPs by allowing uncertainty in transition probabilities and optimizing against their worst-case realization. We consi…

cs.AI2025

Qualitative Analysis of $I ¨ $ -Regular Objectives on Robust MDPs

Ali Asadi, Krishnendu Chatterjee, Ehsan Kafshdar Goharshady +2

Robust Markov Decision Processes (RMDPs) generalize classical MDPs that consider uncertainties in transition probabilities by defining a set of possible transition functions. An ob…

Quantitative Analysis of ω-Regular Robust MDPs

Qualitative Analysis of I¨-Regular Objectives on Robust MDPs

Quantitative Analysis of $ω$ -Regular Robust MDPs

Qualitative Analysis of $I ¨ $ -Regular Objectives on Robust MDPs