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cs.AI2025
Qualitative Analysis of -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…
cs.PL2025
Refuting Equivalence in Probabilistic Programs with Conditioning
Krishnendu Chatterjee, Ehsan Kafshdar Goharshady, Petr Novotný +1
We consider the problem of refuting equivalence of probabilistic programs, i.e., the problem of proving that two probabilistic programs induce different output distributions. We st…