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cs.LG2026
A Unifying Framework of Concept-based Explainable AI with Completeness Guarantees
Vojtěch Kůr, Adam Kukučka, Tomáš Brázdil +1
Concept-based explanations describe neural network predictions through human-understandable properties of inputs called concepts. The field encompasses approaches that differ in ho…
cs.MA2026
Multiagent Stochastic Shortest Path Problem
Martin Jonáš, Antonín Kučera, Vojtěch Kůr +2
We introduce and study the multi-agent stochastic shortest path (MSSP) problem, in which agents strive to reach a target state, aiming to minimize the expected time to reach th…