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arXiv · 2505.14304

Minimal History-Deterministic Co-B\"uchi Automata: Congruences and Passive Learning

Christof Löding·Igor Walukiewicz
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Abstract

Abu Radi and Kupferman (2019) demonstrated the efficient minimization of history-deterministic (transition-based) co-B\"uchi automata, building on the results of Kuperberg and Skrzypczak (2015). We give a congruence-based description of these minimal automata, and a self-contained proof of its correctness. We use this description based on congruences to create a passive learning algorithm that can learn minimal history-deterministic co-B\"uchi automata from a set of labeled example words. The algorithm runs in polynomial time on a given set of examples, and there is a characteristic set of examples of polynomial size for each minimal history-deterministic co-B\"uchi automaton.

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Christof Löding, Igor Walukiewicz. 2025-05-20. Minimal History-Deterministic Co-B\"uchi Automata: Congruences and Passive Learning. https://arxiv.org/abs/2505.14304

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