Browsing Computer Science by OzU Authors "Köken, Özlem Salehi"

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Implementing quantum finite automata algorithms on noisy devices

Birkan, U.; Köken, Özlem Salehi; Olejar, V.; Nurlu, C.; Yakaryılmaz, A. (Springer, 2021)

Quantum finite automata (QFAs) literature offers an alternative mathematical model for studying quantum systems with finite memory. As a superiority of quantum computing, QFAs have been shown exponentially more succinct ...
Language inference with multi-head automata through reinforcement learning

Şekerci, Alper; Köken, Özlem Salehi (IEEE, 2020)

The purpose of this paper is to use reinforcement learning to model learning agents which can recognize formal languages. Agents are modeled as simple multi-head automaton, a new model of finite automaton that uses multiple ...