MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems

Elifnur Sunger; Yunus Bicer; Deniz Erdogmus; Tales Imbiriba

doi:10.1609/aaai.v39i27.35064

MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems

Elifnur Sunger
, Yunus Bicer
, Deniz Erdogmus
, Tales Imbiriba

Computer Science

Northeastern University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Special Track on AI Alignment
Editors	Toby Walsh, Julie Shah, Zico Kolter
Publisher	Association for the Advancement of Artificial Intelligence
Pages	28422-28430
Number of pages	9
Edition	27
ISBN (Electronic)	157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 157735897X, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978, 9781577358978
DOIs	https://doi.org/10.1609/aaai.v39i27.35064
State	Published - Apr 11 2025
Event	39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025 - Philadelphia, United States Duration: Feb 25 2025 → Mar 4 2025

Publication series

Name	Proceedings of the AAAI Conference on Artificial Intelligence
Number	27
Volume	39
ISSN (Print)	2159-5399
ISSN (Electronic)	2374-3468

Conference

Conference	39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025
Country/Territory	United States
City	Philadelphia
Period	2/25/25 → 3/4/25

ASJC Scopus Subject Areas

Artificial Intelligence

Access to Document

10.1609/aaai.v39i27.35064

Cite this

Sunger, E., Bicer, Y., Erdogmus, D., & Imbiriba, T. (2025). MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems. In T. Walsh, J. Shah, & Z. Kolter (Eds.), Special Track on AI Alignment (27 ed., pp. 28422-28430). (Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 39, No. 27). Association for the Advancement of Artificial Intelligence. https://doi.org/10.1609/aaai.v39i27.35064

MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems. / Sunger, Elifnur; Bicer, Yunus; Erdogmus, Deniz et al.
Special Track on AI Alignment. ed. / Toby Walsh; Julie Shah; Zico Kolter. 27. ed. Association for the Advancement of Artificial Intelligence, 2025. p. 28422-28430 (Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 39, No. 27).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sunger, E, Bicer, Y, Erdogmus, D & Imbiriba, T 2025, MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems. in T Walsh, J Shah & Z Kolter (eds), Special Track on AI Alignment. 27 edn, Proceedings of the AAAI Conference on Artificial Intelligence, no. 27, vol. 39, Association for the Advancement of Artificial Intelligence, pp. 28422-28430, 39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025, Philadelphia, United States, 2/25/25. https://doi.org/10.1609/aaai.v39i27.35064

Sunger E, Bicer Y, Erdogmus D, Imbiriba T. MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems. In Walsh T, Shah J, Kolter Z, editors, Special Track on AI Alignment. 27 ed. Association for the Advancement of Artificial Intelligence. 2025. p. 28422-28430. (Proceedings of the AAAI Conference on Artificial Intelligence; 27). doi: 10.1609/aaai.v39i27.35064

Sunger, Elifnur ; Bicer, Yunus ; Erdogmus, Deniz et al. / MarkovType : A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems. Special Track on AI Alignment. editor / Toby Walsh ; Julie Shah ; Zico Kolter. 27. ed. Association for the Advancement of Artificial Intelligence, 2025. pp. 28422-28430 (Proceedings of the AAAI Conference on Artificial Intelligence; 27).

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MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems

Publication series

Conference

ASJC Scopus Subject Areas

Access to Document

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