Upper-confidence-bound algorithms for active learning in multi-armed bandits

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

Standard

Upper-confidence-bound algorithms for active learning in multi-armed bandits. / Carpentier, Alexandra; Lazaric, Alessandro; Ghavamzadeh, Mohammad et al.
Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings. 2011. p. 189-203 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6925 LNAI).

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

Harvard

Carpentier, A, Lazaric, A, Ghavamzadeh, M, Munos, R & Auer, P 2011, Upper-confidence-bound algorithms for active learning in multi-armed bandits. in Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6925 LNAI, pp. 189-203, 22nd International Conference on Algorithmic Learning Theory, ALT 2011, Espoo, Finland, 5/10/11. https://doi.org/10.1007/978-3-642-24412-4_17

APA

Carpentier, A., Lazaric, A., Ghavamzadeh, M., Munos, R., & Auer, P. (2011). Upper-confidence-bound algorithms for active learning in multi-armed bandits. In Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings (pp. 189-203). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6925 LNAI). https://doi.org/10.1007/978-3-642-24412-4_17

Vancouver

Carpentier A, Lazaric A, Ghavamzadeh M, Munos R, Auer P. Upper-confidence-bound algorithms for active learning in multi-armed bandits. In Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings. 2011. p. 189-203. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-24412-4_17

Author

Carpentier, Alexandra ; Lazaric, Alessandro ; Ghavamzadeh, Mohammad et al. / Upper-confidence-bound algorithms for active learning in multi-armed bandits. Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings. 2011. pp. 189-203 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

Bibtex - Download

@inproceedings{62621cb35bc4460bbedd8f8642ab4fab,
title = "Upper-confidence-bound algorithms for active learning in multi-armed bandits",
author = "Alexandra Carpentier and Alessandro Lazaric and Mohammad Ghavamzadeh and R{\'e}mi Munos and Peter Auer",
year = "2011",
month = oct,
day = "20",
doi = "10.1007/978-3-642-24412-4_17",
language = "English",
isbn = "9783642244117",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "189--203",
booktitle = "Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings",
note = "22nd International Conference on Algorithmic Learning Theory, ALT 2011 ; Conference date: 05-10-2011 Through 07-10-2011",

}

RIS (suitable for import to EndNote) - Download

TY - GEN

T1 - Upper-confidence-bound algorithms for active learning in multi-armed bandits

AU - Carpentier, Alexandra

AU - Lazaric, Alessandro

AU - Ghavamzadeh, Mohammad

AU - Munos, Rémi

AU - Auer, Peter

PY - 2011/10/20

Y1 - 2011/10/20

UR - http://www.scopus.com/inward/record.url?scp=80054099140&partnerID=8YFLogxK

U2 - 10.1007/978-3-642-24412-4_17

DO - 10.1007/978-3-642-24412-4_17

M3 - Conference contribution

AN - SCOPUS:80054099140

SN - 9783642244117

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 189

EP - 203

BT - Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings

T2 - 22nd International Conference on Algorithmic Learning Theory, ALT 2011

Y2 - 5 October 2011 through 7 October 2011

ER -

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