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Volumn 1, Issue , 2011, Pages 484-489

Thompson sampling for dynamic multi-armed bandits

Author keywords

Bayesian Techniques; Learning Algorithms; Multi Armed Bandits

Indexed keywords

BAYESIAN TECHNIQUES; MODEL PROBLEMS; MULTI ARMED BANDIT; NEWS ARTICLES; ONLINE ADVERTISING; ORDER STATISTICS; PROBABILITY ESTIMATE; REAL-LIFE PROBLEMS; SAMPLING SCHEMES; STATE-OF-THE-ART APPROACH; THOMPSON;

EID: 84857881652     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2011.144     Document Type: Conference Paper
Times cited : (87)

References (13)
  • 1
    • 78549244167 scopus 로고    scopus 로고
    • Solving two-armed bernoulli bandit problems using a bayesian learning automaton
    • O.-C. Granmo, "Solving two-armed bernoulli bandit problems using a bayesian learning automaton," International Journal of Intelligent Computing and Cybernetics, vol. 2, no. 3, pp. 207-234, 2010.
    • (2010) International Journal of Intelligent Computing and Cybernetics , vol.2 , Issue.3 , pp. 207-234
    • Granmo, O.-C.1
  • 4
    • 0036568025 scopus 로고    scopus 로고
    • Finite-time analysis of the multiarmed bandit problem
    • DOI 10.1023/A:1013689704352, Computational Learning Theory
    • P. Auer, N. Cesa-Bianchi, and P. Fischer, "Finite time analysis of multiarmed bandit problem," Machine Learning, vol. 27, no. 2-3, pp. 235-256, 2002. (Pubitemid 34126111)
    • (2002) Machine Learning , vol.47 , Issue.2-3 , pp. 235-256
    • Auer, P.1    Cesa-Bianchi, N.2    Fischer, P.3
  • 5
    • 0000169010 scopus 로고
    • Bandit processes and dynamic allocation indices
    • J. C. Gittins, "Bandit processes and dynamic allocation indices," Journal of Royal Statistical Society. Series B, vol. 41, no. 2, pp. 148-177, 1979.
    • (1979) Journal of Royal Statistical Society. Series B , vol.41 , Issue.2 , pp. 148-177
    • Gittins, J.C.1
  • 6
    • 0001043843 scopus 로고
    • Restless bandits: Activity allocation in a changing world
    • [Online]. Available
    • P. Whittle, "Restless bandits: Activity allocation in a changing world,"Journal of Applied Probability, vol. 25, pp. pp. 287-298, 1988. [Online]. Available: http://www.jstor.org/stable/3214163
    • (1988) Journal of Applied Probability , vol.25 , pp. 287-298
    • Whittle, P.1
  • 9
    • 84898070003 scopus 로고    scopus 로고
    • Adapting to changing environment: The brownian restless bandits
    • A. Slivkins and E. Upfal, "Adapting to changing environment: the brownian restless bandits," in COLT, 2008.
    • (2008) COLT
    • Slivkins, A.1    Upfal, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.