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Volumn , Issue , 2011, Pages

PAC-Bayesian analysis of contextual bandits

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN ANALYSIS; CONTEXTUAL BANDITTI; DATA DEPENDENT; LARGE AMOUNTS; MUTUAL INFORMATIONS; NUMBER OF STATE; REGRET BOUNDS; SCALINGS; SIDE INFORMATION; STOCHASTICS;

EID: 85162410127     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (42)

References (19)
  • 1
    • 0036568025 scopus 로고    scopus 로고
    • Finite-time analysis of the multiarmed bandit problem
    • Peter Auer, Nicolò Cesa-Bianchi, and Paul Fischer. Finite-time analysis of the multiarmed bandit problem. Machine Learning, 47, 2002a.
    • (2002) Machine Learning , vol.47
    • Auer, P.1    Cesa-Bianchi, N.2    Fischer, P.3
  • 6
    • 0028442413 scopus 로고
    • Associative reinforcement learning: Functions in k-DNF
    • Leslie Pack Kaelbling. Associative reinforcement learning: Functions in k-DNF. Machine Learning, 15, 1994.
    • (1994) Machine Learning , vol.15
    • Kaelbling, L.P.1
  • 9
    • 79551505096 scopus 로고    scopus 로고
    • PAC-Bayesian generalization error bounds for Gaussian process classification
    • Matthias Seeger. PAC-Bayesian generalization error bounds for Gaussian process classification. Journal of Machine Learning Research, 2002.
    • (2002) Journal of Machine Learning Research
    • Seeger, M.1
  • 17
    • 79957591834 scopus 로고    scopus 로고
    • Information theory of decisions and actions
    • Vassilis Cutsuridis, Amir Hussain, John G. Taylor, and Daniel Polani, editors. Springer
    • Naftali Tishby and Daniel Polani. Information theory of decisions and actions. In Vassilis Cutsuridis, Amir Hussain, John G. Taylor, and Daniel Polani, editors, Perception-Reason-Action Cycle: Models, Algorithms and Systems. Springer, 2010.
    • (2010) Perception-Reason-Action Cycle: Models, Algorithms and Systems
    • Tishby, N.1    Polani, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.