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Volumn 14, Issue 3, 2004, Pages 1424-1454

When can the two-armed bandit algorithm be trusted?

Author keywords

Asset allocation; Learning automata; P lya urn; Stochastic approximation; Two armed bandit algorithm

Indexed keywords


EID: 26844528216     PISSN: 10505164     EISSN: 10505164     Source Type: Journal    
DOI: 10.1214/105051604000000350     Document Type: Article
Times cited : (26)

References (17)
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    • (2000) Martingales and Markov Chains
    • Baldi, P.1    Mazliak, L.2    Priouret, P.3
  • 2
    • 0001408436 scopus 로고    scopus 로고
    • Asymptotic pseudo-trajectories, chain recurrent flows and stochastic approximations
    • BENAǏM, M. and HIRSCH, M. W. (1996). Asymptotic pseudo-trajectories, chain recurrent flows and stochastic approximations. J. Dynam. Differential Equations 8 141-176.
    • (1996) J. Dynam. Differential Equations , vol.8 , pp. 141-176
    • Benaǐm, M.1    Hirsch, M.W.2
  • 4
    • 0003571649 scopus 로고
    • Probabilités et Statistiques II. Problèmes à temps mobile
    • Masson, Paris, or (1986). Springer, New York
    • DACUNHA-CASTELLE, D. and DUFLO, M. (1983). Probabilités et Statistiques II. Problèmes à temps mobile. Masson, Paris, or (1986). Probability and Statistics II. Springer, New York.
    • (1983) Probability and Statistics II
    • Dacunha-Castelle, D.1    Duflo, M.2
  • 6
    • 84861255173 scopus 로고    scopus 로고
    • Decreasing step stochastic algorithms: A.s. behaviour of weighted empirical measures
    • FORT, J. C. and PAG̀ES, G. (2002). Decreasing step stochastic algorithms: A.s. behaviour of weighted empirical measures. Monte Carlo Methods Appl. 8 221-320.
    • (2002) Monte Carlo Methods Appl. , vol.8 , pp. 221-320
    • Fort, J.C.1    Pag̀es, G.2
  • 9
    • 0039998345 scopus 로고
    • Convergence of stochastic approximation procedures in the case of a regression equation with several roots
    • LAZAREV, V. A. (1992). Convergence of stochastic approximation procedures in the case of a regression equation with several roots. Problemy Pederachi Infonnatsii 28.
    • (1992) Problemy Pederachi Infonnatsii , pp. 28
    • Lazarev, V.A.1
  • 13
    • 24144477156 scopus 로고
    • On linear models with two absorbing barriers
    • NORMAN, M. F. (1968). On linear models with two absorbing barriers. J. Math. Psych. 5 225-241.
    • (1968) J. Math. Psych. , vol.5 , pp. 225-241
    • Norman, M.F.1
  • 14
    • 0001000786 scopus 로고
    • Nonconvergence to unstable points in urn models and stochastic approximations
    • PEMANTLE, R. (1990). Nonconvergence to unstable points in urn models and stochastic approximations. Ann. Probab. 18 698-712.
    • (1990) Ann. Probab. , vol.18 , pp. 698-712
    • Pemantle, R.1
  • 15
    • 0014580386 scopus 로고
    • Use of stochastic automata for parameter self-optimization with multi-modal perfomance criteria
    • SHAPIRO, I. J. and NARENDRA, K. S. (1969). Use of stochastic automata for parameter self-optimization with multi-modal perfomance criteria. IEEE Trans. Syst. Sci. and Cybern. SSC-5 352-360.
    • (1969) IEEE Trans. Syst. Sci. and Cybern. SSC-5 , pp. 352-360
    • Shapiro, I.J.1    Narendra, K.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.