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Sequential decision making using expert advice

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1 Author(s)
T. H. Chung ; Dept. of Electr. Eng., Stanford Univ., CA

Presents a theory for sequentially choosing decisions by combining the suggestions of a fixed number of experts. the author takes a game theoretic approach and attempts to do as well as the best expert under worst case assumptions. Surprisingly, it is possible to do as well as if one knows the statistics of the system in advance. The author applies these results to the problem of how to gamble on a sequence of letters drawn from a finite alphabet

Published in:

Information Theory, 1994. Proceedings., 1994 IEEE International Symposium on

Date of Conference:

27 Jun-1 Jul 1994