Fast and frugal algorithms for adaptive policy
Cunningham, S.W.
van der Lei, T.E.
Dept. of Technol., Policy & Manage., Technol. Univ. of Delft, Netherlands;
This paper appears in: Systems, Man and Cybernetics, 2004 IEEE International Conference on
Publication Date: 10-13 Oct. 2004
Volume: 2,
On page(s): 1315- 1320 vol.2
ISSN: 1062-922X
ISBN: 0-7803-8566-7
INSPEC Accession Number: 8393396
Digital Object Identifier: 10.1109/ICSMC.2004.1399807
Current Version Published: 2005-03-07
Abstract
This paper reviews an ongoing debate about the nature of rationality. Contributions from both decision theorists as well as machine learning researchers are considered. New contributions to a standard judgment problem "the city inference problem" are presented. "Fast and frugal" algorithms, and their potential contributions to adaptive policymaking, are reviewed.
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