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Metareasoning and the problem of small worlds

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2 Author(s)
Laskey, K.B. ; Dept. of Syst. Eng., George Mason Univ., Fairfax, VA, USA ; Lehner, P.E.

Practical decision theoretic reasoning requires the construction of local, problem-specific models in which attention is confined to a restricted universe of propositions. Such a restricted universe is called a small world. Managing the construction and revision of small world models can itself be viewed as a meta-level decision problem. This paper presents a theoretical framework for understanding and analyzing many of the issues associated with the management of small world models

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Systems, Man and Cybernetics, IEEE Transactions on  (Volume:24 ,  Issue: 11 )