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This paper deals with the application of dynamic programming to systems whose duration is uncertain, and which duration may or may not be a function of the decisionmaker's policy. It extends some of Bellman's work in that the transformed states at successive stages may not have the properties...
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In this technical note we examine a method of extending a problem over a finite set of actions, to a problem of maximising a function over a bi-product set. The solution set is characterised in terms of fixed point solutions and partial solutions, and two improvement algorithms are given.
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Existing approaches to the determination of the parameters for zero-one additive value functions can involve a large amount of work. This paper considers an alternative imbedding approach which allows the parameters to be determined to within an error range 1/K within K steps. In considering the...
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In this paper we look at some aspects of infinite horizon Markov decision processes in which information regarding parameter values is restricted to a finite time horizon, and in which decisions are based upon the finite horizon data but are recomputed as we move forward in time and gain...
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No abstract available.
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