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- W1575635913 abstract "This chapter discusses the improvement of decision making on the basis of experience. Decision making in general is subject to a trade-off between the sophistication of the procedure employed to make the decision, and the time and effort required to perform the analysis. Whether a more sophisticated procedure is worth using depends on whether the gain from its superior performance outweighs the extra cost. The key point about such trade-offs in the sophistication of the decision-making process is that, like the decisions themselves, they are highly dependent upon the particular planning environment. In the absence of a theory of the utility of decision-making sophistication as a function of the planning domain, the appropriate level of sophistication for a given domain must be determined empirically. The ability of a planner, in a decision making process, to adapt its decision-making to a domain depends in part upon its ability to optimize the trade-off between the sophistication of its decision procedures and their cost. As it is difficult to optimize this trade-off on a priori grounds alone, a planner should start with a relatively simple set of decision procedures and add complexity in response to experience gained in the application of its decision-making to real-world problems." @default.
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- W1575635913 date "1989-01-01" @default.
- W1575635913 modified "2023-09-26" @default.
- W1575635913 title "IMPROVING DECISION-MAKING ON THE BASIS OF EXPERIENCE" @default.
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- W1575635913 doi "https://doi.org/10.1016/b978-1-55860-036-2.50021-7" @default.
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