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- W1534300838 abstract "Publisher Summary This chapter presents an introduction to planning and meta-decision-making with uncertain nondeterministic actions using second-order probabilities. The decision problem is the task of choosing among a known set of known but uncertain alternatives each comprising a tree of actions with a set of ultimate outcome situations, their values, and the likelihoods of reaching them. The current believed decision problem may not represent the best model of the real decision problem, and if more information is added, the model may change to a new decision problem. Deciding whether to decide and act with the current decision problem, or whether to attempt to change the current problem by performing an information-gathering action, is a meta-decision problem. Meta-decision problems involving likelihood estimates are properly answered using confidence measures. If the agent has high confidence in its believed estimates of likelihoods, with known values, alternative sets and outcome sets, then it believes that learning more information will probably not change the decision problem in a significant manner." @default.
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- W1534300838 date "1992-01-01" @default.
- W1534300838 modified "2023-09-25" @default.
- W1534300838 title "An Introduction to Planning and Meta-Decision-Making with Uncertain Nondeterministic Actions using 2nd-Order Probabilities" @default.
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- W1534300838 doi "https://doi.org/10.1016/b978-0-08-049944-4.50051-3" @default.
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