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Le cadre PFU, un modèle et des algorithmes génériques pour la décision séquentielle incluant incertitudes, faisabilités et utilités

Abstract : The PFU framework is a generic framework, which allows sequential decisionmaking problems involving Plausibilities, Feasibilities, and Utilities to be represented and handled. It generalizes numerous frameworks that were proposed in the Artificial Intelligence community: satisfiability problems, constraint networks, Bayesian networks, influence diagrams, Markov decision processes, action planning... This article gives an overview of the work performed on the PFU framework, both in terms of model and algorithms.
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https://hal.inrae.fr/hal-02661485
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Submitted on : Saturday, May 30, 2020 - 10:22:28 PM
Last modification on : Wednesday, March 17, 2021 - 3:39:25 AM

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Cédric Pralet, Gérard Verfaillie, Thomas Schiex. Le cadre PFU, un modèle et des algorithmes génériques pour la décision séquentielle incluant incertitudes, faisabilités et utilités. Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, Lavoisier, 2010, 29 (1), pp.85-114. ⟨10.3166/tsi.29.85-114⟩. ⟨hal-02661485⟩

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