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Representing Plans Under Uncertainty

  • Kartonierter Einband
  • 148 Seiten
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This monograph integrates AI and decision-theoretic approaches to the representation of planning problems by developing a first-or... Weiterlesen
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Beschreibung

This monograph integrates AI and decision-theoretic approaches to the representation of planning problems by developing a first-order logic of time, chance, and action for representing and reasoning about plans. The semantics of the logic incorporates intuitive properties of time, chance, and action central to the planning problem. The logical language integrates both modal and probabilistic constructs and allows quantification over time points, probability values, and domain individuals. The language can represent the chance that facts hold and events occur at various times and that actions and other events affect the future. An algorithm for the problem of building construction planning is developed and the logic is used to prove the algorithm correct.

Inhalt
Ontology.- The logic of time, chance, and action.- Proof theory.- Properties of actions.- Goals and utilities.- Describing and reasoning about planning problems.- Planning example.- Construction planning system.- Related work.- Conclusions.

Produktinformationen

Titel: Representing Plans Under Uncertainty
Untertitel: A Logic of Time, Chance, and Action
Autor:
EAN: 9783540576976
ISBN: 3540576975
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Genre: Informatik
Anzahl Seiten: 148
Gewicht: 236g
Größe: H235mm x B155mm x T8mm
Jahr: 1994
Untertitel: Englisch
Auflage: 1994

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