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Representing Plans Under Uncertainty : A Logic of Time, Chance, and Action - Peter Haddawy

Representing Plans Under Uncertainty

A Logic of Time, Chance, and Action

Paperback Published: 28th February 1994
ISBN: 9783540576976
Number Of Pages: 134

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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.

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.

ISBN: 9783540576976
ISBN-10: 3540576975
Series: Lecture Notes in Computer Science
Audience: General
Format: Paperback
Language: English
Number Of Pages: 134
Published: 28th February 1994
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 0.81
Weight (kg): 0.22