INTELLIGENT PLANNING - A DECOMPOSITION AN D ABSTRACTION BASED APPROACH

Qiang Yang

ISBN 10: 3540619011 / ISBN 13: 9783540619017

Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1997

Ancien livre de bibliothèque. Salissures sur la tranche. Edition 1997. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Stains on the edge. Edition 1997. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # D-602-626

Synopsis:

"The central fact is that we are planning agents." (M. Bratman, Intentions, Plans, and Practical Reasoning, 1987, p. 2) Recent arguments to the contrary notwithstanding, it seems to be the case that people-the best exemplars of general intelligence that we have to date­ do a lot of planning. It is therefore not surprising that modeling the planning process has always been a central part of the Artificial Intelligence enterprise. Reasonable behavior in complex environments requires the ability to consider what actions one should take, in order to achieve (some of) what one wants­ and that, in a nutshell, is what AI planning systems attempt to do. Indeed, the basic description of a plan generation algorithm has remained constant for nearly three decades: given a desciption of an initial state I, a goal state G, and a set of action types, find a sequence S of instantiated actions such that when S is executed instate I, G is guaranteed as a result. Working out the details of this class of algorithms, and making the elabora­ tions necessary for them to be effective in real environments, have proven to be bigger tasks than one might have imagined.

From the Back Cover: This monograph on planning based on Artificial Intelligence methods may serve both as an advanced textbook and as a general reference book. AI planning is an active research and applications field concerned with action and plan representation, plan synthesis and reasoning, analysis of planning algorithms, plan execution and monitoring, and plan reuse and learning.
The book provides a clear, thorough coverage of key areas of classical AI planning. Its main theme is to build more intelligence on a set of basic algorithms and representations for planning. It presents advanced techniques for plan generation using decomposition and plan merging and for analyzing and comparing planning algorithms. The book contains illustrations, examples, algorithms, analyses, tables, and extensive references.

Bibliographic Details

Title: INTELLIGENT PLANNING - A DECOMPOSITION AN D ...
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Publication Date: 1997
Binding: Softcover
Condition: Très bon