ENGLISH

Knowledge in Action: Logical Foundations for Specifying and Implementing Dynamical Systems

By Raymond Reiter

Book information

Publisher
The MIT Press
Year
2001
ISBN
9780262182188, 0-262-18218-1
Open Library ID
OL9723676M
Language
english
Format
PDF
Filesize
3 MB (3569962 bytes)
Edition
illustrated edition
Pages
445\445
Library
mexmat
Time added
2009-07-20 03:45:11

Description

Modeling and implementing dynamical systems is a central problem in artificial intelligence, robotics, software agents, simulation, decision and control theory, and many other disciplines. In recent years, a new approach to representing such systems, grounded in mathematical logic, has been developed within the AI knowledge-representation community. This book presents a comprehensive treatment of these ideas, basing its theoretical and implementation foundations on the situation calculus, a dialect of first-order logic. Within this framework, it develops many features of dynamical systems modeling, including time, processes, concurrency, exogenous events, reactivity, sensing and knowledge, probabilistic uncertainty, and decision theory. It also describes and implements a new family of high-level programming languages suitable for writing control programs for dynamical systems. Finally, it includes situation calculus specifications for a wide range of examples drawn from cognitive robotics, planning, simulation, databases, and decision theory, together with all the implementation code for these examples. This code is available on the book’s Web site.

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