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portada Knowledge in Action: Logical Foundations for Specifying and Implementing Dynamical Systems (The mit Press)
Type
Physical Book
Publisher
Author
Year
2001
Language
English
Pages
448
Format
Paperback
ISBN13
9780262527002
Categories

Knowledge in Action: Logical Foundations for Specifying and Implementing Dynamical Systems (The mit Press)

Raymond Reiter (Author) · The Mit Press · Paperback

Knowledge in Action: Logical Foundations for Specifying and Implementing Dynamical Systems (The mit Press) - Raymond Reiter

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Synopsis "Knowledge in Action: Logical Foundations for Specifying and Implementing Dynamical Systems (The mit Press) "

Specifying and implementing dynamical systems with the situation calculus.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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