Logical Foundations Of Artificial Intelligence
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Logical Foundations Of Artificial Intelligence
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Author : Michael R. Genesereth
language : en
Publisher: Morgan Kaufmann
Release Date : 2012-07-05
Logical Foundations Of Artificial Intelligence written by Michael R. Genesereth and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-05 with Computers categories.
Intended both as a text for advanced undergraduates and graduate students, and as a key reference work for AI researchers and developers, Logical Foundations of Artificial Intelligence is a lucid, rigorous, and comprehensive account of the fundamentals of artificial intelligence from the standpoint of logic. The first section of the book introduces the logicist approach to AI--discussing the representation of declarative knowledge and featuring an introduction to the process of conceptualization, the syntax and semantics of predicate calculus, and the basics of other declarative representations such as frames and semantic nets. This section also provides a simple but powerful inference procedure, resolution, and shows how it can be used in a reasoning system. The next several chapters discuss nonmonotonic reasoning, induction, and reasoning under uncertainty, broadening the logical approach to deal with the inadequacies of strict logical deduction. The third section introduces modal operators that facilitate representing and reasoning about knowledge. This section also develops the process of writing predicate calculus sentences to the metalevel--to permit sentences about sentences and about reasoning processes. The final three chapters discuss the representation of knowledge about states and actions, planning, and intelligent system architecture. End-of-chapter bibliographic and historical comments provide background and point to other works of interest and research. Each chapter also contains numerous student exercises (with solutions provided in an appendix) to reinforce concepts and challenge the learner. A bibliography and index complete this comprehensive work.
Handbook Of Logic In Artificial Intelligence And Logic Programming
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Author : Dov M. Gabbay
language : en
Publisher:
Release Date : 1993
Handbook Of Logic In Artificial Intelligence And Logic Programming written by Dov M. Gabbay and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Artificial intelligence categories.
Logical Foundations For Rule Based Systems
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Author : Antoni Ligeza
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-01-10
Logical Foundations For Rule Based Systems written by Antoni Ligeza and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-10 with Computers categories.
The book presents logical foundations for rule-based systems. An attempt has been made to provide an in-depth discussion of logical and other aspects of such systems, including languages for knowledge representation, inference mechanisms, inference control, design and verification. The ultimate goal was to provide a deeper theoretical insight into the nature of rule-based systems and put together the most complete presentation including details so frequently skipped in typical textbooks. The book may be useful to potentially wide audience, but it is aimed at providing specific knowledge for graduate, post-graduate and Ph.D. students, as well as knowledge engineers and research workers involved in the domain of AI. It also constitutes a summary of the Author’s research and experience gathered through several years of his research work.
Logical Foundations For Cognitive Agents
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Author : Hector J. Levesque
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Logical Foundations For Cognitive Agents written by Hector J. Levesque and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
It is a pleasure and an honor to be able to present this collection of papers to Ray Reiter on the occasion of his 60th birthday. To say that Ray's research has had a deep impact on the field of Artificial Intel ligence is a considerable understatement. Better to say that anyone thinking of do ing work in areas like deductive databases, default reasoning, diagnosis, reasoning about action, and others should realize that they are likely to end up proving corol laries to Ray's theorems. Sometimes studying related work makes us think harder about the way we approach a problem; studying Ray's work is as likely to make us want to drop our way of doing things and take up his. This is because more than a mere visionary, Ray has always been a true leader. He shows us how to proceed not by pointing from his armchair, but by blazing a trail himself, setting up camp, and waiting for the rest of us to arrive. The International Joint Conference on Ar tificial Intelligence clearly recognized this and awarded Ray its highest honor, the Research Excellence award in 1993, before it had even finished acknowledging all the founders of the field. The papers collected here sample from many of the areas where Ray has done pi oneering work. One of his earliest areas of application was databases, and this is re flected in the chapters by Bertossi et at. and the survey chapter by Minker.
Nonmonotonic Reasoning
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Author : Gerhard Brewka
language : en
Publisher: Cambridge University Press
Release Date : 1991-01-25
Nonmonotonic Reasoning written by Gerhard Brewka and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-01-25 with Computers categories.
This 1991 book gives an overview of different areas of research in nonmonotonic reasoning. The guiding principles are: clarification of the different research activities in the area and appreciation of the fact that these research activities often represent different means to the same ends, namely sound theoretical foundations and efficient computation.
Handbook Of Logic In Artificial Intelligence And Logic Programming Volume 1 Logic Foundations
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Author : Dov M. Gabbay
language : en
Publisher: Clarendon Press
Release Date : 1993-06-24
Handbook Of Logic In Artificial Intelligence And Logic Programming Volume 1 Logic Foundations written by Dov M. Gabbay and has been published by Clarendon Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-06-24 with Mathematics categories.
BL A comprehensive five volume work BL Sets the standard in reference for logic and artificial intelligence The Handbook of Logic in Artificial Intelligence and Logic Programming will be published in five volumes. The handbook comes in response to the growing need for an in-depth survey of the applications of logic in artificial intelligence and computer science. This first volume presents the logical foundations and deduction methodologies extensively used in AI.
Knowledge In Action
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Author : Raymond Reiter
language : en
Publisher: MIT Press
Release Date : 2001-07-27
Knowledge In Action written by Raymond Reiter and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-07-27 with Computers categories.
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.
Many Sorted Logic And Its Applications
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Author : K. Meinke
language : en
Publisher:
Release Date : 1993-03-09
Many Sorted Logic And Its Applications written by K. Meinke and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-03-09 with Computers categories.
Prominent experts present papers which discuss problems regarding this subject. Coverage includes case studies in the translation of logics for second-order and propositional dynamic logic; many-sorted algebras and equational logic; logical foundations of artificial intelligence along with a variety of methods that exist to encode information; program verification techniques such as Floyd-Hoare, intermittent assertion and temporal logic of programs.
Handbook Of Logic In Artificial Intelligence And Logic Programming Volume 1 Logic Foundations
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Author : Dov M. Gabbay
language : en
Publisher: Clarendon Press
Release Date : 1993-06-24
Handbook Of Logic In Artificial Intelligence And Logic Programming Volume 1 Logic Foundations written by Dov M. Gabbay and has been published by Clarendon Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-06-24 with Mathematics categories.
BL A comprehensive five volume work BL Sets the standard in reference for logic and artificial intelligence The Handbook of Logic in Artificial Intelligence and Logic Programming will be published in five volumes. The handbook comes in response to the growing need for an in-depth survey of the applications of logic in artificial intelligence and computer science. This first volume presents the logical foundations and deduction methodologies extensively used in AI.
Ai Aspects In Reasoning Languages And Computation
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Author : Adam Grabowski
language : en
Publisher: Springer Nature
Release Date : 2020-03-17
Ai Aspects In Reasoning Languages And Computation written by Adam Grabowski and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-17 with Technology & Engineering categories.
This book builds on decades of research and provides contemporary theoretical foundations for practical applications to intelligent technologies and advances in artificial intelligence (AI). Reflecting the growing realization that computational models of human reasoning and interactions can be improved by integrating heterogeneous information resources and AI techniques, its ultimate goal is to promote integrated computational approaches to intelligent computerized systems. The book covers a range of interrelated topics, in particular, computational reasoning, language, syntax, semantics, memory, and context information. The respective chapters use and develop logically oriented methods and techniques, and the topics selected are from those areas of logic that contribute to AI and provide its mathematical foundations. The intended readership includes researchers working in the areas of traditional logical foundations, and on new approaches to intelligent computational systems.