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The Soar Cognitive Architecture

2019-08-20 Computers
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Release : 2019-08-20
Genre : Computers
Kind : eBook
Book Rating : 539/5 ( reviews)

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Book Synopsis The Soar Cognitive Architecture by : John E. Laird

Download or read book The Soar Cognitive Architecture written by John E. Laird. This book was released on 2019-08-20. Available in PDF, EPUB and Kindle. Book excerpt: The definitive presentation of Soar, one AI's most enduring architectures, offering comprehensive descriptions of fundamental aspects and new components. In development for thirty years, Soar is a general cognitive architecture that integrates knowledge-intensive reasoning, reactive execution, hierarchical reasoning, planning, and learning from experience, with the goal of creating a general computational system that has the same cognitive abilities as humans. In contrast, most AI systems are designed to solve only one type of problem, such as playing chess, searching the Internet, or scheduling aircraft departures. Soar is both a software system for agent development and a theory of what computational structures are necessary to support human-level agents. Over the years, both software system and theory have evolved. This book offers the definitive presentation of Soar from theoretical and practical perspectives, providing comprehensive descriptions of fundamental aspects and new components. The current version of Soar features major extensions, adding reinforcement learning, semantic memory, episodic memory, mental imagery, and an appraisal-based model of emotion. This book describes details of Soar's component memories and processes and offers demonstrations of individual components, components working in combination, and real-world applications. Beyond these functional considerations, the book also proposes requirements for general cognitive architectures and explicitly evaluates how well Soar meets those requirements.

Soar: A Cognitive Architecture in Perspective

2013-03-12 Psychology
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Release : 2013-03-12
Genre : Psychology
Kind : eBook
Book Rating : 264/5 ( reviews)

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Book Synopsis Soar: A Cognitive Architecture in Perspective by : J.A. Michon

Download or read book Soar: A Cognitive Architecture in Perspective written by J.A. Michon. This book was released on 2013-03-12. Available in PDF, EPUB and Kindle. Book excerpt: Soar: A Cognitive Architecture in Perspective represents a European perspective on Soar with the exception of the special contribution from Allen Newell arguing for Unified Theories of Cognition. The various papers derive from the work of the Soar Research Group that has been active at the University of Groningen, The Netherlands, since 1987. The work reported here has been inspired in particular by two topics that precipitated the group's interest in Soar in the first place -- road user behavior and the temporal organization of behavior, more specifically planning. At the same time, the various contributions go well beyond the simple use of Soar as a convenient medium for modeling human cognitive activity. In every paper one or more fundamental issues are raised that touch upon the very nature and consistency of Soar as an intelligent architecture. As a result the reader will learn about the operator implementation problem, chunking, multitasking, the need to constrain the depth of the goal stack, and induction, etc. Soar is still at a relatively early stage of development. It does, nevertheless, constitute an important breakthrough in the area of computer architectures for general intelligence. Soar shows one important direction that future efforts to build intelligent systems should take if they aim for a comprehensive, and psychologically meaningful, theory of cognition. This is argued in a powerful way by Newell in his contribution to this volume. For this reason, the Soar system will probably play an important integrative role within cognitive science in bringing together important subdomains of psychology, computer science, linguistics, and the neurosciences. Although Soar is not the only `architecture for intelligence', it is one of the most advanced and theoretically best motivated architectures presently available. Soar: A Cognitive Architecture in Perspective is of special interest to researchers in the domains of cognitive science, computer science and artificial intelligence, cognitive psychology, and the philosophy of mind.

Society Of Mind

1988-03-15 Psychology
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Release : 1988-03-15
Genre : Psychology
Kind : eBook
Book Rating : 135/5 ( reviews)

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Book Synopsis Society Of Mind by : Marvin Minsky

Download or read book Society Of Mind written by Marvin Minsky. This book was released on 1988-03-15. Available in PDF, EPUB and Kindle. Book excerpt: Computing Methodologies -- Artificial Intelligence.

Integrating Cognitive Architectures into Virtual Character Design

2016-06-06 Computers
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Release : 2016-06-06
Genre : Computers
Kind : eBook
Book Rating : 559/5 ( reviews)

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Book Synopsis Integrating Cognitive Architectures into Virtual Character Design by : Turner, Jeremy Owen

Download or read book Integrating Cognitive Architectures into Virtual Character Design written by Turner, Jeremy Owen. This book was released on 2016-06-06. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive architectures represent an umbrella term to describe ways in which the flow of thought can be engineered towards cerebral and behavioral outcomes. Cognitive Architectures are meant to provide top-down guidance, a knowledge base, interactive heuristics and concrete or fuzzy policies for which the virtual character can utilize for intelligent interaction with his/her/its situated virtual environment. Integrating Cognitive Architectures into Virtual Character Design presents emerging research on virtual character artificial intelligence systems and procedures and the integration of cognitive architectures. Emphasizing innovative methodologies for intelligent virtual character integration and design, this publication is an ideal reference source for graduate-level students, researchers, and professionals in the fields of artificial intelligence, gaming, and computer science.

Unified Theories of Cognition

1994 Psychology
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Release : 1994
Genre : Psychology
Kind : eBook
Book Rating : 016/5 ( reviews)

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Book Synopsis Unified Theories of Cognition by : Allen Newell

Download or read book Unified Theories of Cognition written by Allen Newell. This book was released on 1994. Available in PDF, EPUB and Kindle. Book excerpt: Newell introduces Soar, an architecture for general cognition. A pioneer system in AI, Soar is the first problem-solver to create its own subgoals and learn continuously from its own experience. Its ability to operate within the real-time constraints of intelligent behavior illustrates important characteristics of human cognition.

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