The Soar Cognitive Architecture PDF
By:John E. Laird
Published on 2012-04-13 by MIT Press
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.
This Book was ranked at 36 by Google Books for keyword Architecture.
Book ID of The Soar Cognitive Architecture's Books is Z9bxCwAAQBAJ, Book which was written byJohn E. Lairdhave ETAG "zAPKrO8w6EU"
Book which was published by MIT Press since 2012-04-13 have ISBNs, ISBN 13 Code is 9780262300353 and ISBN 10 Code is 0262300354
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Book which have "390 Pages" is Printed at BOOK under CategoryComputers
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