The Soar Cognitive Architecture

Description

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. Review: good cognitve modelling book - This is very good book on cognitivr model with the framework of production system Called Soar. Book is based upon the author long time esearch results. Nice thing about Soar is Soar is open to use. Therefore,the reader can modelling his problem using Soar system. I have kindle version and this is good to read. Nice things of this book contans historical back ground of Soar approach and make comparison with other system like Act modelling. Now, I woud like to model of driving using Soar system. The book has wide perpective on cognition from problem Solving to emotion. So it is good to think about big pictures on human cognition. Fumio Mizoguchi, professor of Tokyo Unv. of Science. Review: Soar is the Bomb - I love the book. Expands the papers on Soar Cognitive Architecture and gives you an insight about Soar and Cognitive architectures in General. Newell would be proud of the book if he was alive. KUDOS soar, keep working towards a Unified theory of human-like cognition in Computational agents.