Artificial Cognitive Systems
A concise introduction to a complex field, bringing together recent work in cognitive science and cognitive robotics to offer a solid grounding on key issues.
This book offers a concise and accessible introduction to the emerging field of artificial cognitive systems. Cognition, both natural and artificial, is about anticipating the need for action and developing the capacity to predict the outcome of those actions. Drawing on artificial intelligence, developmental psychology, and cognitive neuroscience, the field of artificial cognitive systems has as its ultimate goal the creation of computer-based systems that can interact with humans and serve society in a variety of ways. This primer brings together recent work in cognitive science and cognitive robotics to offer readers a solid grounding on key issues.
The book first develops a working definition of cognitive systems—broad enough to encompass multiple views of the subject and deep enough to help in the formulation of theories and models. It surveys the cognitivist, emergent, and hybrid paradigms of cognitive science and discusses cognitive architectures derived from them. It then turns to the key issues, with chapters devoted to autonomy, embodiment, learning and development, memory and prospection, knowledge and representation, and social cognition. Ideas are introduced in an intuitive, natural order, with an emphasis on the relationships among ideas and building to an overview of the field. The main text is straightforward and succinct; sidenotes drill deeper on specific topics and provide contextual links to further reading.
Hardcover$50.00 X ISBN: 9780262028387 288 pp. | 9 in x 8 in 27 line drawings
Given the current popularity of 'cognitive computing' in industry and in academia alike, it is indeed very timely to present a broad overview of computational cognitive systems, and, in particular, computational cognitive architectures. The author offers a wide-ranging survey of interesting ideas relevant to this emerging field. I recommend this book to anyone interested in the state of the art of this area of study, and in how general principles of the brain/mind may be articulated and applied.
Professor of Cognitive Sciences, Rensselaer Polytechnic Institute; author of Duality of the Mind
David Vernon covers all the bases in this fascinating primer on constructing cognitive agents. For possibly the first time, the many different approaches and views of what ingredients are necessary to build an artificial cognitive system, and what it means to be cognitive, are discussed. A tour de force!
Jeffrey L. Krichmar
Professor, Department of Cognitive Sciences and Department of Computer Science, University of California, Irvine
Fresh and inspiring! This book flies you over some of the most exciting new frontiers of artificial cognitive systems, such as embodiment, emergence, and development. I recommend it to anybody who is interested in a casual tour of artificial cognition, which is now fundamentally different from 25 years ago!
Professor of Computer Science, Cognition and Neuroscience, Michigan State University; author of Natural and Artificial Intelligence