The Computational Evolution Of Cognitive Architectures
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The Computational Evolution Of Cognitive Architectures
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Author : Iuliia Kotseruba
language : en
Publisher: Oxford University Press
Release Date : 2025-06-30
The Computational Evolution Of Cognitive Architectures written by Iuliia Kotseruba and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-30 with Psychology categories.
What is the human mind, and how does it work? These questions have occupied humanity since antiquity but have only recently received rigorous scientific investigation. Cognitive architectures are complex software programs whose goal is to approach human-like behavior on a wide variety of tasks. This is accomplished by employing human-like, or at least human-plausible, mechanisms within an integrated framework that is claimed representative of human cognitive, perceptual, and movement capabilities. By examining how close their behavior is to human, they help us understand how the human mind and brain work. They contribute to our understanding as computational models that can be tested and whose details in turn provide insights on new aspects of the human brain and mind. This field of cognitive architectures emerged at the intersection of artificial intelligence and cognitive science and in less than fifty years has spawned hundreds of projects. In The Computational Evolution of Cognitive Architectures, the authors trace the evolution of cognitive architectures, their abilities, and future prospects, from their early logic-based beginnings to their recent melding of classic methodologies with deep learning concepts. Analyzing over 3000 publications on more than eighty cognitive architectures and hundreds more surveys, research papers, and opinion pieces spanning philosophy, cognitive science, computer science, and robotics, the authors aggregate their findings into broad themes, such as common components of the architectures, their organization, interaction, and relation to human cognitive abilities. They discuss both theoretical elements of cognitive architectures and their performance before finally considering the future of cognitive architectures and their challenges.
The Computational Evolution Of Cognitive Architectures
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Author : Iuliia Kotseruba
language : en
Publisher: Oxford University Press
Release Date : 2025-06-30
The Computational Evolution Of Cognitive Architectures written by Iuliia Kotseruba and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-30 with Psychology categories.
What is the human mind, and how does it work? These questions have occupied humanity since antiquity but have only recently received rigorous scientific investigation. Cognitive architectures are complex software programs whose goal is to approach human-like behavior on a wide variety of tasks. This is accomplished by employing human-like, or at least human-plausible, mechanisms within an integrated framework that is claimed representative of human cognitive, perceptual, and movement capabilities. By examining how close their behavior is to human, they help us understand how the human mind and brain work. They contribute to our understanding as computational models that can be tested and whose details in turn provide insights on new aspects of the human brain and mind. This field of cognitive architectures emerged at the intersection of artificial intelligence and cognitive science and in less than fifty years has spawned hundreds of projects. In The Computational Evolution of Cognitive Architectures, the authors trace the evolution of cognitive architectures, their abilities, and future prospects, from their early logic-based beginnings to their recent melding of classic methodologies with deep learning concepts. Analyzing over 3000 publications on more than eighty cognitive architectures and hundreds more surveys, research papers, and opinion pieces spanning philosophy, cognitive science, computer science, and robotics, the authors aggregate their findings into broad themes, such as common components of the architectures, their organization, interaction, and relation to human cognitive abilities. They discuss both theoretical elements of cognitive architectures and their performance before finally considering the future of cognitive architectures and their challenges.
The Soar Cognitive Architecture
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Author : John E. Laird
language : en
Publisher: MIT Press
Release Date : 2019-08-20
The Soar Cognitive Architecture written by John E. Laird and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-20 with Computers categories.
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.
How Can The Human Mind Occur In The Physical Universe
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Author : John R. Anderson
language : en
Publisher: Oxford University Press
Release Date : 2009-08-28
How Can The Human Mind Occur In The Physical Universe written by John R. Anderson and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-08-28 with Psychology categories.
"The question for me is how can the human mind occur in the physical universe. We now know that the world is governed by physics. We now understand the way biology nestles comfortably within that. The issue is how will the mind do that as well."--Allen Newell, December 4, 1991, Carnegie Mellon University The argument John Anderson gives in this book was inspired by the passage above, from the last lecture by one of the pioneers of cognitive science. Newell describes what, for him, is the pivotal question of scientific inquiry, and Anderson gives an answer that is emerging from the study of brain and behavior. Humans share the same basic cognitive architecture with all primates, but they have evolved abilities to exercise abstract control over cognition and process more complex relational patterns. The human cognitive architecture consists of a set of largely independent modules associated with different brain regions. In this book, Anderson discusses in detail how these various modules can combine to produce behaviors as varied as driving a car and solving an algebraic equation, but focuses principally on two of the modules: the declarative and procedural. The declarative module involves a memory system that, moment by moment, attempts to give each person the most appropriate possible window into his or her past. The procedural module involves a central system that strives to develop a set of productions that will enable the most adaptive response from any state of the modules. Newell argued that the answer to his question must take the form of a cognitive architecture, and Anderson organizes his answer around the ACT-R architecture, but broadens it by bringing in research from all areas of cognitive science, including how recent work in brain imaging maps onto the cognitive architecture.
Cognitive Computing And Internet Of Things
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Author : Lucas Paletta
language : en
Publisher: AHFE Conference
Release Date : 2025-07-26
Cognitive Computing And Internet Of Things written by Lucas Paletta and has been published by AHFE Conference this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-26 with Technology & Engineering categories.
Proceedings of the 16th International Conference on Applied Human Factors and Ergonomics and the Affiliated Conferences, Orlando, Florida, USA, 26-30 July 2025
The Cambridge Handbook Of Cognitive Science
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Author : Keith Frankish
language : en
Publisher: Cambridge University Press
Release Date : 2012-07-19
The Cambridge Handbook Of Cognitive Science written by Keith Frankish 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 2012-07-19 with Philosophy categories.
An authoritative, up-to-date survey of the state of the art in cognitive science, written for non-specialists.
Artificial Cognitive Systems
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Author : David Vernon
language : en
Publisher: MIT Press
Release Date : 2024-08-20
Artificial Cognitive Systems written by David Vernon and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-20 with Science categories.
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.
Computational Intelligence
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Author : David B. Fogel
language : en
Publisher: John Wiley & Sons
Release Date : 2003-06-16
Computational Intelligence written by David B. Fogel and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-16 with Computers categories.
The definitive survey of computational intelligence from luminaries in the field Computational intelligence is a fast-moving, multidisciplinary field - the nexus of diverse technical interest areas that include neural networks, fuzzy logic, and evolutionary computation. Keeping up with computational intelligence means understanding how it relates to an ever-expanding range of applications. This is the book that ties it all together - and puts that understanding well within your reach. In Computational Intelligence: The Experts Speak, editors David B. Fogel and Charles J. Robinson present an unmatched compilation of expanded papers from plenary and special lecturers attending the 2002 IEEE World Congress on Computational Intelligence. Collectively, these papers provide a compelling snapshot of the issues that define the industry, as observed by some of the top minds in the computational intelligence community. In a series of topical chapters, this comprehensive volume shows how current technology is shaping computational intelligence, and it delivers eye-opening insights into the field's future challenges. The research detailed here covers an array of leading-edge applications, from coevolutionary robotics to underwater sensors and cognitive science, in such areas as: Self-organizing systems Situation awareness Human-machine interaction Automatic control Data recognition Computational Intelligence also includes introductions to each grouping of contributions that provide helpful tutorials and discuss important parallels between topics. Whatever your role might be in this dynamic, influential field, this is the one reference that no practitioner of computational intelligence should be without.
Characterizing Human Psychological Adaptations
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Author : CIBA Foundation Symposium
language : en
Publisher: Wiley
Release Date : 1997-10-13
Characterizing Human Psychological Adaptations written by CIBA Foundation Symposium and has been published by Wiley this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-10-13 with Science categories.
This book contains chapters by some of the leading figures in the field of evolutionary psychology. The latest data are presented on evolutionary theories in perception, information, various aspects of social behaviour, language, learning and aggression. A common theme running through the printed discussions in this book is the important problem of how we can develop and test rigorous characterizations of evolved mental adaptations.
Cognitive Architecture
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Author : Fouad Sabry
language : en
Publisher: One Billion Knowledgeable
Release Date : 2023-06-23
Cognitive Architecture written by Fouad Sabry and has been published by One Billion Knowledgeable this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-23 with Computers categories.
What Is Cognitive Architecture The term "cognitive architecture" can refer to both a theory about the structure of the human mind as well as a computational implementation of such a theory that is utilized in the fields of artificial intelligence (AI) and computational cognitive science. The term "cognitive architecture" can also be used interchangeably with "psychological architecture." The formalized models can be utilized both for the purpose of further refining an all-encompassing theory of cognition as well as for the development of a practical artificial intelligence program. The ACT-R and SOAR cognitive architectures are examples of successful cognitive architectures. Allen Newell is credited as being the one who first started the research on cognitive architectures as a software implementation of cognitive theories in the year 1990. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Cognitive Architecture Chapter 2: Cognitive Science Chapter 3: Connectionism Chapter 4: ACT-R Chapter 5: Unified Theories of Cognition Chapter 6: Computational Cognition Chapter 7: Computational Theory of Mind Chapter 8: CLARION (cognitive architecture) Chapter 9: LIDA (cognitive architecture) Chapter 10: Differentiable Neural Computer (II) Answering the public top questions about cognitive architecture. (III) Real world examples for the usage of cognitive architecture in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of cognitive architecture' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of cognitive architecture.