Artificial Cognitive Architecture With Self Learning And Self Optimization Capabilities

Author : Gerardo Beruvides
Publisher : Springer
ISBN 13 : 3030039498
Total Pages : 195 pages
Book Rating : 4.93/5 ( download)

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Download or read book Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities written by Gerardo Beruvides and published by Springer. This book was released on 2018-12-14 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces three key issues: (i) development of a gradient-free method to enable multi-objective self-optimization; (ii) development of a reinforcement learning strategy to carry out self-learning and finally, (iii) experimental evaluation and validation in two micromachining processes (i.e., micro-milling and micro-drilling). The computational architecture (modular, network and reconfigurable for real-time monitoring and control) takes into account the analysis of different types of sensors, processing strategies and methodologies for extracting behavior patterns from representative process’ signals. The reconfiguration capability and portability of this architecture are supported by two major levels: the cognitive level (core) and the executive level (direct data exchange with the process). At the same time, the architecture includes different operating modes that interact with the process to be monitored and/or controlled. The cognitive level includes three fundamental modes such as modeling, optimization and learning, which are necessary for decision-making (in the form of control signals) and for the real-time experimental characterization of complex processes. In the specific case of the micromachining processes, a series of models based on linear regression, nonlinear regression and artificial intelligence techniques were obtained. On the other hand, the executive level has a constant interaction with the process to be monitored and/or controlled. This level receives the configuration and parameterization from the cognitive level to perform the desired monitoring and control tasks.

Author : James Crowder
Publisher : Springer Science & Business Media
ISBN 13 : 1461480728
Total Pages : 273 pages
Book Rating : 4.23/5 ( download)

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Download or read book Artificial Cognition Architectures written by James Crowder and published by Springer Science & Business Media. This book was released on 2013-08-13 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this book is to establish the foundation, principles, theory, and concepts that are the backbone of real, autonomous Artificial Intelligence. Presented here are some basic human intelligence concepts framed for Artificial Intelligence systems. These include concepts like Metacognition and Metamemory, along with architectural constructs for Artificial Intelligence versions of human brain functions like the prefrontal cortex. Also presented are possible hardware and software architectures that lend themselves to learning, reasoning, and self-evolution

Author : Maria Isabel Aldinhas Ferreira
Publisher : Springer
ISBN 13 : 3319975501
Total Pages : 278 pages
Book Rating : 4.04/5 ( download)

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Download or read book Cognitive Architectures written by Maria Isabel Aldinhas Ferreira and published by Springer. This book was released on 2018-09-03 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an integrated framework for natural and artificial cognition by highlighting the fundamental role played by the cognitive architecture in the dialectics with the surrounding environment and consequently in the definition of a particular meaningful world. This book is also about embodied and non-embodied artificial systems, cognitive architectures that are human constructs, meant to be able to populate the human world, capable of identifying different life contexts and replicating human patterns of behavior capable of acting according to human values and conventions, systems that perform tasks in a human-like way. By identifying the essential phenomena at the core of all forms of cognition, the book addresses the topic of design of artificial cognitive architectures in the domains of robotics and artificial life. Moving from mere bio-inspired design methodology it aims to open a pathway to semiotically determined design.

Author : Spyros G. Tzafestas
Publisher : CRC Press
ISBN 13 : 1000795675
Total Pages : 344 pages
Book Rating : 4.77/5 ( download)

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Download or read book An Introduction to Robophilosophy Cognition, Intelligence, Autonomy, Consciousness, Conscience, and Ethics written by Spyros G. Tzafestas and published by CRC Press. This book was released on 2022-09-01 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern robots have arrived at a very matured state both in their mechanical / control aspects and their mental aspects. An Introduction to Robophilosophy explores the philosophical questions that arise in the development, creation, and use of mental – anthropomorphic and zoomorphic- robots that are capable of semiautonomous / autonomous operation, decision making and human-like action, being able to socially interact with humans and exhibit behavior similar to human beings or animals. Coverage first presents fundamental concepts, and an overview of philosophy, philosophy of science, and philosophy of technology. The six principal mental capabilities of modern robots, namely cognition, intelligence, autonomy, consciousness, conscience, and ethics are then studied from a philosophical point of view. They actually represent the product of technological embodiment of cognitive features to robots. Overall, readers are provided a consolidated thorough investigation of the philosophical aspects of these mental capabilities when embedded to robots. This book will serve as an ideal educational source in engineering and robotics courses as well as an introductory reference for researchers in the field of robotics, and it includes a rich bibliography.

Author : Dimitris Kiritsis
Publisher : Frontiers Media SA
ISBN 13 : 2889665836
Total Pages : 124 pages
Book Rating : 4.39/5 ( download)

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Download or read book Data-Driven Cognitive Manufacturing - Applications in Predictive Maintenance and Zero Defect Manufacturing written by Dimitris Kiritsis and published by Frontiers Media SA. This book was released on 2021-03-10 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : David Vernon
Publisher : MIT Press
ISBN 13 : 0262552876
Total Pages : 284 pages
Book Rating : 4.75/5 ( download)

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Download or read book Artificial Cognitive Systems written by David Vernon and published by MIT Press. This book was released on 2024-08-20 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.98/5 ( download)

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Download or read book Rapport written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Farzin Forouzani Fard
Publisher : Elyasbook
ISBN 13 : 6005727796
Total Pages : 547 pages
Book Rating : 4.91/5 ( download)

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Download or read book Handbook of Artificial intelligence in psychology written by Farzin Forouzani Fard and published by Elyasbook. This book was released on 2024-01-14 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the vast expanse of human understanding, few domains captivate and baffle as much as the interplay between artificial intelligence (AI) and the intricacies of human psychology. It signifies the merging of two separate realms, each teeming with its unique complexities, mysterious enigmas, and profound implications. Our journey through this book manifests as an exploration, a quest to reveal the intricate dimensions of intellect, language, emotions, cognition, character, and neuropsychology in this AI-defined era.

Author : Kurt VanLehn
Publisher : Psychology Press
ISBN 13 : 9780805804065
Total Pages : 454 pages
Book Rating : 4.64/5 ( download)

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Download or read book Architectures for Intelligence written by Kurt VanLehn and published by Psychology Press. This book was released on 1991 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 1991. Routledge is an imprint of Taylor & Francis, an informa company.

Author : John Laird
Publisher : MIT Press
ISBN 13 : 0262122960
Total Pages : 391 pages
Book Rating : 4.62/5 ( download)

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Download or read book The Soar Cognitive Architecture written by John Laird and published by MIT Press. This book was released on 2012 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soar is a cognitive architecture that integrates knowledge-intensive reasoning, reactive execution, hierarchical reasoning, planning, and learning from experience. This book describes details of Soars component memories and processes and offers demonstrations of individual components, components working in combination, and real-world applications.