The Creation Of A Conscious Machine

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Human and Machine Consciousness

Author : David Gamez
Publisher : Open Book Publishers
ISBN 13 : 1783743018
Total Pages : 205 pages
Book Rating : 4.7/5 (837 download)

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Book Synopsis Human and Machine Consciousness by : David Gamez

Download or read book Human and Machine Consciousness written by David Gamez and published by Open Book Publishers. This book was released on 2018-03-07 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consciousness is widely perceived as one of the most fundamental, interesting and difficult problems of our time. However, we still know next to nothing about the relationship between consciousness and the brain and we can only speculate about the consciousness of animals and machines. Human and Machine Consciousness presents a new foundation for the scientific study of consciousness. It sets out a bold interpretation of consciousness that neutralizes the philosophical problems and explains how we can make scientific predictions about the consciousness of animals, brain-damaged patients and machines. Gamez interprets the scientific study of consciousness as a search for mathematical theories that map between measurements of consciousness and measurements of the physical world. We can use artificial intelligence to discover these theories and they could make accurate predictions about the consciousness of humans, animals and artificial systems. Human and Machine Consciousness also provides original insights into unusual conscious experiences, such as hallucinations, religious experiences and out-of-body states, and demonstrates how ‘designer’ states of consciousness could be created in the future. Gamez explains difficult concepts in a clear way that closely engages with scientific research. His punchy, concise prose is packed with vivid examples, making it suitable for the educated general reader as well as philosophers and scientists. Problems are brought to life in colourful illustrations and a helpful summary is given at the end of each chapter. The endnotes provide detailed discussions of individual points and full references to the scientific and philosophical literature.

Creation of a Conscious Robot

Author : Junichi Takeno
Publisher : CRC Press
ISBN 13 : 9814364509
Total Pages : 270 pages
Book Rating : 4.8/5 (143 download)

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Book Synopsis Creation of a Conscious Robot by : Junichi Takeno

Download or read book Creation of a Conscious Robot written by Junichi Takeno and published by CRC Press. This book was released on 2012-08-07 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Present-day computers lack well-defined functions to accept various kinds of sensual information such as vision, hearing, and smelling (binding problem). Computers also lack any well-defined mechanisms to coordinate various behaviors in the presence of an object (conscious mechanism). This book serves as a breakthrough that opens a new world. Using

The Road to Conscious Machines

Author : Michael Wooldridge
Publisher : Pelican
ISBN 13 : 9780241333907
Total Pages : 416 pages
Book Rating : 4.3/5 (339 download)

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Book Synopsis The Road to Conscious Machines by : Michael Wooldridge

Download or read book The Road to Conscious Machines written by Michael Wooldridge and published by Pelican. This book was released on 2021-03-04 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Beings

Author : Jacques Pitrat
Publisher : John Wiley & Sons
ISBN 13 : 1118617843
Total Pages : 279 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Artificial Beings by : Jacques Pitrat

Download or read book Artificial Beings written by Jacques Pitrat and published by John Wiley & Sons. This book was released on 2013-03-01 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is almost universally agreed that consciousness and possession of a conscience are essential characteristics of human intelligence. While some believe it to be impossible to create artificial beings possessing these traits, and conclude that ultimate major goal of Artificial Intelligence is hopeless, this book demonstrates that not only is it possible to create entities with capabilities in both areas, but that they demonstrate them in ways different from our own, thereby showing a new kind of consciousness. This latter characteristic affords such entities performance beyond the reach of humans, not for lack of intelligence, but because human intelligence depends on networks of neurons which impose processing restrictions which do not apply to computers. At the beginning of the investigation of the creation of an artificial being, the main goal was not to study the possibility of whether a conscious machine would possess a conscience. However, experimental data indicate that many characteristics implemented to improve efficiency in such systems are linked to these capacities. This implies that when they are present it is because they are essential to the desired performance improvement. Moreover, since the goal is not to imitate human behavior, some of these structural characteristics are different from those displayed by the neurons of the human brain - suggesting that we are at the threshold of a new scientific field, artificial cognition, which formalizes methods for giving cognitive capabilities to artificial entities through the full use of the computational power of machines.

Machine Dreaming and Consciousness

Author : J. F. Pagel
Publisher : Academic Press
ISBN 13 : 0128037423
Total Pages : 232 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Machine Dreaming and Consciousness by : J. F. Pagel

Download or read book Machine Dreaming and Consciousness written by J. F. Pagel and published by Academic Press. This book was released on 2017-04-13 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Dreaming and Consciousness is the first book to discuss the questions raised by the advent of machine dreaming. Artificial intelligence (AI) systems meeting criteria of primary and self-reflexive consciousness are often utilized to extend the human interface, creating waking experiences that resemble the human dream. Surprisingly, AI systems also easily meet all human-based operational criteria for dreaming. These "dreams are far different from anthropomorphic dreaming, including such processes as fuzzy logic, liquid illogic, and integration instability, all processes that may be necessary in both biologic and artificial systems to extend creative capacity. Today, multi-linear AI systems are being built to resemble the structural framework of the human central nervous system. The creation of the biologic framework of dreaming (emotions, associative memories, and visual imagery) is well within our technical capacity. AI dreams potentially portend the further development of consciousness in these systems. This focus on AI dreaming raises even larger questions. In many ways, dreaming defines our humanity. What is humanly special about the states of dreaming? And what are we losing when we limit our focus to its technical and biologic structure, and extend the capacity for dreaming into our artificial creations? Machine Dreaming and Consciousness provides thorough discussion of these issues for neuroscientists and other researchers investigating consciousness and cognition. - Addresses the function and role of dream-like processing in AI systems - Describes the functions of dreaming in the creative process of both humans and machines - Presents an alternative approach to the philosophy of machine consciousness - Provides thorough discussion of machine dreaming and consciousness for neuroscientists and other researchers investigating consciousness and cognition

The Creation of a Conscious Machine

Author : Jean E. Tardy
Publisher : Stylus Publishing, LLC
ISBN 13 : 150151833X
Total Pages : 294 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis The Creation of a Conscious Machine by : Jean E. Tardy

Download or read book The Creation of a Conscious Machine written by Jean E. Tardy and published by Stylus Publishing, LLC. This book was released on 2023-12-30 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a groundbreaking journey into the world of Generative AI technology and offers an in-depth look at the prospect of AI achieving consciousness. The book navigates through various historical and modern perspectives on AI, from ancient myths to the Turing Test to the latest in technological advancements. It covers the theoretical and practical aspects of creating a conscious AI, including the specifications for synthetic consciousness and the integration of AI with human cognition. The book questions whether generative AI can meet the traditional criteria of consciousness and how this might be realized. FEATURES Specifies the design choices and implementation strategies that must be followed to successfully build machines that are conscious Explores the entire spectrum of AI development, from ancient origins to the potential future of conscious machines Offers a critical examination of the Turing Test, its variations, and its relevance to modern AI Provides insights into the potential paths and challenges in achieving synthetic consciousness in AI

Consciousness And Robot Sentience (Second Edition)

Author : Pentti O Haikonen
Publisher : World Scientific
ISBN 13 : 981120506X
Total Pages : 264 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Consciousness And Robot Sentience (Second Edition) by : Pentti O Haikonen

Download or read book Consciousness And Robot Sentience (Second Edition) written by Pentti O Haikonen and published by World Scientific. This book was released on 2019-05-23 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: THIS BOOK is the fully revised and updated second edition of 'Consciousness and Robot Sentience'. With lots of new material, it will provide new insights into artificial intelligence (AI) and machine consciousness, beyond materials published in the first edition. The organization of this book has been streamlined for better clarity and continuity of the lines of arguments.The perspective of AI has been added to this edition. It is shown that contemporary AI has a hidden problem, which prevents it from becoming a true intelligent agent. A self-evident solution to this problem is given in this book.This solution is surprisingly connected with the concepts of qualia, the mind-body problem and consciousness. These are the hard problems of consciousness that so far have been without viable solution. Unfortunately, the solution to the hidden problem of AI cannot be satisfactorily implemented, unless the phenomena of qualia and consciousness are first understood. In this book an explanation of consciousness is presented, one that rejects material and immaterial substances, dualism, panpsychism, emergence and metaphysics. What remains is obvious. This explanation excludes consciousness in digital computers, but allows the artificial creation of consciousness in one natural-like way, by associative non-computational neural networks.The proof of a theory calls for empirical verification. In this case, the proof could be in the form of a sentient robot. This book describes a step towards this in the form of the author's small experimental robot XCR-1. This robot has evolved through the years, and has now new cognitive abilities, which are described.

The Age of Spiritual Machines

Author : Ray Kurzweil
Publisher : Penguin
ISBN 13 : 1101077883
Total Pages : 404 pages
Book Rating : 4.1/5 (1 download)

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Book Synopsis The Age of Spiritual Machines by : Ray Kurzweil

Download or read book The Age of Spiritual Machines written by Ray Kurzweil and published by Penguin. This book was released on 2000-01-01 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: NATIONAL BESTSELLER • Bold futurist Ray Kurzweil, author of The Singularity Is Near, offers a framework for envisioning the future of machine intelligence—“a book for anyone who wonders where human technology is going next” (The New York Times Book Review). “Kurzweil offers a thought-provoking analysis of human and artificial intelligence and a unique look at a future in which the capabilities of the computer and the species that invented it grow ever closer.”—BILL GATES Imagine a world where the difference between man and machine blurs, where the line between humanity and technology fades, and where the soul and the silicon chip unite. This is not science fiction. This is the twenty-first century according to Ray Kurzweil, the “restless genius” (The Wall Street Journal), “ultimate thinking machine” (Forbes), and inventor of the most innovative and compelling technology of our era. In his inspired hands, life in the new millennium no longer seems daunting. Instead, it promises to be an age in which the marriage of human sensitivity and artificial intelligence fundamentally alters and improves the way we live. More than just a list of predictions, Kurzweil’s prophetic blueprint for the future guides us through the inexorable advances that will result in: • Computers exceeding the memory capacity and computational ability of the human brain (with human-level capabilities not far behind) • Relationships with automated personalities who will be our teachers, companions, and lovers • Information fed straight into our brains along direct neural pathways Eventually, the distinction between humans and computers will have become sufficiently blurred that when the machines claim to be conscious, we will believe them.

The Creation of a Conscious Machine

Author : Jean E. Tardy
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1501518313
Total Pages : 229 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis The Creation of a Conscious Machine by : Jean E. Tardy

Download or read book The Creation of a Conscious Machine written by Jean E. Tardy and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-12-22 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a groundbreaking journey into the world of Generative AI technology and offers an in-depth look at the prospect of AI achieving consciousness. The book navigates through various historical and modern perspectives on AI, from ancient myths to the Turing Test to the latest in technological advancements. It covers the theoretical and practical aspects of creating a conscious AI, including the specifications for synthetic consciousness and the integration of AI with human cognition. The book questions whether generative AI can meet the traditional criteria of consciousness and how this might be realized. FEATURES Specifies the design choices and implementation strategies that must be followed to successfully build machines that are conscious Explores the entire spectrum of AI development, from ancient origins to the potential future of conscious machines Offers a critical examination of the Turing Test, its variations, and its relevance to modern AI Provides insights into the potential paths and challenges in achieving synthetic consciousness in AI

Beyond Zero and One

Author : Andrew Smart
Publisher : OR Books
ISBN 13 : 1682190072
Total Pages : 270 pages
Book Rating : 4.6/5 (821 download)

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Book Synopsis Beyond Zero and One by : Andrew Smart

Download or read book Beyond Zero and One written by Andrew Smart and published by OR Books. This book was released on 2015-12-03 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Andrew Smart deftly shows why it’s time for us to think deeply about thinking machines before they begin thinking deeply about us.” —Douglas Rushkoff, author, Escaping the Growth Trap,Present Shock, and Program or Be Programmed “Provocative and cool.” —Cory Doctorow “Forget the Turing test—will the supersmart AIs that we hear so much about these days pass the acid test? In this playful, informative, and prescient book, Andrew Smart brings psychedelics into dialogue with neuroscience in order to challenge the whiz-bang computational views of human and machine sentience that dominate the headlines. Giving robots LSD sounds like a joke, but Smart is dead serious in his critique of the hidden and sometimes dangerous biases that underlie both popular and scientific fantasies of digital minds.” —Erik Davis, host of “Expanding Mind” and author, Techgnosis: Myth, Magic, and Mysticism in the Age of Information “Philosophy, psychedelics, robots, and the future; consciousness and intelligence, what else do you desire? Here you will see why those machines that reach singularity will be smarter than us and take over the world—and shall need to be conscious…and maybe they can only be conscious if they are human enough. The thesis of the book, and the path shown us by Smart, leads to a great trip, of imagination and philosophy, of maths and neuroscience.” —Dr. Tristan Bekinschtein, Lecturer, Department of Psychology, University of Cambridge Can we build a robot that trips on acid? This is not a frivolous question, according to neuroscientist Andrew Smart. If we can’t, he argues, we haven’t really created artificial intelligence. In an exposition reminiscent of crossover works such as Gödel, Escher, Bach and Fermat’s Last Theorem, Andrew Smart weaves together Mangarevan binary numbers, the discovery of LSD, Leibniz, computer programming, and much more to connect the vast but largely forgotten world of psychedelic research with the resurgent field of AI and the attempt to build conscious robots. A book that draws on the history of mathematics, philosophy, and digital technology, Beyond Zero and One challenges fundamental assumptions underlying artificial intelligence. Is the human brain based on computation? Can information alone explain human consciousness and intelligence? Smart convincingly makes the case that true intelligence, and artificial intelligence, requires an appreciation of what is beyond the computational.

The Creation of a Conscious Machine

Author : J E Tardy
Publisher :
ISBN 13 : 9782981677693
Total Pages : 230 pages
Book Rating : 4.6/5 (776 download)

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Book Synopsis The Creation of a Conscious Machine by : J E Tardy

Download or read book The Creation of a Conscious Machine written by J E Tardy and published by . This book was released on 2018-03-07 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Creation of a Conscious Machine surveys the millennial quest to create an intelligent artifact, concludes that consciousness is the key to achieve this goal and proposes an understanding of Artificial Consciousness that is suitable for machine implementation. The text describes how achieving the goal of Artificial Intelligence will yield extraordinary intellectual benefits and deep insights into the human condition. It examines past attempts, from ancient times until today, to define intelligence and implement it, drawing useful lessons from each. In particular, the Turing Test, the current and most influential measure of Artificial Intelligence, is the subject of an in depth analysis. Ultimately, the author also rejects the Turing Test, and the concept of a test itself, as an inadequate measure of machine intelligence. Basing himself on this analysis, the author concludes that humans will only consider a machine to be truly intelligent if they also perceive it to be conscious. To realize the quest of Artificial Intelligence, it is thus necessary to implement consciousness. The author concludes by proposing a definition of Artificial Consciousness expressed as specification objectives that are suitable for software implementation. This makes it possible to build, today, the first generation of synthetic conscious beings.

The Feeling of Life Itself

Author : Christof Koch
Publisher : MIT Press
ISBN 13 : 0262042819
Total Pages : 277 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis The Feeling of Life Itself by : Christof Koch

Download or read book The Feeling of Life Itself written by Christof Koch and published by MIT Press. This book was released on 2019-09-24 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thought-provoking argument that consciousness—more widespread than previously assumed—is the feeling of being alive, not a type of computation or a clever hack In The Feeling of Life Itself, Christof Koch offers a straightforward definition of consciousness as any subjective experience, from the most mundane to the most exalted—the feeling of being alive. Psychologists study which cognitive operations underpin a given conscious perception. Neuroscientists track the neural correlates of consciousness in the brain, the organ of the mind. But why the brain and not, say, the liver? How can the brain—three pounds of highly excitable matter, a piece of furniture in the universe, subject to the same laws of physics as any other piece—give rise to subjective experience? Koch argues that what is needed to answer these questions is a quantitative theory that starts with experience and proceeds to the brain. In The Feeling of Life Itself, Koch outlines such a theory, based on integrated information. Koch describes how the theory explains many facts about the neurology of consciousness and how it has been used to build a clinically useful consciousness meter. The theory predicts that many, and perhaps all, animals experience the sights and sounds of life; consciousness is much more widespread than conventionally assumed. Contrary to received wisdom, however, Koch argues that programmable computers will not have consciousness. Even a perfect software model of the brain is not conscious. Its simulation is fake consciousness. Consciousness is not a special type of computation—it is not a clever hack. Consciousness is about being.

Your Brain Is a Time Machine: The Neuroscience and Physics of Time

Author : Dean Buonomano
Publisher : W. W. Norton & Company
ISBN 13 : 0393247953
Total Pages : 357 pages
Book Rating : 4.3/5 (932 download)

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Book Synopsis Your Brain Is a Time Machine: The Neuroscience and Physics of Time by : Dean Buonomano

Download or read book Your Brain Is a Time Machine: The Neuroscience and Physics of Time written by Dean Buonomano and published by W. W. Norton & Company. This book was released on 2017-04-04 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Beautifully written, eloquently reasoned…Mr. Buonomano takes us off and running on an edifying scientific journey." —Carol Tavris, Wall Street Journal In Your Brain Is a Time Machine, leading neuroscientist Dean Buonomano embarks on an "immensely engaging" exploration of how time works inside the brain (Barbara Kiser, Nature). The human brain, he argues, is a complex system that not only tells time, but creates it; it constructs our sense of chronological movement and enables "mental time travel"—simulations of future and past events. These functions are essential not only to our daily lives but to the evolution of the human race: without the ability to anticipate the future, mankind would never have crafted tools or invented agriculture. This virtuosic work of popular science will lead you to a revelation as strange as it is true: your brain is, at its core, a time machine.

Beyond AI

Author : J. Storrs Hall, Ph.D
Publisher : Prometheus Books
ISBN 13 : 1615920382
Total Pages : 408 pages
Book Rating : 4.6/5 (159 download)

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Book Synopsis Beyond AI by : J. Storrs Hall, Ph.D

Download or read book Beyond AI written by J. Storrs Hall, Ph.D and published by Prometheus Books. This book was released on 2009-09-25 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: With a 30-year career in artificial intelligence (AI) and computer science, Hall reviews the history of AI, predicting the probable achievements in the near future and provides an intriguing glimpse into the astonishing possibilities and dilemmas on the horizon.

Artificial You

Author : Susan Schneider
Publisher : Princeton University Press
ISBN 13 : 0691216746
Total Pages : 192 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Artificial You by : Susan Schneider

Download or read book Artificial You written by Susan Schneider and published by Princeton University Press. This book was released on 2021-04-13 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Humans may not be Earth's most intelligent beings for much longer: the world champions of chess, Go, and Jeopardy! are now all AIs. Given the rapid pace of progress in AI, many predict that it could advance to human-level intelligence within the next several decades. From there, it could quickly outpace human intelligence. What do these developments mean for the future of the mind? In Artificial You, Susan Schneider says that it is inevitable that AI will take intelligence in new directions, but urges that it is up to us to carve out a sensible path forward. As AI technology turns inward, reshaping the brain, as well as outward, potentially creating machine minds, it is crucial to beware. Homo sapiens, as mind designers, will be playing with "tools" they do not understand how to use: the self, the mind, and consciousness. Schneider argues that an insufficient grasp of the nature of these entities could undermine the use of AI and brain enhancement technology, bringing about the demise or suffering of conscious beings. To flourish, we must grasp the philosophical issues lying beneath the algorithms. At the heart of her exploration is a sober-minded discussion of what AI can truly achieve: Can robots really be conscious? Can we merge with AI, as tech leaders like Elon Musk and Ray Kurzweil suggest? Is the mind just a program? Examining these thorny issues, Schneider proposes ways we can test for machine consciousness, questions whether consciousness is an unavoidable byproduct of sophisticated intelligence, and considers the overall dangers of creating machine minds."--Provided by publisher.

God, Human, Animal, Machine

Author : Meghan O'Gieblyn
Publisher : Anchor
ISBN 13 : 0525562710
Total Pages : 305 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis God, Human, Animal, Machine by : Meghan O'Gieblyn

Download or read book God, Human, Animal, Machine written by Meghan O'Gieblyn and published by Anchor. This book was released on 2022-07-12 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: A strikingly original exploration of what it might mean to be authentically human in the age of artificial intelligence, from the author of the critically-acclaimed Interior States. • "At times personal, at times philosophical, with a bracing mixture of openness and skepticism, it speaks thoughtfully and articulately to the most crucial issues awaiting our future." —Phillip Lopate “[A] truly fantastic book.”—Ezra Klein For most of human history the world was a magical and enchanted place ruled by forces beyond our understanding. The rise of science and Descartes's division of mind from world made materialism our ruling paradigm, in the process asking whether our own consciousness—i.e., souls—might be illusions. Now the inexorable rise of technology, with artificial intelligences that surpass our comprehension and control, and the spread of digital metaphors for self-understanding, the core questions of existence—identity, knowledge, the very nature and purpose of life itself—urgently require rethinking. Meghan O'Gieblyn tackles this challenge with philosophical rigor, intellectual reach, essayistic verve, refreshing originality, and an ironic sense of contradiction. She draws deeply and sometimes humorously from her own personal experience as a formerly religious believer still haunted by questions of faith, and she serves as the best possible guide to navigating the territory we are all entering.

Consciousness in Humanoid Robots

Author : Antonio Chella
Publisher : Frontiers Media SA
ISBN 13 : 2889458660
Total Pages : 218 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Consciousness in Humanoid Robots by : Antonio Chella

Download or read book Consciousness in Humanoid Robots written by Antonio Chella and published by Frontiers Media SA. This book was released on 2019-06-05 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building a conscious robot is a scientific and technological challenge. Debates about the possibility of conscious robots and the related positive outcomes and hazards for human beings are today no longer confined to philosophical circles. Robot consciousness is a research field aimed at a two-part goal: on the one hand, scholars working in robot consciousness take inspiration from biological consciousness to build robots that present forms of experiential and functional consciousness. On the other hand, scholars employ robots as tools to better understand biological consciousness. Thus, part one of the goal concerns the replication of aspects of biological consciousness in robots, by unifying a variety of approaches from AI and robotics, cognitive robotics, epigenetic and affective robotics, situated and embodied robotics, developmental robotics, anticipatory systems, and biomimetic robotics. Part two of the goal is pursued by employing robots to advance and mark progress in the study of consciousness in humans and animals. Notably, neuroscientists involved in the study of consciousness do not exclude the possibility that robots may be conscious. This eBook comprises a collection of thirteen manuscripts and an Editorial published by Frontiers in Robotics and Artificial Intelligence, under the section Humanoid Robotics, and Frontiers in Neurorobotics, on the topic “Consciousness in Humanoid Robots.” This compendium aims at collating the most recent theoretical studies, models, and case studies of machine consciousness that take the humanoid robot as a frame of reference. The content in the articles may be applied to many different kinds of robots, and to software agents as well.