Theoretical Foundations of Artificial General Intelligence

Theoretical Foundations of Artificial General Intelligence PDF Author: Pei Wang
Publisher: Springer Science & Business Media
ISBN: 9491216627
Category : Computers
Languages : en
Pages : 332

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Book Description
This book is a collection of writings by active researchers in the field of Artificial General Intelligence, on topics of central importance in the field. Each chapter focuses on one theoretical problem, proposes a novel solution, and is written in sufficiently non-technical language to be understandable by advanced undergraduates or scientists in allied fields. This book is the very first collection in the field of Artificial General Intelligence (AGI) focusing on theoretical, conceptual, and philosophical issues in the creation of thinking machines. All the authors are researchers actively developing AGI projects, thus distinguishing the book from much of the theoretical cognitive science and AI literature, which is generally quite divorced from practical AGI system building issues. And the discussions are presented in a way that makes the problems and proposed solutions understandable to a wide readership of non-specialists, providing a distinction from the journal and conference-proceedings literature. The book will benefit AGI researchers and students by giving them a solid orientation in the conceptual foundations of the field (which is not currently available anywhere); and it would benefit researchers in allied fields by giving them a high-level view of the current state of thinking in the AGI field. Furthermore, by addressing key topics in the field in a coherent way, the collection as a whole may play an important role in guiding future research in both theoretical and practical AGI, and in linking AGI research with work in allied disciplines

Artificial General Intelligence

Artificial General Intelligence PDF Author: Ben Goertzel
Publisher: Springer Science & Business Media
ISBN: 3540686770
Category : Computers
Languages : en
Pages : 518

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Book Description
“Only a small community has concentratedon general intelligence. No one has tried to make a thinking machine . . . The bottom line is that we really haven’t progressed too far toward a truly intelligent machine. We have collections of dumb specialists in small domains; the true majesty of general intelligence still awaits our attack. . . . We have got to get back to the deepest questions of AI and general intelligence. . . ” –MarvinMinsky as interviewed in Hal’s Legacy, edited by David Stork, 2000. Our goal in creating this edited volume has been to ?ll an apparent gap in the scienti?c literature, by providing a coherent presentation of a body of contemporary research that, in spite of its integral importance, has hitherto kept a very low pro?le within the scienti?c and intellectual community. This body of work has not been given a name before; in this book we christen it “Arti?cial General Intelligence” (AGI). What distinguishes AGI work from run-of-the-mill “arti?cial intelligence” research is that it is explicitly focused on engineering general intelligence in the short term. We have been active researchers in the AGI ?eld for many years, and it has been a pleasure to gather together papers from our colleagues working on related ideas from their own perspectives. In the Introduction we give a conceptual overview of the AGI ?eld, and also summarize and interrelate the key ideas of the papers in the subsequent chapters.

Theoretical Foundations of Artificial General Intelligence

Theoretical Foundations of Artificial General Intelligence PDF Author: Pei Wang
Publisher: Springer Science & Business Media
ISBN: 9491216627
Category : Computers
Languages : en
Pages : 332

Get Book Here

Book Description
This book is a collection of writings by active researchers in the field of Artificial General Intelligence, on topics of central importance in the field. Each chapter focuses on one theoretical problem, proposes a novel solution, and is written in sufficiently non-technical language to be understandable by advanced undergraduates or scientists in allied fields. This book is the very first collection in the field of Artificial General Intelligence (AGI) focusing on theoretical, conceptual, and philosophical issues in the creation of thinking machines. All the authors are researchers actively developing AGI projects, thus distinguishing the book from much of the theoretical cognitive science and AI literature, which is generally quite divorced from practical AGI system building issues. And the discussions are presented in a way that makes the problems and proposed solutions understandable to a wide readership of non-specialists, providing a distinction from the journal and conference-proceedings literature. The book will benefit AGI researchers and students by giving them a solid orientation in the conceptual foundations of the field (which is not currently available anywhere); and it would benefit researchers in allied fields by giving them a high-level view of the current state of thinking in the AGI field. Furthermore, by addressing key topics in the field in a coherent way, the collection as a whole may play an important role in guiding future research in both theoretical and practical AGI, and in linking AGI research with work in allied disciplines

Artificial General Intelligence

Artificial General Intelligence PDF Author: Ben Goertzel
Publisher: Springer
ISBN: 9783540804932
Category : Computers
Languages : en
Pages : 509

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Book Description
“Only a small community has concentratedon general intelligence. No one has tried to make a thinking machine . . . The bottom line is that we really haven’t progressed too far toward a truly intelligent machine. We have collections of dumb specialists in small domains; the true majesty of general intelligence still awaits our attack. . . . We have got to get back to the deepest questions of AI and general intelligence. . . ” –MarvinMinsky as interviewed in Hal’s Legacy, edited by David Stork, 2000. Our goal in creating this edited volume has been to ?ll an apparent gap in the scienti?c literature, by providing a coherent presentation of a body of contemporary research that, in spite of its integral importance, has hitherto kept a very low pro?le within the scienti?c and intellectual community. This body of work has not been given a name before; in this book we christen it “Arti?cial General Intelligence” (AGI). What distinguishes AGI work from run-of-the-mill “arti?cial intelligence” research is that it is explicitly focused on engineering general intelligence in the short term. We have been active researchers in the AGI ?eld for many years, and it has been a pleasure to gather together papers from our colleagues working on related ideas from their own perspectives. In the Introduction we give a conceptual overview of the AGI ?eld, and also summarize and interrelate the key ideas of the papers in the subsequent chapters.

Engineering General Intelligence, Part 1

Engineering General Intelligence, Part 1 PDF Author: Ben Goertzel
Publisher: Springer
ISBN: 9462390274
Category : Computers
Languages : en
Pages : 418

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Book Description
The work outlines a novel conceptual and theoretical framework for understanding Artificial General Intelligence and based on this framework outlines a practical roadmap for the development of AGI with capability at the human level and ultimately beyond.

Artificial General Intelligence

Artificial General Intelligence PDF Author: Ben Goertzel
Publisher: Springer Nature
ISBN: 3030937585
Category : Computers
Languages : en
Pages : 379

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Book Description
This book constitutes the refereed proceedings of the 14th International Conference on Artificial General Intelligence, AGI 2021, held as a hybrid event in San Francisco, CA, USA, in October 2021. The 36 full papers presented in this book were carefully reviewed and selected from 50 submissions. The papers cover topics from foundations of AGI, to AGI approaches and AGI ethics, to the roles of systems biology, goal generation, and learning systems, and so much more.

Artificial General Intelligence

Artificial General Intelligence PDF Author: Patrick Hammer
Publisher: Springer Nature
ISBN: 3031334698
Category : Computers
Languages : en
Pages : 380

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Book Description
This book constitutes the refereed proceedings of the 16th International Conference on Artificial General Intelligence, AGI 2023, held in Stockholm, Sweden in June 2023. The 35 full papers and one short paper presented in this book were carefully reviewed and selected from 72 submissions. The papers cover topics from foundations of AGI, to AGI approaches and AGI ethics, to the roles of systems biology, goal generation, and learning systems, and so much more.

Artificial General Intelligence (AGI)

Artificial General Intelligence (AGI) PDF Author: Hesham Mohamed Elsherif
Publisher: Eldonusa
ISBN:
Category : Computers
Languages : en
Pages : 0

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Book Description
In an era where technological advancements are not just milestones but everyday occurrences, the concept of Artificial General Intelligence (AGI) stands as a beacon of both awe and mystery. This book is an endeavor to demystify AGI and explore its multifaceted impact on the very fabric of human existence. The journey towards understanding AGI is akin to exploring a vast, uncharted galaxy. Each chapter in this book serves as a guiding star, leading readers through the complex cosmos of AGI. We begin by defining AGI, not just as a technological construct but as a paradigm shift in our approach to intelligence, both artificial and human. As we delve into the chapters, we explore how AGI transcends the boundaries of traditional computing and ventures into the realms of ethics, philosophy, and even art. The discussion is not confined to the theoretical aspects but extends to practical implications. How will AGI affect our daily lives, from the way we learn in our educational institutions to how we interact in our libraries, marketplaces, and social gatherings? The answers are both enlightening and cautionary. A significant portion of this book is dedicated to addressing the societal and ethical implications of AGI. What does it mean for employment, privacy, and personal freedom? How do we ensure that AGI benefits humanity as a whole rather than becoming a tool for the few? These are some of the critical questions we address, providing thought-provoking insights and possible solutions. Throughout this journey, we have endeavored to present a balanced view, highlighting the potential of AGI to revolutionize industries, enhance our capabilities, and even solve some of our most pressing global challenges. Yet, we remain acutely aware of the risks and uncertainties that accompany such a powerful technology. The preface would not be complete without acknowledging the contributions of experts from various fields who have enriched this book with their insights and experiences. Their diverse perspectives have been instrumental in painting a comprehensive picture of AGI and its potential trajectory. As you turn these pages, we invite you to embark on this journey with an open mind and a curious heart. The path to understanding AGI is as much about exploring the outer realms of technological possibility as it is about introspecting our inner values and aspirations. Whether you are a student, a professional, or simply someone intrigued by the future of technology, this book aims to equip you with a deeper understanding and a nuanced perspective of Artificial General Intelligence. Welcome to a journey into the future, a journey into the heart of AGI. Dr. Hesham Mohamed Elsherif

Advances in Artificial General Intelligence

Advances in Artificial General Intelligence PDF Author: Ben Goertzel
Publisher: IOS Press
ISBN: 1586037587
Category : Computers
Languages : en
Pages : 304

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Book Description
Examines the creation of software programs displaying broad, deep, human-style general intelligence. This work features papers presented at the 2006 AGIRI (Artificial General Intelligence Research Institute) workshop, which illustrates that it is a fit and proper subject for serious science and engineering exploration.

Artificial General Intelligence

Artificial General Intelligence PDF Author: Ben Goertzel
Publisher: Springer Nature
ISBN: 3030521524
Category : Computers
Languages : en
Pages : 382

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Book Description
This book constitutes the refereed proceedings of the 13th International Conference on Artificial General Intelligence, AGI 2020, held in St. Petersburg, Russia, in September 2020. The 30 full papers and 8 short papers presented in this book were carefully reviewed and selected from 60 submissions. The papers cover topics such as AGI architectures, artificial creativity and AI safety, transfer learning, AI unification and benchmarks for AGI.

Intelligence artificielle générale

Intelligence artificielle générale PDF Author: Vasil Teigens
Publisher: Cambridge Stanford Books
ISBN:
Category : Computers
Languages : fr
Pages : 100

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Book Description
L'intelligence générale artificielle (AGI) est l'intelligence d'une machine qui peut comprendre ou apprendre n'importe quelle tâche intellectuelle qu'un être humain peut. C'est un objectif principal de certaines recherches sur l'intelligence artificielle et un sujet commun dans la science-fiction et les études futures. AGI peut également être appelé IA forte, AI complète ou action intelligente générale. (Certaines sources académiques réservent le terme "IA forte" aux machines qui peuvent ressentir la conscience.). Certaines autorités soulignent une distinction entre l'IA forte et l'IAappliquée (également appelée IA étroite ou IA faible): l'utilisation delogiciels pour étudier ou accomplir des tâches spécifiques de résolution de problèmes ou de raisonnement. Une IA faible, contrairement à une IA forte, n'essaie pas d'exécuter toute la gamme des capacités cognitives humaines.