Theoretical Foundations of Artificial General Intelligence

Theoretical Foundations of Artificial General Intelligence
Author: Pei Wang,Ben Goertzel
Publsiher: Springer Science & Business Media
Total Pages: 334
Release: 2012-08-31
ISBN: 9491216627
Category: Computers
Language: EN, FR, DE, ES & NL

Theoretical Foundations of Artificial General Intelligence Book Excerpt:

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
Author: Ben Goertzel,Cassio Pennachin
Publsiher: Springer
Total Pages: 509
Release: 2006-11-30
ISBN: 9783540237334
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

“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.

Artificial General Intelligence 2008

Artificial General Intelligence  2008
Author: Pei Wang,Ben Goertzel,Stan Franklin
Publsiher: IOS Press
Total Pages: 521
Release: 2008
ISBN: 1586038338
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Artificial General Intelligence 2008 Book Excerpt:

Includes full-length papers, short position statements and also the papers presented in the post conference workshop on the sociocultural, ethical and futurological implications of Artificial General Intelligence (AGI).

Artificial General Intelligence

Artificial General Intelligence
Author: Ben Goertzel,Cassio Pennachin
Publsiher: Springer Science & Business Media
Total Pages: 509
Release: 2007-01-17
ISBN: 3540686770
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

“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.

Artificial General Intelligence

Artificial General Intelligence
Author: Ben Goertzel,Matthew Iklé,Alexey Potapov
Publsiher: Springer Nature
Total Pages: 379
Release: 2022
ISBN: 3030937585
Category: Application software
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

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
Author: Joscha Bach,Ben Goertzel,Matthew Iklé
Publsiher: Springer
Total Pages: 381
Release: 2012-12-04
ISBN: 3642355064
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 5th International Conference on Artificial General Intelligence, AGI 2012, held in Oxford, UK, in December 2012. The 34 revised full papers presented together with 4 invited keynote lectures were carefully reviewed and selected from 80 submissions. The papers are written by leading scientists involved in research and development of AI systems possessing general intelligence at the human level and beyond; with a special focus on humanoid robotics and AGI, cognitive robotics, creativity and AGI, the future evolution of advanced AGIs, and the dynamics of AGI goal systems.

Artificial General Intelligence

Artificial General Intelligence
Author: Jordi Bieger,Ben Goertzel,Alexey Potapov
Publsiher: Springer
Total Pages: 416
Release: 2015-07-14
ISBN: 3319213652
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 8th International Conference on Artificial General Intelligence, AGI 2015, held in Berlin, Germany in July 2015. The 41 papers were carefully reviewed and selected from 72 submissions. The AGI conference series has played and continues to play, a significant role in this resurgence of research on artificial intelligence in the deeper, original sense of the term of “artificial intelligence”. The conferences encourage interdisciplinary research based on different understandings of intelligence and exploring different approaches. AGI research differs from the ordinary AI research by stressing on the versatility and wholeness of intelligence and by carrying out the engineering practice according to an outline of a system comparable to the human mind in a certain sense.

Artificial General Intelligence

Artificial General Intelligence
Author: Bas Steunebrink,Pei Wang,Ben Goertzel
Publsiher: Springer
Total Pages: 364
Release: 2016-06-24
ISBN: 3319416499
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 9th International Conference on Artificial General Intelligence, AGI 2016, held in New York City, NY, USA, in July 2016 as part of HLAI 2016, the Joint Multi-Conference on Human-Level Artificial Intelligence 2016. The 24 full papers, 2 short papers, and 10 poster papers presented were carefully reviewed and selected from 67 submissions. AGI research differs from the ordinary AI research by stressing on the versatility and wholeness of intelligence, and by carrying out the engineering practice according to an outline of a system comparable to the human mind inSelf a certain sense.

Artificial General Intelligence

Artificial General Intelligence
Author: Kai-Uwe Kühnberger,Sebastian Rudolph,Pei Wang
Publsiher: Springer
Total Pages: 207
Release: 2013-06-24
ISBN: 364239521X
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 6th International Conference on Artificial General Intelligence, AGI 2013, held in Beijing, China, in July/August 2013. The 23 papers (17 full papers, 3 technical communications, and 3 special session papers) were carefully reviewed and selected from various submissions. The volume collects the current research endeavors devoted to develop formalisms, algorithms, and models, as well as systems that are targeted at general intelligence. Similar to the predecessor AGI conferences, researchers proposed different methodologies and techniques in order to bridge the gap between forms of specialized intelligence and general intelligence.

Artificial General Intelligence

Artificial General Intelligence
Author: Jürgen Schmidhuber,Kristinn R. Thorisson,Moshe Looks
Publsiher: Springer
Total Pages: 416
Release: 2011-07-19
ISBN: 3642228879
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 4th International Conference on Artificial General Intelligence, AGI 2011, held in Mountain View, CA, USA, in August 2011. The 28 revised full papers and 26 short papers were carefully reviewed and selected from 103 submissions. The papers are written by leading academic and industry researchers involved in scientific and engineering work and focus on the creation of AI systems possessing general intelligence at the human level and beyond.

Artificial General Intelligence

Artificial General Intelligence
Author: Tom Everitt,Ben Goertzel,Alexey Potapov
Publsiher: Springer
Total Pages: 275
Release: 2017-08-06
ISBN: 3319637037
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the proceedings of the 10th International Conference on Artificial General Intelligence, AGI 2017, held in Melbourne, VIC, Australia, in August 2017. The 24 regular papers presented in this book together with 1 short paper were carefully reviewed and selected from 35 submissions. They cover topics such as architectures; mathematical foundations; algorithms; safety; understanding; human cognition; and philosophy.

Artificial General Intelligence

Artificial General Intelligence
Author: Matthew Iklé,Arthur Franz,Rafal Rzepka,Ben Goertzel
Publsiher: Springer
Total Pages: 311
Release: 2018-08-02
ISBN: 3319976761
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the proceedings of the 11th International Conference on Artificial General Intelligence, AGI 2018, held in Prague, Czech Republic, in August 2018. The 19 regular papers and 10 poster papers presented in this book were carefully reviewed and selected from 52 submissions. The conference encourage interdisciplinary research based on different understandings of intelligence, and exploring different approaches. As the AI field becomes increasingly commercialized and well accepted, maintaining and emphasizing a coherent focus on the AGI goals at the heart of the field remains more critical than ever.

Artificial General Intelligence

Artificial General Intelligence
Author: Patrick Hammer,Pulin Agrawal,Ben Goertzel,Matthew Iklé
Publsiher: Springer
Total Pages: 221
Release: 2019-07-30
ISBN: 303027005X
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 12th International Conference on Artificial General Intelligence, AGI 2019, held in Shenzhen, China, in August 2019. The 16 full papers and 5 poster papers presented in this book were carefully reviewed and selected from 30 submissions. The papers are covering AGI architectures, discussing mathematical foundations, philosophical foundations, safety and ethics, and developing ideas from neuroscience and cognitive science.

Advances in Artificial General Intelligence

Advances in Artificial General Intelligence
Author: Ben Goertzel,Pei Wang
Publsiher: IOS Press
Total Pages: 305
Release: 2007
ISBN: 1586037587
Category: Computers
Language: EN, FR, DE, ES & NL

Advances in Artificial General Intelligence Book Excerpt:

" The topic of this book the creation of software programs displaying broad, deep, human-style general intelligence is a grand and ambitious one. And yet it is far from a frivolous one: what the papers in this publication illustrate is that it is a fit and proper subject for serious science and engineering exploration. No one has yet created a software program with human-style or (even roughly) human-level general intelligence but we now have a sufficiently rich intellectual toolkit that it is possible to think about such a possibility in detail, and make serious attempts at design, analysis and engineering. possibility in detail, and make serious attempts at design, analysis and engineering. This is the situation that led to the organization of the 2006 AGIRI (Artificial General Intelligence Research Institute) workshop; and to the decision to publish a book from contributions by the speakers at the conference. The material presented here only scratches the surface of the AGI-related R&D work that is occurring around the world at this moment. But the editors are pleased to have had the chance to be involved in organizing and presenting at least a small percentage of the contemporary progress. "

Artificial General Intelligence

Artificial General Intelligence
Author: Ben Goertzel,Cassio Pennachin
Publsiher: Springer
Total Pages: 509
Release: 2010-02-12
ISBN: 9783642062674
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

“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.

Agi Revolution

Agi Revolution
Author: Ben Goertzel
Publsiher: Unknown
Total Pages: 612
Release: 2016-07-16
ISBN: 9780692756874
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Agi Revolution Book Excerpt:

Artificial General Intelligence (AGI) is the quest for the sci-fi AI dream: AI with mental autonomy, generality, adaptiveness and imagination equal to and ultimately exceeding that of humans. After decades of R&D struggles, the time for AGI is now finally near. Since the early aughts, Dr. Ben Goertzel has been the leading force advancing the concept of AGI in the research community and the public sphere. Here he gives an insider's account of the rise of AI and AGI from relative obscurity to their current status as the focus of large corporate and government initiatives. He presents his understanding of the operation of the human brain, and the viability of various approaches to AGI including his own OpenCog AGI project; and also describes his efforts to use AI to solve critical issues such as human aging. In Goertzel's vision, AGI will soon yield dramatic changes in every area of human life and society. Advanced AGIs that vastly exceed human intelligence will bring on a Technological Singularity, quite likely within our lifetimes.

Artificial General Intelligence

Artificial General Intelligence
Author: Ben Goertzel,Aleksandr I. Panov,Alexey Potapov,Roman Yampolskiy
Publsiher: Springer Nature
Total Pages: 372
Release: 2020-07-06
ISBN: 3030521524
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

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.

Perspectives on Research in Artifical Intellgience and Artificial General Intelligence Relevant to DoD

Perspectives on Research in Artifical Intellgience and Artificial General Intelligence Relevant to DoD
Author: Anonim
Publsiher: Unknown
Total Pages: 70
Release: 2016
ISBN: 1928374650XXX
Category: Artificial intelligence
Language: EN, FR, DE, ES & NL

Perspectives on Research in Artifical Intellgience and Artificial General Intelligence Relevant to DoD Book Excerpt:

Artificial Intelligence (AI) is conventionally, if loosely, defined as intelligence exhibited by machines. Operationally, it can be defined as those areas of R&D practiced by computer scientists who identify with one or more of the following academic sub-disciplines: Computer Vision, Natural Language Processing (NLP), Robotics (including Human-Robot Interactions), Search and Planning, Multi-agent Systems, Social Media Analysis (including Crowdsourcing), and Knowledge Representation and Reasoning (KRR). The field of Machine Learning (ML) is a foundational basis for AI. While this is not a complete list, it captures the vast majority of AI researchers. Artificial General Intelligence (AGI) is a research area within AI, small as measured by numbers of researchers or total funding, that seeks to build machines that can successfully perform any task that a human might do. Where AI is oriented around specific tasks, AGI seeks general cognitive abilities. On account of this ambitious goal, AGI has high visibility, disproportionate to its size or present level of success, among futurists, science fiction writers, and the public. AI technologies are of great importance to DoD missions. Defense systems and platforms with varying degrees of autonomy already exist. More importantly, AI is seen as the key enabling technology (along with human-computer interactions of various kinds) of a "Third Offset Strategy" that seeks for the U.S. a unique, asymmetric advantage over near-peer adversaries.

Risks of Artificial Intelligence

Risks of Artificial Intelligence
Author: Vincent C. Müller
Publsiher: CRC Press
Total Pages: 292
Release: 2016-01-05
ISBN: 1498734839
Category: Computers
Language: EN, FR, DE, ES & NL

Risks of Artificial Intelligence Book Excerpt:

If the intelligence of artificial systems were to surpass that of humans, humanity would face significant risks. The time has come to consider these issues, and this consideration must include progress in artificial intelligence (AI) as much as insights from AI theory. Featuring contributions from leading experts and thinkers in artificial intelligence, Risks of Artificial Intelligence is the first volume of collected chapters dedicated to examining the risks of AI. The book evaluates predictions of the future of AI, proposes ways to ensure that AI systems will be beneficial to humans, and then critically evaluates such proposals. The book covers the latest research on the risks and future impacts of AI. It starts with an introduction to the problem of risk and the future of artificial intelligence, followed by a discussion (Armstrong/Sokala/ÓhÉigeartaigh) on how predictions of its future have fared to date. Omohundro makes the point that even an innocuous artificial agent can easily turn into a serious threat for humans. T. Goertzel explains how to succeed in the design of artificial agents. But will these be a threat for humanity, or a useful tool? Ways to assure beneficial outcomes through ‘machine ethics’ and ‘utility functions’ are discussed by Brundage and Yampolskiy. B. Goertzel and Potapov/Rodionov propose ‘learning’ and ‘empathy’ as paths towards safer AI while Kornai explains how the impact of AI may be bounded. Sandberg explains the implications of human-like AI via the technique of brain emulation. Dewey discusses strategies to deal with the ‘fast takeoff’ of artificial intelligence and, finally, Bishop explains why there is no need to worry because computers will remain in a state of ‘artificial stupidity’. Sharing insights from leading thinkers in artificial intelligence, this book provides you with an expert-level perspective of what is on the horizon for AI, whether it will be a threat for humanity, and how we might counteract this threat.

Strong Ai

Strong Ai
Author: Crystal Holt
Publsiher: Emereo Pty Limited
Total Pages: 134
Release: 2014-01-20
ISBN: 9781488525735
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Strong Ai Book Excerpt:

There has never been a Strong AI Guide like this. It contains 83 answers, much more than you can imagine; comprehensive answers and extensive details and references, with insights that have never before been offered in print. Get the information you need--fast! This all-embracing guide offers a thorough view of key knowledge and detailed insight. This Guide introduces what you want to know about Strong AI. A quick look inside of some of the subjects covered: General Motors Firebird - Firebird IV (XP-790), Philosophy of artificial intelligence - Can a machine have a mind, consciousness and mental states?, Artificial general intelligence - Current mainstream AI research, AI - Philosophy, Chinese room - Chinese room thought experiment, Artificial intelligence (video games) - Views, Singularity Institute for Artificial Intelligence, Intelligence - Artificial intelligence, AI-complete, Neurobiotics - History, Sentience - Artificial intelligence, Geothermal heat pump, Friendly artificial intelligence, Artificial general intelligence - Whole brain emulation, Artificial intelligence in fiction - Sentient AI, Vernor Vinge, Strong AI, Natural language processing - The future of NLP, Artificial general intelligence - Critique of Strong AI research, Philosophy of artificial intelligence - Responses to the Chinese room, Artificial general intelligence - Requirements, AI - General intelligence, Aluminum - History, Neurobiotics - Potential Technology, Neurobiotics - Morality, History of artificial intelligence, Artificial intelligence in fiction - AI-banned societies, AI Winter - Fear of another winter, Artificial general intelligence - Origin of the term: John Searle's strong AI, History of AI, Simulation argument - Computationalism, Philosophy of artificial intelligence - Is thinking a kind of computation?, and much more...