Universal Artificial Intelligence

Universal Artificial Intelligence Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Universal Artificial Intelligence book. This book definitely worth reading, it is an incredibly well-written.

Universal Artificial Intelligence

Marcus Hutter
Universal Artificial Intelligence Book PDF

Author : Marcus Hutter
Publisher : Springer Science & Business Media
Page : 294 pages
File Size : 45,9 Mb
Release : 2005-12-29
Category : Computers
ISBN : 9783540268772

Get Book

Universal Artificial Intelligence by Marcus Hutter Pdf

Personal motivation. The dream of creating artificial devices that reach or outperform human inteUigence is an old one. It is also one of the dreams of my youth, which have never left me. What makes this challenge so interesting? A solution would have enormous implications on our society, and there are reasons to believe that the AI problem can be solved in my expected lifetime. So, it's worth sticking to it for a lifetime, even if it takes 30 years or so to reap the benefits. The AI problem. The science of artificial intelligence (AI) may be defined as the construction of intelligent systems and their analysis. A natural definition of a system is anything that has an input and an output stream. Intelligence is more complicated. It can have many faces like creativity, solving prob lems, pattern recognition, classification, learning, induction, deduction, build ing analogies, optimization, surviving in an environment, language processing, and knowledge. A formal definition incorporating every aspect of intelligence, however, seems difficult. Most, if not all known facets of intelligence can be formulated as goal driven or, more precisely, as maximizing some utility func tion. It is, therefore, sufficient to study goal-driven AI; e. g. the (biological) goal of animals and humans is to survive and spread. The goal of AI systems should be to be useful to humans.

The Quest for a Universal Theory of Intelligence

Christian Hugo Hoffmann
The Quest for a Universal Theory of Intelligence Book PDF

Author : Christian Hugo Hoffmann
Publisher : Walter de Gruyter GmbH & Co KG
Page : 293 pages
File Size : 45,5 Mb
Release : 2022-05-09
Category : Philosophy
ISBN : 9783110756166

Get Book

The Quest for a Universal Theory of Intelligence by Christian Hugo Hoffmann Pdf

Recent findings about the capabilities of smart animals such as corvids or octopi and novel types of artificial intelligence (AI), from social robots to cognitive assistants, are provoking the demand for new answers for meaningful comparison with other kinds of intelligence. This book fills this need by proposing a universal theory of intelligence which is based on causal learning as the central theme of intelligence. The goal is not just to describe, but mainly to explain queries like why one kind of intelligence is more intelligent than another, whatsoever the intelligence. Shiny terms like "strong AI," "superintelligence," "singularity" or "artificial general intelligence" that have been coined by a Babylonian confusion of tongues are clarified on the way.

AI by Design

Catriona Campbell
AI by Design Book PDF

Author : Catriona Campbell
Publisher : CRC Press
Page : 161 pages
File Size : 54,5 Mb
Release : 2022-03-14
Category : Computers
ISBN : 9781000554984

Get Book

AI by Design by Catriona Campbell Pdf

This book introduces the reader to Artificial Intelligence and its importance to our future. Campbell uses behavioural psychology, explores technology, economics, real-life and historical examples to predict five future scenarios with AI. Illustrating through speculative fiction, she describes possible futures after AI exceeds human capabilities. We are at a tipping point in history and must plan to ensure a successful co-existence with artificial intelligence. This book explains how to design for a future with AI so that, rather than herald our downfall, it helps us achieve a new renaissance.

The Fractal Brain Theory

Wai Tsang
The Fractal Brain Theory Book PDF

Author : Wai Tsang
Publisher : Lulu.com
Page : 532 pages
File Size : 46,8 Mb
Release : 2016-08-02
Category : Electronic
ISBN : 9781326753221

Get Book

The Fractal Brain Theory by Wai Tsang Pdf

The Fractal Brain Theory, or the Symmetry, Self Similarity and Recursivity Theory of Brain and Mind, is a Revolutionary new way of looking at the nature of intelligence and also genomics. It is the key to a powerful and new kind of Recursively Self Modifying Artificial Intelligence. Wai H. Tsang presents an exciting new synthesis of all things psychological, linguistic, neuroscientific, genomic, evolutionary, informatic, computational, complex and fractal. Dealing with the most central puzzles of mind science and AI, and weaving in some of the most fundamental concepts in mathematics such as symmetry, geometry, functions, discrete maths and formal axiomatic systems. This book presents nothing less than a seamless unified theory of Brain, Mind, Artificial Intelligence, Functional Genomics, Ontogenesis and Evolution. Also covering topics such as the quest for the Perfect & Universal Language, Recursively Self Modifying Algorithms, Super Intelligence & Technological Singularity.

Architects of Intelligence

Martin Ford
Architects of Intelligence Book PDF

Author : Martin Ford
Publisher : Packt Publishing Ltd
Page : 540 pages
File Size : 42,8 Mb
Release : 2018-11-23
Category : Computers
ISBN : 9781789131260

Get Book

Architects of Intelligence by Martin Ford Pdf

Financial Times Best Books of the Year 2018 TechRepublic Top Books Every Techie Should Read Book Description How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level machine intelligence? What should we be concerned about as artificial intelligence advances? Architects of Intelligence contains a series of in-depth, one-to-one interviews where New York Times bestselling author, Martin Ford, uncovers the truth behind these questions from some of the brightest minds in the Artificial Intelligence community. Martin has wide-ranging conversations with twenty-three of the world's foremost researchers and entrepreneurs working in AI and robotics: Demis Hassabis (DeepMind), Ray Kurzweil (Google), Geoffrey Hinton (Univ. of Toronto and Google), Rodney Brooks (Rethink Robotics), Yann LeCun (Facebook) , Fei-Fei Li (Stanford and Google), Yoshua Bengio (Univ. of Montreal), Andrew Ng (AI Fund), Daphne Koller (Stanford), Stuart Russell (UC Berkeley), Nick Bostrom (Univ. of Oxford), Barbara Grosz (Harvard), David Ferrucci (Elemental Cognition), James Manyika (McKinsey), Judea Pearl (UCLA), Josh Tenenbaum (MIT), Rana el Kaliouby (Affectiva), Daniela Rus (MIT), Jeff Dean (Google), Cynthia Breazeal (MIT), Oren Etzioni (Allen Institute for AI), Gary Marcus (NYU), and Bryan Johnson (Kernel). Martin Ford is a prominent futurist, and author of Financial Times Business Book of the Year, Rise of the Robots. He speaks at conferences and companies around the world on what AI and automation might mean for the future. Meet the minds behind the AI superpowers as they discuss the science, business and ethics of modern artificial intelligence. Read James Manyika’s thoughts on AI analytics, Geoffrey Hinton’s breakthroughs in AI programming and development, and Rana el Kaliouby’s insights into AI marketing. This AI book collects the opinions of the luminaries of the AI business, such as Stuart Russell (coauthor of the leading AI textbook), Rodney Brooks (a leader in AI robotics), Demis Hassabis (chess prodigy and mind behind AlphaGo), and Yoshua Bengio (leader in deep learning) to complete your AI education and give you an AI advantage in 2019 and the future.

Artificial General Intelligence

Ben Goertzel,Cassio Pennachin
Artificial General Intelligence Book PDF

Author : Ben Goertzel,Cassio Pennachin
Publisher : Springer Science & Business Media
Page : 518 pages
File Size : 42,9 Mb
Release : 2007-01-17
Category : Computers
ISBN : 9783540686774

Get Book

Artificial General Intelligence by Ben Goertzel,Cassio Pennachin Pdf

“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.

Philosophy of Artificial Intelligence

Rajakishore Nath
Philosophy of Artificial Intelligence Book PDF

Author : Rajakishore Nath
Publisher : Universal-Publishers
Page : 190 pages
File Size : 42,8 Mb
Release : 2009
Category : Computers
ISBN : 9781599429052

Get Book

Philosophy of Artificial Intelligence by Rajakishore Nath Pdf

This book deals with the major philosophical issues in the theoretical framework of Artificial Intelligence (AI) in particular and cognitive science in general. The researchers in AI are concerned with the issues of consciousness, human subjectivity, creativity, etc. Cognitive Science and AI argue that consciousness can be artificially created and comprehended in the function of robots. The robotic activities explain the mechanism involved in computation, language processing, sensing the information, etc. Contrary to this thesis, the philosophical study tries to show that human consciousness, thinking, imagination, etc. are much larger concepts and need to be delved into in the broad theoretical framework. This book is a critique of the mechanistic theory of mind. It shows the basic foundation of AI and its limitations in explaining the activities of the human mental life. Machine-functionalism fails to account for the subjective nature of consciousness and the creativity involved in the conscious acts. There are two aspects of this thesis-- the epistemological and the metaphysical. Epistemologically, the subject of consciousness intimately knows the raw feelings or the qualia. Metaphysically speaking, however, the raw feelings are real in the sense that they are part of the furniture of the mental world. Therefore, we can hardly deny that the mental world is real.

An Introduction to Universal Artificial Intelligence

Marcus Hutter,Elliot Catt,David Quarel
An Introduction to Universal Artificial Intelligence Book PDF

Author : Marcus Hutter,Elliot Catt,David Quarel
Publisher : CRC Press
Page : 0 pages
File Size : 40,6 Mb
Release : 2024-01-22
Category : Electronic
ISBN : 1032607157

Get Book

An Introduction to Universal Artificial Intelligence by Marcus Hutter,Elliot Catt,David Quarel Pdf

The book provides a gentle introduction to Universal Artificial Intelligence (UAI), a theory that provides a formal underpinning of what it means for an agent to act intelligently in a general class of environments.

Artificial Intelligence Illuminated

Ben Coppin
Artificial Intelligence Illuminated Book PDF

Author : Ben Coppin
Publisher : Jones & Bartlett Learning
Page : 772 pages
File Size : 46,5 Mb
Release : 2004
Category : Computers
ISBN : 0763732303

Get Book

Artificial Intelligence Illuminated by Ben Coppin Pdf

Artificial Intelligence Illuminated presents an overview of the background and history of artificial intelligence, emphasizing its importance in today's society and potential for the future. The book covers a range of AI techniques, algorithms, and methodologies, including game playing, intelligent agents, machine learning, genetic algorithms, and Artificial Life. Material is presented in a lively and accessible manner and the author focuses on explaining how AI techniques relate to and are derived from natural systems, such as the human brain and evolution, and explaining how the artificial equivalents are used in the real world. Each chapter includes student exercises and review questions, and a detailed glossary at the end of the book defines important terms and concepts highlighted throughout the text.

The Sentient Machine

Amir Husain
The Sentient Machine Book PDF

Author : Amir Husain
Publisher : Simon and Schuster
Page : 224 pages
File Size : 47,9 Mb
Release : 2017-11-21
Category : Computers
ISBN : 9781501144677

Get Book

The Sentient Machine by Amir Husain Pdf

Explores universal questions about humanity's capacity for living and thriving in the coming age of sentient machines and AI, examining debates from opposing perspectives while discussing emerging intellectual diversity and its potential role in enabling a positive life.

Universal Subgoaling and Chunking

John Laird,Paul Rosenbloom,Allen Newell
Universal Subgoaling and Chunking Book PDF

Author : John Laird,Paul Rosenbloom,Allen Newell
Publisher : Springer Science & Business Media
Page : 319 pages
File Size : 47,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461322771

Get Book

Universal Subgoaling and Chunking by John Laird,Paul Rosenbloom,Allen Newell Pdf

Rarely do research paths diverge and converge as neatly and productively as the paths exemplified by the two efforts contained in this book. The story behind these researches is worth recounting. The story, as far as I'm concerned, starts back in the Fall of1976, when John Laird and Paul Rosenbloom, as new graduate students in computer science at Carnegie-Mellon University, joined the Instructible Production System (IPS) project (Rychener, Forgy, Langley, McDermott, Newell, Ramakrishna, 1977; Rychener & Newell, 1978). In those days, production systems were either small or special or both (Newell, 1973; Shortliffe, 1976). Mike Rychener had just completed his thesis (Rychener, 1976), showing how production systems could effectively and perspicuously program the full array of artificial intelligence (AI) systems, by creating versions of Studellt (done in an earlier study, Rychener 1975), EPAM, GPS, King-Pawn-King endgames, a toy-blocks problem solver, and a natural-language input system that connected to the blocks-world system.

Universal Methods of Design

Bruce Hanington,Bella Martin
Universal Methods of Design Book PDF

Author : Bruce Hanington,Bella Martin
Publisher : Rockport Publishers
Page : 209 pages
File Size : 51,8 Mb
Release : 2012-02-01
Category : Design
ISBN : 9781610581998

Get Book

Universal Methods of Design by Bruce Hanington,Bella Martin Pdf

This comprehensive reference provides a thorough and critical presentation of 100 research methods, synthesis/analysis techniques, and research deliverables for human centered design, delivered in a concise and accessible format perfect for designers, educators, and students. Universal Methods of Design serves as an invaluable compendium of methods that can be easily referenced and used by cross-disciplinary teams in nearly any design project. Methods and techniques are organized alphabetically for ongoing, quick reference. Each method is presented in a two-page format. The left-hand page contains a concise description of the method, accompanied by references for further reading. On the right-hand page, images and cases studies for each method are presented visually. The relevant phases for design application are highlighted as numbered icons along the right side of the page, from phases 1 (planning) through 5 (launch and monitor). Build more meaningful products with these methods and more: A/B Testing, Affinity Diagramming, Behavioral Mapping, Bodystorming, Contextual Design, Critical Incident Technique, Directed Storytelling, Flexible Modeling, Image Boards, Graffiti Walls, Heuristic Evaluation, Parallel Prototyping, Simulation Exercises, Touchstone Tours, and Weighted Matrix. This essential guide: Dismantles the myth that user research methods are complicated, expensive, and time-consuming Creates a shared meaning for cross-disciplinary design teams Illustrates methods with compelling visualizations and case studies Characterizes each method at a glance Indicates when methods are best employed to help prioritize appropriate design research strategies Universal Methods of Design is an essential resource for designers of all levels and specializations.

Artificial Whiteness

Yarden Katz
Artificial Whiteness Book PDF

Author : Yarden Katz
Publisher : Columbia University Press
Page : 176 pages
File Size : 51,6 Mb
Release : 2020-11-17
Category : Social Science
ISBN : 9780231551076

Get Book

Artificial Whiteness by Yarden Katz Pdf

Dramatic statements about the promise and peril of artificial intelligence for humanity abound, as an industry of experts claims that AI is poised to reshape nearly every sphere of life. Who profits from the idea that the age of AI has arrived? Why do ideas of AI’s transformative potential keep reappearing in social and political discourse, and how are they linked to broader political agendas? Yarden Katz reveals the ideology embedded in the concept of artificial intelligence, contending that it both serves and mimics the logic of white supremacy. He demonstrates that understandings of AI, as a field and a technology, have shifted dramatically over time based on the needs of its funders and the professional class that formed around it. From its origins in the Cold War military-industrial complex through its present-day Silicon Valley proselytizers and eager policy analysts, AI has never been simply a technical project enabled by larger data and better computing. Drawing on intimate familiarity with the field and its practices, Katz instead asks us to see how AI reinforces models of knowledge that assume white male superiority and an imperialist worldview. Only by seeing the connection between artificial intelligence and whiteness can we prioritize alternatives to the conception of AI as an all-encompassing technological force. Bringing together theories of whiteness and race in the humanities and social sciences with a deep understanding of the history and practice of science and computing, Artificial Whiteness is an incisive, urgent critique of the uses of AI as a political tool to uphold social hierarchies.

Foundations of Trusted Autonomy

Hussein A. Abbass,Jason Scholz,Darryn J. Reid
Foundations of Trusted Autonomy Book PDF

Author : Hussein A. Abbass,Jason Scholz,Darryn J. Reid
Publisher : Springer
Page : 395 pages
File Size : 52,8 Mb
Release : 2018-01-15
Category : Technology & Engineering
ISBN : 9783319648163

Get Book

Foundations of Trusted Autonomy by Hussein A. Abbass,Jason Scholz,Darryn J. Reid Pdf

This book establishes the foundations needed to realize the ultimate goals for artificial intelligence, such as autonomy and trustworthiness. Aimed at scientists, researchers, technologists, practitioners, and students, it brings together contributions offering the basics, the challenges and the state-of-the-art on trusted autonomous systems in a single volume. The book is structured in three parts, with chapters written by eminent researchers and outstanding practitioners and users in the field. The first part covers foundational artificial intelligence technologies, while the second part covers philosophical, practical and technological perspectives on trust. Lastly, the third part presents advanced topics necessary to create future trusted autonomous systems. The book augments theory with real-world applications including cyber security, defence and space.

Risks of Artificial Intelligence

Vincent C. Müller
Risks of Artificial Intelligence Book PDF

Author : Vincent C. Müller
Publisher : CRC Press
Page : 294 pages
File Size : 55,8 Mb
Release : 2016-01-05
Category : Computers
ISBN : 9781498734837

Get Book

Risks of Artificial Intelligence by Vincent C. Müller Pdf

Featuring contributions from leading experts and thinkers in the theory of artificial intelligence (AI), this is one of the first books 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 AI research, including the risks and future impacts. Ethical issues in AI are covered extensively along with an exploration of autonomous technology and its impact on humanity.