Universal Artificial Intelligence

Universal Artificial Intelligence
Author: Marcus Hutter
Publsiher: Springer Science & Business Media
Total Pages: 278
Release: 2006-01-17
ISBN: 3540268774
Category: Computers
Language: EN, FR, DE, ES & NL

Universal Artificial Intelligence Book Excerpt:

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.

Universal Artificial Intelligence

Universal Artificial Intelligence
Author: Marcus Hutter
Publsiher: Springer
Total Pages: 278
Release: 2004-10-12
ISBN: 9783540221395
Category: Computers
Language: EN, FR, DE, ES & NL

Universal Artificial Intelligence Book Excerpt:

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.

Artificial General Intelligence

Artificial General Intelligence
Author: Jürgen Schmidhuber,Kristinn R. Thorisson,Moshe Looks
Publsiher: Springer Science & Business Media
Total Pages: 416
Release: 2011-07-19
ISBN: 3642228860
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 INTELLIGENCE AND MACHINE LEARNING AND MARKETING MANAGEMENT

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING AND MARKETING MANAGEMENT
Author: James Seligman
Publsiher: Lulu.com
Total Pages: 135
Release: 2022
ISBN: 0244417822
Category: Electronic Book
Language: EN, FR, DE, ES & NL

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING AND MARKETING MANAGEMENT Book Excerpt:

How to Design a Universal Artificial Intelligence

How to Design a Universal Artificial Intelligence
Author: Wil Holland
Publsiher: Unknown
Total Pages: 213
Release: 2004
ISBN: 1928374650XXX
Category: Artificial intelligence
Language: EN, FR, DE, ES & NL

How to Design a Universal Artificial Intelligence Book Excerpt:

50 Years of Artificial Intelligence

50 Years of Artificial Intelligence
Author: Max Lungarella,Fumiya Iida,Josh Bongard,Rolf Pfeifer
Publsiher: Springer
Total Pages: 399
Release: 2007-12-03
ISBN: 3540772960
Category: Computers
Language: EN, FR, DE, ES & NL

50 Years of Artificial Intelligence Book Excerpt:

This Festschrift volume, published in celebration of the 50th Anniversary of Artificial Intelligence, includes 34 refereed papers written by leading researchers in the field of Artificial Intelligence. The papers were carefully selected from the invited lectures given at the 50th Anniversary Summit of AI, held at the Centro Stefano Franscini, Monte Verità, Ascona, Switzerland, July 9-14, 2006. The summit provided a venue for discussions on a broad range of topics.

Artificial Intelligence for Knowledge Management

Artificial Intelligence for Knowledge Management
Author: Eunika Mercier-Laurent,M. Özgür Kayalica,Mieczyslaw Lech Owoc
Publsiher: Springer Nature
Total Pages: 251
Release: 2021-07-03
ISBN: 3030808475
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial Intelligence for Knowledge Management Book Excerpt:

This book features a selection of extended papers presented at the 8th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2021, held in Yokohama, Japan, in January 2021, in the framework of the International Joint Conference on Artificial Intelligence, IJCAI 2020.* The 14 revised and extended papers presented together with an invited talk were carefully reviewed and selected for inclusion in this volume. They present new research and innovative aspects in the field of knowledge management and discuss methodological, technical and organizational aspects of artificial intelligence used for knowledge management. *The workshop was held virtually.

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.

New Foundation Of Artificial Intelligence

New Foundation Of Artificial Intelligence
Author: Ming Xie,Zhen-cheng Hu,Hui Chen
Publsiher: World Scientific
Total Pages: 404
Release: 2020-12-22
ISBN: 9811232229
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

New Foundation Of Artificial Intelligence Book Excerpt:

This book lays a new foundation toward achieving artificial self-intelligence by future machines such as intelligent vehicles. Its chapters provide a broad coverage to the three key modules behind the design and development of intelligent vehicles for the ultimate purpose of actively ensuring driving safety as well as preventing accidents from all possible causes. Self-contained and unified in presentation, the book explains in details the fundamental solutions of vehicle's perception, vehicle's decision-making, and vehicle's action-taking in a pedagogic order.Besides the fundamental knowledge and concepts of intelligent vehicle's perception, decision and action, this book includes a comprehensive set of real-life application scenarios in which intelligent vehicles will play a major role or contribution. These case studies of real-life applications will help motivate students to learn this exciting subject. With concise and simple explanations, and boasting a rich set of graphical illustrations, the book is an invaluable source for both undergraduate and postgraduate courses, on artificial intelligence, intelligent vehicle, and robotics, which are offered in automotive engineering, computer engineering, electronic engineering, and mechanical engineering. In addition, the book will help strengthen the knowledge and skills of young researchers who want to venture into the research and development of artificial self-intelligence for intelligent vehicles of the future.

artificial Intelligence Machine Learning In Marketing

artificial Intelligence   Machine Learning In Marketing
Author: James Seligman
Publsiher: Lulu.com
Total Pages: 250
Release: 2020-02-17
ISBN: 0244563888
Category: Computers
Language: EN, FR, DE, ES & NL

artificial Intelligence Machine Learning In Marketing Book Excerpt:

The theory and practice of AI and ML in marketing saving time, money

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.

Wireless Communication with Artificial Intelligence

Wireless Communication with Artificial Intelligence
Author: Anuj Singal,Sandeep Kumar,Sajjan Singh,Ashish Kr. Luhach
Publsiher: CRC Press
Total Pages: 343
Release: 2022-09-16
ISBN: 1000645347
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Wireless Communication with Artificial Intelligence Book Excerpt:

This reference text discusses advances in wireless communication, design challenges, and future research directions to design reliable wireless communication. The text discusses emerging technologies including wireless sensor networks, Internet of Things (IoT), cloud computing, mm-Wave, Massive MIMO, cognitive radios (CR), visible light communication (VLC), wireless optical communication, signal processing, and channel modeling. The text covers artificial intelligence-based applications in wireless communication, machine learning techniques and challenges in wireless sensor networks, and deep learning for channel and bandwidth estimation during optical wireless communication. The text will be useful for senior undergraduate, graduate students, and professionals in the fields of electrical engineering, and electronics and communication engineering.

Artificial Intelligence and Ophthalmology

Artificial Intelligence and Ophthalmology
Author: Parul Ichhpujani,Sahil Thakur
Publsiher: Springer Nature
Total Pages: 150
Release: 2021-04-22
ISBN: 981160634X
Category: Medical
Language: EN, FR, DE, ES & NL

Artificial Intelligence and Ophthalmology Book Excerpt:

The book helps to explore the vast expanse of artificial intelligence-based scientific content that has been published in the last few years. Ophthalmology has recently undergone a silent digital revolution, with machine learning and deep learning algorithms consistently outperforming human graders in studies published across the globe. It is high time that a resource that breaks this information behemoth into easily digestible bits comes to the fore. This book simplifies the complex mechanics of algorithms used in ophthalmology and vision science applications. It also tries to address potential ethical issues with machines entering our clinics and patients’ lives. Overall it is essential reading for ophthalmologists/eye care professionals interested in artificial intelligence and everyone who is looking for a deep dive into the exciting world of digital medicine.

Ethics of Artificial Intelligence

Ethics of Artificial Intelligence
Author: S. Matthew Liao
Publsiher: Oxford University Press
Total Pages: 352
Release: 2020-08-18
ISBN: 0190905050
Category: Philosophy
Language: EN, FR, DE, ES & NL

Ethics of Artificial Intelligence Book Excerpt:

As Artificial Intelligence (AI) technologies rapidly progress, questions about the ethics of AI, in both the near-future and the long-term, become more pressing than ever. This volume features seventeen original essays by prominent AI scientists and philosophers and represents the state-of-the-art thinking in this fast-growing field. Organized into four sections, this volume explores the issues surrounding how to build ethics into machines; ethical issues in specific technologies, including self-driving cars, autonomous weapon systems, surveillance algorithms, and sex robots; the long term risks of superintelligence; and whether AI systems can be conscious or have rights. Though the use and practical applications of AI are growing exponentially, discussion of its ethical implications is still in its infancy. This volume provides an invaluable resource for thinking through the ethical issues surrounding AI today and for shaping the study and development of AI in the coming years.

KI 2009 Advances in Artificial Intelligence

KI 2009  Advances in Artificial Intelligence
Author: Marcus Hund
Publsiher: Springer Science & Business Media
Total Pages: 737
Release: 2009-09-18
ISBN: 3642046169
Category: Computers
Language: EN, FR, DE, ES & NL

KI 2009 Advances in Artificial Intelligence Book Excerpt:

This book constitutes the thoroughly refereed proceedings of the 32nd Annual German Conference on Artificial Intelligence, KI 2009, held in Paderborn, Germany, in September 2009. The 76 revised full papers presented together with 15 posters were carefully reviewed and selected from 126 submissions. The papers are divided in topical sections on planning and scheduling; vision and perception; machine learning and data mining; evolutionary computing; natural language processing; knowledge representation and reasoning; cognition; history and philosophical foundations; AI and engineering; automated reasoning; spatial and temporal reasoning; agents and intelligent virtual environments; experience adn knowledge management; and robotics.

Legal and Ethical Challenges of Artificial Intelligence from an International Law Perspective

Legal and Ethical Challenges of Artificial Intelligence from an International Law Perspective
Author: Themistoklis Tzimas
Publsiher: Springer Nature
Total Pages: 243
Release: 2021-07-30
ISBN: 3030785858
Category: Law
Language: EN, FR, DE, ES & NL

Legal and Ethical Challenges of Artificial Intelligence from an International Law Perspective Book Excerpt:

This book focuses on the legal regulation, mainly from an international law perspective, of autonomous artificial intelligence systems, of their creations, as well as of the interaction of human and artificial intelligence. It examines critical questions regarding both the ontology of autonomous AI systems and the legal implications: what constitutes an autonomous AI system and what are its unique characteristics? How do they interact with humans? What would be the implications of combined artificial and human intelligence? It also explores potentially the most important questions: what are the implications of these developments for collective security –from both a state-centered and a human perspective, as well as for legal systems? Why is international law better positioned to make such determinations and to create a universal framework for this new type of legal personality? How can the matrix of obligations and rights of this new legal personality be construed and what would be the repercussions for the international community? In order to address these questions, the book discusses cognitive aspects embedded in the framework of law, offering insights based on both de lege lata and de lege ferenda perspectives.

Robotics AI and Humanity

Robotics  AI  and Humanity
Author: Joachim von Braun,Margaret S. Archer,Gregory M. Reichberg,Marcelo Sánchez Sorondo
Publsiher: Springer Nature
Total Pages: 269
Release: 2021-02-12
ISBN: 3030541738
Category: Psychology
Language: EN, FR, DE, ES & NL

Robotics AI and Humanity Book Excerpt:

This open access book examines recent advances in how artificial intelligence (AI) and robotics have elicited widespread debate over their benefits and drawbacks for humanity. The emergent technologies have for instance implications within medicine and health care, employment, transport, manufacturing, agriculture, and armed conflict. While there has been considerable attention devoted to robotics/AI applications in each of these domains, a fuller picture of their connections and the possible consequences for our shared humanity seems needed. This volume covers multidisciplinary research, examines current research frontiers in AI/robotics and likely impacts on societal well-being, human – robot relationships, as well as the opportunities and risks for sustainable development and peace. The attendant ethical and religious dimensions of these technologies are addressed and implications for regulatory policies on the use and future development of AI/robotics technologies are elaborated.

Foundations of Trusted Autonomy

Foundations of Trusted Autonomy
Author: Hussein A. Abbass,Jason Scholz,Darryn J. Reid
Publsiher: Springer
Total Pages: 395
Release: 2018-01-15
ISBN: 3319648160
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Foundations of Trusted Autonomy Book Excerpt:

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.

Universal Artificial Intelligence

Universal Artificial Intelligence
Author: Mitchell Kwok
Publsiher: Unknown
Total Pages: 135
Release: 2006-08
ISBN: 9781427604491
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Universal Artificial Intelligence Book Excerpt:

The second half of the computer codes to the Universal Artificial Intelligence program is covered in this book. Subject matters such as the follow pathway, the retraining of templates, and the different search methods are discussed. In the previous two books a summary of the UAI is covered but there are missing components. This book covers thedetailed version of the UAI and all the complicated modules that make up the software. The author tries to explain the program to the readers in a simple and straight-forward way without the complicated jargons of computer science. The book also has a section on discarded chapters the author plans to throw away. Because they contain important ideas and suggestions the author wanted to share them with readers. The subject matters within these discarded chapters range from topics covered in both the Human Level Artificial Intelligence program and the Universal Artificial Intelligence program.

Algorithmic Probability and Friends Bayesian Prediction and Artificial Intelligence

Algorithmic Probability and Friends  Bayesian Prediction and Artificial Intelligence
Author: David L. Dowe
Publsiher: Springer
Total Pages: 445
Release: 2013-10-22
ISBN: 3642449581
Category: Computers
Language: EN, FR, DE, ES & NL

Algorithmic Probability and Friends Bayesian Prediction and Artificial Intelligence Book Excerpt:

Algorithmic probability and friends: Proceedings of the Ray Solomonoff 85th memorial conference is a collection of original work and surveys. The Solomonoff 85th memorial conference was held at Monash University's Clayton campus in Melbourne, Australia as a tribute to pioneer, Ray Solomonoff (1926-2009), honouring his various pioneering works - most particularly, his revolutionary insight in the early 1960s that the universality of Universal Turing Machines (UTMs) could be used for universal Bayesian prediction and artificial intelligence (machine learning). This work continues to increasingly influence and under-pin statistics, econometrics, machine learning, data mining, inductive inference, search algorithms, data compression, theories of (general) intelligence and philosophy of science - and applications of these areas. Ray not only envisioned this as the path to genuine artificial intelligence, but also, still in the 1960s, anticipated stages of progress in machine intelligence which would ultimately lead to machines surpassing human intelligence. Ray warned of the need to anticipate and discuss the potential consequences - and dangers - sooner rather than later. Possibly foremostly, Ray Solomonoff was a fine, happy, frugal and adventurous human being of gentle resolve who managed to fund himself while electing to conduct so much of his paradigm-changing research outside of the university system. The volume contains 35 papers pertaining to the abovementioned topics in tribute to Ray Solomonoff and his legacy.