Introduction to Artificial Intelligence

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  • Publisher : Springer
  • Release : 18 January 2018
  • ISBN : 9783319584874
  • Page : 356 pages
  • Rating : 4.5/5 from 103 voters

Introduction to Artificial Intelligence Book PDF summary

This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. Fully revised and updated, this much-anticipated second edition also includes new material on deep learning. Topics and features: presents an application-focused and hands-on approach to learning, with supplementary teaching resources provided at an associated website; contains numerous study exercises and solutions, highlighted examples, definitions, theorems, and illustrative cartoons; includes chapters on predicate logic, PROLOG, heuristic search, probabilistic reasoning, machine learning and data mining, neural networks and reinforcement learning; reports on developments in deep learning, including applications of neural networks to generate creative content such as text, music and art (NEW); examines performance evaluation of clustering algorithms, and presents two practical examples explaining Bayes’ theorem and its relevance in everyday life (NEW); discusses search algorithms, analyzing the cycle check, explaining route planning for car navigation systems, and introducing Monte Carlo Tree Search (NEW); includes a section in the introduction on AI and society, discussing the implications of AI on topics such as employment and transportation (NEW). Ideal for foundation courses or modules on AI, this easy-to-read textbook offers an excellent overview of the field for students of computer science and other technical disciplines, requiring no more than a high-school level of knowledge of mathematics to understand the material.

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Introduction to Artificial Intelligence

Introduction to Artificial Intelligence
  • Author : Wolfgang Ertel
  • Publisher : Springer
  • Release Date : 2018-01-18
  • ISBN : 9783319584874
DOWNLOAD BOOKIntroduction to Artificial Intelligence

This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. Fully revised and updated, this much-anticipated second edition also includes new material on deep learning. Topics and features: presents an application-focused and hands-on approach to learning, with supplementary teaching resources

Understanding Artificial Intelligence

Understanding Artificial Intelligence
  • Author : Nicolas Sabouret
  • Publisher : CRC Press
  • Release Date : 2020-12-09
  • ISBN : 9781000284157
DOWNLOAD BOOKUnderstanding Artificial Intelligence

Artificial Intelligence (AI) fascinates, challenges and disturbs us. There are many voices in society that predict drastic changes that may come as a consequence of AI – a possible apocalypse or Eden on earth. However, only a few people truly understand what AI is, what it can do and what its limitations are. Understanding Artificial Intelligence explains, through a straightforward narrative and amusing illustrations, how AI works. It is written for a non-specialist reader, adult or adolescent, who is interested in

A Citizen's Guide to Artificial Intelligence

A Citizen's Guide to Artificial Intelligence
  • Author : John Zerilli
  • Publisher : MIT Press
  • Release Date : 2021-02-23
  • ISBN : 9780262044813
DOWNLOAD BOOKA Citizen's Guide to Artificial Intelligence

A concise but informative overview of AI ethics and policy. Artificial intelligence, or AI for short, has generated a staggering amount of hype in the past several years. Is it the game-changer it's been cracked up to be? If so, how is it changing the game? How is it likely to affect us as customers, tenants, aspiring home-owners, students, educators, patients, clients, prison inmates, members of ethnic and sexual minorities, voters in liberal democracies? This book offers a concise overview

The Promise of Artificial Intelligence

The Promise of Artificial Intelligence
  • Author : Brian Cantwell Smith
  • Publisher : MIT Press
  • Release Date : 2019-10-08
  • ISBN : 9780262355216
DOWNLOAD BOOKThe Promise of Artificial Intelligence

An argument that—despite dramatic advances in the field—artificial intelligence is nowhere near developing systems that are genuinely intelligent. In this provocative book, Brian Cantwell Smith argues that artificial intelligence is nowhere near developing systems that are genuinely intelligent. Second wave AI, machine learning, even visions of third-wave AI: none will lead to human-level intelligence and judgment, which have been honed over millennia. Recent advances in AI may be of epochal significance, but human intelligence is of a different

The Myth of Artificial Intelligence

The Myth of Artificial Intelligence
  • Author : Erik J. Larson
  • Publisher : Belknap Press
  • Release Date : 2021-04-06
  • ISBN : 9780674983519
DOWNLOAD BOOKThe Myth of Artificial Intelligence

Futurists are certain that humanlike AI is on the horizon, but in fact engineers have no idea how to program human reasoning. AI reasons from statistical correlations across data sets, while common sense is based heavily on conjecture. Erik Larson argues that hyping existing methods will only hold us back from developing truly humanlike AI.

Introduction to Artificial Intelligence

Introduction to Artificial Intelligence
  • Author : Philip C. Jackson
  • Publisher : Courier Dover Publications
  • Release Date : 2019-08-14
  • ISBN : 9780486832869
DOWNLOAD BOOKIntroduction to Artificial Intelligence

Can computers think? Can they use reason to develop their own concepts, solve complex problems, understand our languages? This updated edition of a comprehensive survey includes extensive new text on "Artificial Intelligence in the 21st Century," introducing deep neural networks, conceptual graphs, languages of thought, mental models, metacognition, economic prospects, and research toward human-level AI. Ideal for both lay readers and students of computer science, the original text features abundant illustrations, diagrams, and photographs as well as challenging exercises. Lucid,

Artificial Intelligence

Artificial Intelligence
  • Author : John Haugeland
  • Publisher : MIT Press
  • Release Date : 1989-01-06
  • ISBN : 0262580950
DOWNLOAD BOOKArtificial Intelligence

"Machines who think—how utterly preposterous," huff beleaguered humanists, defending their dwindling turf. "Artificial Intelligence—it's here and about to surpass our own," crow techno-visionaries, proclaiming dominion. It's so simple and obvious, each side maintains, only a fanatic could disagree. Deciding where the truth lies between these two extremes is the main purpose of John Haugeland's marvelously lucid and witty book on what artificial intelligence is all about. Although presented entirely in non-technical terms, it neither oversimplifies the science nor

The Alignment Problem: Machine Learning and Human Values

The Alignment Problem: Machine Learning and Human Values
  • Author : Brian Christian
  • Publisher : W. W. Norton & Company
  • Release Date : 2020-10-06
  • ISBN : 9780393635836
DOWNLOAD BOOKThe Alignment Problem: Machine Learning and Human Values

A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us—and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do

Risks of Artificial Intelligence

Risks of Artificial Intelligence
  • Author : Vincent C. Müller
  • Publisher : CRC Press
  • Release Date : 2016-01-05
  • ISBN : 9781498734837
DOWNLOAD BOOKRisks of Artificial Intelligence

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

AI by Design

AI by Design
  • Author : Catriona Campbell
  • Publisher : Chapman & Hall/CRC Artificial Intelligence and Robotics Series
  • Release Date : 2022
  • ISBN : 1032196661
DOWNLOAD BOOKAI by Design

AI by Design introduces the reader to Artificial Intelligence and its importance to our future. Exploring behavioural psychology, economics, and real-life and historical examples, Campbell predicts five future scenarios with AI, orientated around the Singularity - the moment when AI exceeds human capabilities, presenting perhaps the biggest challenge to our existence. We are at a tipping point in history and must act now to stop an extinction-level event for humanity. This book explains how to design a future with AI

Responsible Artificial Intelligence

Responsible Artificial Intelligence
  • Author : Virginia Dignum
  • Publisher : Springer Nature
  • Release Date : 2019-11-04
  • ISBN : 9783030303716
DOWNLOAD BOOKResponsible Artificial Intelligence

In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values.

Artificial Intelligence

Artificial Intelligence
  • Author : Melanie Mitchell
  • Publisher : Farrar, Straus and Giroux
  • Release Date : 2019-10-15
  • ISBN : 9780374715236
DOWNLOAD BOOKArtificial Intelligence

Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our world No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it. In Artificial Intelligence, Mitchell turns to

Artificial Intelligence: The Basics

Artificial Intelligence: The Basics
  • Author : Kevin Warwick
  • Publisher : Routledge
  • Release Date : 2013-03-01
  • ISBN : 9781136629839
DOWNLOAD BOOKArtificial Intelligence: The Basics

'if AI is outside your field, or you know something of the subject and would like to know more then Artificial Intelligence: The Basics is a brilliant primer.' - Nick Smith, Engineering and Technology Magazine November 2011 Artificial Intelligence: The Basics is a concise and cutting-edge introduction to the fast moving world of AI. The author Kevin Warwick, a pioneer in the field, examines issues of what it means to be man or machine and looks at advances in robotics

Artificial Intelligence Basics

Artificial Intelligence Basics
  • Author : Tom Taulli
  • Publisher : Apress
  • Release Date : 2019-08-01
  • ISBN : 9781484250280
DOWNLOAD BOOKArtificial Intelligence Basics

Artificial intelligence touches nearly every part of your day. While you may initially assume that technology such as smart speakers and digital assistants are the extent of it, AI has in fact rapidly become a general-purpose technology, reverberating across industries including transportation, healthcare, financial services, and many more. In our modern era, an understanding of AI and its possibilities for your organization is essential for growth and success. Artificial Intelligence Basics has arrived to equip you with a fundamental, timely

Artificial Intelligence for a Better Future

Artificial Intelligence for a Better Future
  • Author : Bernd Carsten Stahl
  • Publisher : Springer Nature
  • Release Date : 2021-03-17
  • ISBN : 9783030699789
DOWNLOAD BOOKArtificial Intelligence for a Better Future

This open access book proposes a novel approach to Artificial Intelligence (AI) ethics. AI offers many advantages: better and faster medical diagnoses, improved business processes and efficiency, and the automation of boring work. But undesirable and ethically problematic consequences are possible too: biases and discrimination, breaches of privacy and security, and societal distortions such as unemployment, economic exploitation and weakened democratic processes. There is even a prospect, ultimately, of super-intelligent machines replacing humans. The key question, then, is: how can