Artificial General Intelligence: 5th Workshop On Computer Games, Cgw 2016, And 5th Workshop On General Intelligence In Game-playing Agents, Giga 2016, Held In Conjunction With The 25th International Conference On Artificial Intelligence, Ijcai 2016, New York, Usa, July 9-10, 2016, Revised Selected Papers (The MIT Press Essential Knowledge series #705)

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Synopsis
How to make AI capable of general intelligence, and what such technology would mean for society.Artificial intelligence surrounds us. More and more of the systems and services you interact with every day are based on AI technology. Although some very recent AI systems are generalists to a degree, most AI is narrowly specific; that is, it can only do a single thing, in a single context. For example, your spellchecker can’t do mathematics, and the world's best chess-playing program can’t play Tetris. Human intelligence is different. We can solve a variety of tasks, including those we have not seen before. In Artificial General Intelligence, Julian Togelius explores technical approaches to developing more general artificial intelligence and asks what general AI would mean for human civilization.Togelius starts by giving examples of narrow AI that have superhuman performance in some way. Interestingly, there have been AI systems that are superhuman in some sense for more than half a century. He then discusses what it would mean to have general intelligence, by looking at definitions from psychology, ethology, and computer science. Next, he explores the two main families of technical approaches to developing more general artificial intelligence: foundation models through self-supervised learning, and open-ended learning in virtual environments. The final chapters of the book investigate potential artificial general intelligence beyond the strictly technical aspects. The questions discussed here investigate whether such general AI would be conscious, whether it would pose a risk to humanity, and how it might alter society.
Copyright:
2020

Book Details

Book Quality:
Publisher Quality
ISBN-13:
9780262380140
Related ISBNs:
9780262549349
Publisher:
MIT Press
Date of Addition:
Copyrighted By:
Massachusetts Institute of Technology
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet, Technology, Social Studies
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.

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