How Smart Machines Think

How Smart Machines Think
Author :
Publisher : MIT Press
Total Pages : 313
Release :
ISBN-10 : 9780262537971
ISBN-13 : 0262537974
Rating : 4/5 (71 Downloads)

Book Synopsis How Smart Machines Think by : Sean Gerrish

Download or read book How Smart Machines Think written by Sean Gerrish and published by MIT Press. This book was released on 2019-10-22 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Everything you want to know about the breakthroughs in AI technology, machine learning, and deep learning—as seen in self-driving cars, Netflix recommendations, and more. The future is here: Self-driving cars are on the streets, an algorithm gives you movie and TV recommendations, IBM’s Watson triumphed on Jeopardy over puny human brains, computer programs can be trained to play Atari games. But how do all these things work? In this book, Sean Gerrish offers an engaging and accessible overview of the breakthroughs in artificial intelligence and machine learning that have made today’s machines so smart. Gerrish outlines some of the key ideas that enable intelligent machines to perceive and interact with the world. He describes the software architecture that allows self-driving cars to stay on the road and to navigate crowded urban environments; the million-dollar Netflix competition for a better recommendation engine (which had an unexpected ending); and how programmers trained computers to perform certain behaviors by offering them treats, as if they were training a dog. He explains how artificial neural networks enable computers to perceive the world—and to play Atari video games better than humans. He explains Watson’s famous victory on Jeopardy, and he looks at how computers play games, describing AlphaGo and Deep Blue, which beat reigning world champions at the strategy games of Go and chess. Computers have not yet mastered everything, however; Gerrish outlines the difficulties in creating intelligent agents that can successfully play video games like StarCraft that have evaded solution—at least for now. Gerrish weaves the stories behind these breakthroughs into the narrative, introducing readers to many of the researchers involved, and keeping technical details to a minimum. Science and technology buffs will find this book an essential guide to a future in which machines can outsmart people.


How Smart Machines Think Related Books

How Smart Machines Think
Language: en
Pages: 313
Authors: Sean Gerrish
Categories: Computers
Type: BOOK - Published: 2019-10-22 - Publisher: MIT Press

DOWNLOAD EBOOK

Everything you want to know about the breakthroughs in AI technology, machine learning, and deep learning—as seen in self-driving cars, Netflix recommendation
Human Work in the Age of Smart Machines
Language: en
Pages: 208
Authors: Jamie Merisotis
Categories: Business & Economics
Type: BOOK - Published: 2020-10-06 - Publisher: Rosetta Books

DOWNLOAD EBOOK

A public policy leader addresses how artificial intelligence is transforming the future of labor—and what we can do to protect the role of workers. As compute
Thinking Machines
Language: en
Pages: 288
Authors: Luke Dormehl
Categories: Computers
Type: BOOK - Published: 2017-03-07 - Publisher: Penguin

DOWNLOAD EBOOK

A fascinating look at Artificial Intelligence, from its humble Cold War beginnings to the dazzling future that is just around the corner. When most of us think
What to Think About Machines That Think
Language: en
Pages: 576
Authors: John Brockman
Categories: Science
Type: BOOK - Published: 2015-10-06 - Publisher: HarperCollins

DOWNLOAD EBOOK

Weighing in from the cutting-edge frontiers of science, today’s most forward-thinking minds explore the rise of “machines that think.” Stephen Hawking rec
Smart Machines in Education
Language: en
Pages: 502
Authors: Kenneth D. Forbus
Categories: Business & Economics
Type: BOOK - Published: 2001 - Publisher:

DOWNLOAD EBOOK

The emerging widespread use of artificial intelligence in education.