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How smart machines think [electronic resource]
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| 자료유형 | 단행본 |
|---|---|
| 서명/저자사항 | How smart machines think/ Sean Gerrish. [electronic resource]. |
| 개인저자 | Gerrish, Sean,author. |
| 발행사항 | Cambridge, MA: MIT Press, [2018]. |
| 형태사항 | 1 online resource. |
| 기타형태 저록 | Print version: Gerrish, Sean. How smart machines think. Cambridge, MA : MIT Press, [2018] 9780262038409 |
| ISBN | 9780262347938 0262347938 |
| 서지주기 | Includes bibliographical references and index. |
| 요약 | 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 thingswork? 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. |
| 일반주제명 | Neural networks (Computer science) Machine learning. Artificial intelligence. Artificial intelligence. Machine learning. Neural networks (Computer science) COMPUTERS / Neural Networks. COMPUTERS / General |
| 언어 | 영어 |
| 바로가기 |  |
