Artificial intelligence: a guide for thinking humans
No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. An award-winning author and leading computer scientist reveals its turbulent history and the recent surge of successes, grand hopes, and emergi...
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York
Picador
2020
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| Edition: | First Picador paperback edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. An award-winning author and leading computer scientist reveals its turbulent history and the recent surge of successes, grand hopes, and emerging fears that surround AI. |
| Physical Description: | 317 Seiten Illustrationen 24 cm |
| ISBN: | 9781250758040 |
Staff View
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Record in the Search Index
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| adam_text | Contents Prologue: Terrified з Part I: Background 1. The Roots of Artificial Intelligence 17 2. Neural Networks and the Ascent of Machine Learning 35 3. Al Spring 43 Part II: Looking and Seeing 4. Who, What, When, Where, Why 67 5. ConvNets and ImageNet si 6. A Closer Look at Machines That Learn 96 7. On Trustworthy and Ethical Al 117 Part III: Learning to Play 8. Rewards for Robots 133 9. Game On 145 10. Beyond Games ies Part IV: Artificial Intelligence Meets Natural Language 11. Words, and the Company They Keep 177 12. Translation as Encoding and Decoding 197 13. Ask Me Anything 2ı3 Part V: The Barrier of Meaning 14. On Understanding 235 15. Knowledge, Abstraction, and Analogy in Artificial Intelligence 247 16. Questions, Answers, and Speculations 266 Notes 281 Acknowledgments 303 Index 305
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| adam_txt |
Contents Prologue: Terrified з Part I: Background 1. The Roots of Artificial Intelligence 17 2. Neural Networks and the Ascent of Machine Learning 35 3. Al Spring 43 Part II: Looking and Seeing 4. Who, What, When, Where, Why 67 5. ConvNets and ImageNet si 6. A Closer Look at Machines That Learn 96 7. On Trustworthy and Ethical Al 117 Part III: Learning to Play 8. Rewards for Robots 133 9. Game On 145 10. Beyond Games ies Part IV: Artificial Intelligence Meets Natural Language 11. Words, and the Company They Keep 177 12. Translation as Encoding and Decoding 197 13. Ask Me Anything 2ı3 Part V: The Barrier of Meaning 14. On Understanding 235 15. Knowledge, Abstraction, and Analogy in Artificial Intelligence 247 16. Questions, Answers, and Speculations 266 Notes 281 Acknowledgments 303 Index 305 |
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| spelling | Mitchell, Melanie Verfasser (DE-588)142102970 aut Artificial intelligence a guide for thinking humans Melanie Mitchell First Picador paperback edition New York Picador 2020 317 Seiten Illustrationen 24 cm txt rdacontent n rdamedia nc rdacarrier No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. An award-winning author and leading computer scientist reveals its turbulent history and the recent surge of successes, grand hopes, and emerging fears that surround AI. Artificial intelligence Machine learning COMPUTERS / Machine Theory bisacsh Artificial intelligence fast Machine learning fast Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Äquivalent Druck-Ausgabe, Hardcover 978-0-374-25783-5 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032596889&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mitchell, Melanie Artificial intelligence a guide for thinking humans Artificial intelligence Machine learning COMPUTERS / Machine Theory bisacsh Artificial intelligence fast Machine learning fast Künstliche Intelligenz (DE-588)4033447-8 gnd |
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| title | Artificial intelligence a guide for thinking humans |
| title_auth | Artificial intelligence a guide for thinking humans |
| title_exact_search | Artificial intelligence a guide for thinking humans |
| title_exact_search_txtP | Artificial intelligence a guide for thinking humans |
| title_full | Artificial intelligence a guide for thinking humans Melanie Mitchell |
| title_fullStr | Artificial intelligence a guide for thinking humans Melanie Mitchell |
| title_full_unstemmed | Artificial intelligence a guide for thinking humans Melanie Mitchell |
| title_short | Artificial intelligence |
| title_sort | artificial intelligence a guide for thinking humans |
| title_sub | a guide for thinking humans |
| topic | Artificial intelligence Machine learning COMPUTERS / Machine Theory bisacsh Artificial intelligence fast Machine learning fast Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Artificial intelligence Machine learning COMPUTERS / Machine Theory Künstliche Intelligenz |
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