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Index
Cover
Title Page
Copyright Page
Dedication
Table of Contents
Foreword by Kevin Scott, CTO, Microsoft
Preface
Acknowledgments
1. The Secret of the Automaton
2. Self-Driving Cars and the DARPA Grand Challenge
3. Keeping within the Lanes: Perception in Self-Driving Cars
4. Yielding at Intersections: The Brain of a Self-Driving Car
5. Netflix and the Recommendation–Engine Challenge
6. Ensembles of Teams: The Netflix Prize Winners
7. Teaching Computers by Giving Them Treats
8. How to Beat Atari Games by Using Neural Networks
9. Artificial Neural Networks’ View of the World
10. Looking Under the Hood of Deep Neural Networks
11. Neural Networks that Can Hear, Speak, and Remember
12. Understanding Natural Language (and Jeopardy! Questions)
13. Mining the Best Jeopardy! Answer
14. Brute-Force Search Your Way to a Good Strategy
15. Expert-Level Play for the Game of Go
16. Real-Time AI and StarCraft
17. Five Decades (or More) from Now
Index
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