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1341 bandit algorithms for website optimization

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1341 bandit algorithms for website optimization

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...www.it-ebooks.info Bandit Algorithms for Website Optimization John Myles White www.it-ebooks.info Bandit Algorithms for Website Optimization by John Myles White Copyright... Bandit Algorithms A Taxonomy of Bandit Algorithms Learning More and Other Topics iv | Table of Contents www.it-ebooks.info 69 71 72 Preface Finding the Code for This Book This book is about algorithms. .. success of that site For many web developers, the most famous type of website optimization is called Search Engine Optimization (or SEO for short), a process that involves modifying a website to increase

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Xem thêm: 1341 bandit algorithms for website optimization , Chapter 1. Two Characters: Exploration and Exploitation, Chapter 2. Why Use Multiarmed Bandit Algorithms?, Chapter 6. UCB – The Upper Confidence Bound Algorithm, Chapter 7. Bandits in the Real World: Complexity and Complications

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Mục lục

  • Copyright

  • Table of Contents

  • Preface

    • Finding the Code for This Book

    • Dealing with Jargon: A Glossary

    • Conventions Used in This Book

    • Using Code Examples

    • Safari® Books Online

    • How to Contact Us

    • Acknowledgments

    • Chapter 1. Two Characters: Exploration and Exploitation

      • The Scientist and the Businessman

        • Cynthia the Scientist

        • Bob the Businessman

        • Oscar the Operations Researcher

        • The Explore-Exploit Dilemma

        • Chapter 2. Why Use Multiarmed Bandit Algorithms?

          • What Are We Trying to Do?

          • The Business Scientist: Web-Scale A/B Testing

          • Chapter 3. The epsilon-Greedy Algorithm

            • Introducing the epsilon-Greedy Algorithm

            • Describing Our Logo-Choosing Problem Abstractly

              • What’s an Arm?

              • What’s a Reward?

              • What’s a Bandit Problem?

              • Implementing the epsilon-Greedy Algorithm

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