Bandit Algorithms for Website Optimization
Subtitle: Developing, Deploying, and Debugging
Edition: First edition
Publisher: O'Reilly Media
Published: 2012
Language: eng
Format: Paperback
Number of pages: 73
ISBN-13: 9781449341336
Table of contents: title: Preface
pagenum: v; label: 1
title: Two Characters: Exploration and Exploitation
pagenum: 1; label: 2
title: Why Use Multiarmed Bandit Algorithms?
pagenum: 7; label: 3
title: The epsilon-Greedy Algorithm
pagenum: 11; label: 4
title: Debugging Bandit Algorithms
pagenum: 21; label: 5
title: The Softmax Algorithm
pagenum: 33; label: 6
title: UCB - The Upper Confidence Bound Algorithm
pagenum: 47; label: 7
title: Bandits in the Real World: Complexity and Complications
pagenum: 59; label: 8
title: Conclusion
pagenum: 69