Introduction to Multi-Armed Bandits
Author:   Aleksandrs Slivkins
Publisher:   now publishers Inc
ISBN:  

9781680836202


Pages:   306
Publication Date:   07 November 2019
Format:   Paperback
Availability:   In Print   Availability explained
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Introduction to Multi-Armed Bandits


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Author:   Aleksandrs Slivkins
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Weight:   0.435kg
ISBN:  

9781680836202


ISBN 10:   168083620
Pages:   306
Publication Date:   07 November 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Preface Introduction: Scope and Motivation 1. Stochastic Bandits 2. Lower Bounds 3. Bayesian Bandits and Thompson Sampling 4. Lipschitz Bandits 5. Full Feedback and Adversarial Costs 6. Adversarial Bandits 7. Linear Costs and Semi-bandits 8. Contextual Bandits 9. Bandits and Games 10. Bandits with Knapsacks 11. Bandits and Incentives Appendices Acknowledgements References

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