A Tutorial on Thompson Sampling
Author:   Daniel J. Russo ,  Benjamin Van Roy ,  Abbas Kazerouni ,  Ian Osband
Publisher:   now publishers Inc
ISBN:  

9781680834703


Pages:   112
Publication Date:   12 July 2018
Format:   Paperback
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.

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A Tutorial on Thompson Sampling


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Author:   Daniel J. Russo ,  Benjamin Van Roy ,  Abbas Kazerouni ,  Ian Osband
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Dimensions:   Width: 15.60cm , Height: 0.60cm , Length: 23.40cm
Weight:   0.170kg
ISBN:  

9781680834703


ISBN 10:   1680834703
Pages:   112
Publication Date:   12 July 2018
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

1. Introduction 2. Greedy Decisions 3. Thompson Sampling for the Bernoulli Bandit 4. General Thompson Sampling 5. Approximations 6. Practical Modeling Considerations 7. Further Examples 8. Why it Works, When it Fails, and Alternative Approaches Acknowledgements References

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