An Introduction to Deep Reinforcement Learning
Author:   Vincent François-Lavet ,  Peter Henderson ,  Riashat Islam ,  Marc G. Bellemare
Publisher:   now publishers Inc
ISBN:  

9781680835380


Pages:   156
Publication Date:   20 December 2018
Format:   Paperback
Availability:   In Print   Availability explained
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An Introduction to Deep Reinforcement Learning


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Author:   Vincent François-Lavet ,  Peter Henderson ,  Riashat Islam ,  Marc G. Bellemare
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Weight:   0.230kg
ISBN:  

9781680835380


ISBN 10:   1680835386
Pages:   156
Publication Date:   20 December 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. Machine learning and deep learning 3. Introduction to reinforcement learning 4. Value-based methods for deep RL 5. Policy gradient methods for deep RL 6. Model-based methods for deep RL 7. The concept of generalization 8. Particular challenges in the online setting 9. Benchmarking Deep RL 10. Deep reinforcement learning beyond MDPs1 1. Perspectives on deep reinforcement learning1 2. Conclusion Appendix References

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