Deep reinforcement learning hands-on apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more
This book is a practical, developer-oriented introduction to deep reinforcement learning (RL). Explore the theoretical concepts of RL, before discovering how deep learning (DL) methods and tools are making it possible to solve more complex and challenging problems than ever before. Apply deep RL met...
Main Author: | |
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Format: | eBook |
Language: | English |
Published: |
Birmingham, UK
Packt Publishing
2018
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Subjects: | |
Online Access: | |
Collection: | O'Reilly - Collection details see MPG.ReNa |
Summary: | This book is a practical, developer-oriented introduction to deep reinforcement learning (RL). Explore the theoretical concepts of RL, before discovering how deep learning (DL) methods and tools are making it possible to solve more complex and challenging problems than ever before. Apply deep RL methods to training your agent to beat arcade .. |
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Item Description: | "Expert insight." |
Physical Description: | 1 volume illustrations |
ISBN: | 9781788839303 1788839307 1788834240 |