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Reinforcement Learning with TensorFlow Cover

Reinforcement Learning with TensorFlow

A beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym

Publisher:Packt Publishing Limited
By: Sayon Dutta  
Paid access
|May 2018
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Table of Contents

  1. Deep Learning
  2. Training Reinforcement Learning Agents Using OpenAI Gym
  3. Markov Decision Process (MDP)
  4. Policy Gradients
  5. Q-Learning & Deep Q Networks
  6. Asynchronous Methods
  7. Robo Everything
  8. AlphaGo
  9. Reinforcement Learning in Autonomous Driving
  10. Financial Portfolio Management
  11. Reinforcement Learning in Robotics
  12. Deep Reinforcement Learning in AdTech
  13. Reinforcement Learning in Image Processing
  14. Deep Reinforcement Learning in NLP
  15. Appendix 1.Further topics in Reinforcement Learning
PDF ISBN: 978-1-78883-071-3
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2018
Language: English
Pages: 334
Related subjects:
Computer sciences,
Computer sciences, other

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