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You are here: Home ▶ Limited-Time Offers ▶ Hands-On Q-Learning with Python

Hands-On Q-Learning with Python

March 13, 2020

Hands-On Q-Learning with Python

With Hands-On Q-Learning with Python, understand Q-learning algorithms to train neural networks using Markov Decision Process (MDP). Study practical deep reinforcement learning using Q-Networks. (Limited-time offer)

 
 
 
 
 

Table of Contents

  • Brushing Up on Reinforcement Learning Concepts
  • Getting Started with the Q-Learning Algorithm
  • Setting Up Your First Environment with OpenAI Gym
  • Teaching a Smartcab to Drive Using Q-Learning
  • Building Q-Networks with TensorFlow
  • Digging Deeper into Deep Q-Networks with Keras and TensorFlow
  • Decoupling Exploration and Exploitation in Multi-Armed Bandits
  • Further Q-Learning Research and Future Projects

Download Free PDF / Read Online

Author(s): Nazia Habib
Publisher: Packt Publishing
Published: April 2019
Format(s): Online
File size: –
Number of pages: 212
Download / View Link(s): This offer has ended.
Free as of 03/13/2020.

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