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.
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.