Skip to main content
Have a personal or library account? Click to login
The Reinforcement Learning Workshop Cover

The Reinforcement Learning Workshop

Learn how to apply cutting-edge reinforcement learning algorithms to a wide range of control problems

Publisher:Packt Publishing Limited
By: Alessandro Palmas Palmas,  Emanuele Ghelfi Ghelfi and  Dr. Alexandra Galina Petre Petre  
Paid access
|Jan 2020
Product purchase options
Table of contents

Table of Contents

  1. Introduction to Reinforcement Learning
  2. Markov Decision Processes and Bellman Equations
  3. Deep Learning in Practice with TensorFlow 2
  4. Getting Started with OpenAI and TensorFlow for Reinforcement Learning
  5. Dynamic Programming
  6. Monte Carlo Methods
  7. Temporal Difference Learning
  8. The Multi-Armed Bandit Problem
  9. What Is Deep Q Learning?
  10. Playing an Atari Game with Deep Recurrent Q Networks
  11. Policy-Based Methods for Reinforcement Learning
  12. Evolutionary Strategies for RL
PDF ISBN: 978-1-80020-996-1
Publisher: Packt Publishing Limited
Publication date: 2020
Language: English
Pages: 822
Related subjects:
Computer sciences,
Computer sciences, other

People also read

Deep Reinforcement Learning Hands-On
Book

Deep Reinforcement Learning Hands-On

Maxim Lapan
Deep Reinforcement Learning Hands-On
Book

Deep Reinforcement Learning Hands-On

Maxim Lapan
Deep Reinforcement Learning with Python
Book

Deep Reinforcement Learning with Python

Sudharsan Ravichandiran
Hands-On Reinforcement Learning with Python
Book

Hands-On Reinforcement Learning with Python

Sudharsan Ravichandiran
Deep Reinforcement Learning Hands-On
Book

Deep Reinforcement Learning Hands-On

Maxim Lapan
Practical Deep Reinforcement Learning with Python
Book

Practical Deep Reinforcement Learning with Python

Ivan Gridin
Reinforcement Learning Algorithms with Python
Book

Reinforcement Learning Algorithms with Python

Andrea Lonza
Mastering Reinforcement Learning with Python
Book

Mastering Reinforcement Learning with Python

Enes Bilgin
Hands-On Reinforcement Learning for Games
Book

Hands-On Reinforcement Learning for Games

Micheal Lanham
Reinforcement Learning with TensorFlow
Book

Reinforcement Learning with TensorFlow

Sayon Dutta