Python Reinforcement Learning Projects
Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow
| Price | $44.99 - $56.42
|
| Rating |  |
| Authors | Sean Saito, Yang Wenzhuo, Rajalingappaa Shanmugamani |
| Publisher | Packt Publishing |
| Published | 2018 |
| Pages | 296 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1788991613 |
| ISBN-13 | 9781788991612 |
Reinforcement learning is one of the most exciting and rapidly growing fields in machine learning. This is due to the many novel algorithms developed and incredible results published in recent years.
In this book, you will learn about the core concepts of RL including Q-learning, policy gradients, Monte Carlo processes, and several deep reinforcement learning algorithms. As you make your way through the book, you'll work on projects with datasets of various modalities including image, text, and video. You will gain experience in several domains, including gaming, image processing, and physical simulations. You'll explore technologies such as TensorFlow and OpenAI Gym to implement deep learning reinforcement learning algorithms that also predict stock prices, generate natural language, and even build other neural networks.
By the end of this book, you will have hands-on experience with eight reinforcement learning projects, each addressing different topics and/or algorithms. We hope these practical exercises will provide you with better intuition and insight about the field of reinforcement learning and how to apply its algorithms to various problems in real life.
- Sean Saito
- Yang Wenzhuo
- Rajalingappaa Shanmugamani (2 books)
Similar Books
Keras Reinforcement Learning Projects
by Giuseppe Ciaburro
Reinforcement learning has evolved a lot in the last couple of years and proven to be a successful technique in building smart and intelligent AI networks. Keras Reinforcement Learning Projects installs human-level performance into your applications using algorithms and techniques of reinforcement learning, coupled with Keras, a faster ex...
Price: $49.99 | Publisher: Packt Publishing | Release: 2018
by Matthew Lamons, Rahul Kumar, Abhishek Nagaraja
Deep learning has been gradually revolutionizing every field of artificial intelligence, making application development easier.Python Deep Learning Projects imparts all the knowledge needed to implement complex deep learning projects in the field of computational linguistics and computer vision. Each of these projects is unique, helping y...
Price: $44.99 | Publisher: Packt Publishing | Release: 2018
TensorFlow Machine Learning Projects
by Ankit Jain, Armando Fandango, Amita Kapoor
TensorFlow has transformed the way machine learning is perceived. TensorFlow Machine Learning Projects teaches you how to exploit the benefits - simplicity, efficiency, and flexibility - of using TensorFlow in various real-world projects. With the help of this book, you'll not only learn how to build advanced projects using different data...
Price: $34.99 | Publisher: Packt Publishing | Release: 2018
by Manisha Biswas, Abhishek Nandy
Master reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve and then gain a clear picture of how they are inter-related. You'll then work with theories related to reinforcement learning and see the concepts that build up the reinforcement learning process. Rei...
Price: $31.44 | Publisher: Apress | Release: 2017
PyTorch Deep Learning Hands-On 
by Sherin Thomas, Sudhanshu Passi
PyTorch Deep Learning Hands-On is a book for engineers who want a fast-paced guide to doing deep learning work with PyTorch. It is not an academic textbook and does not try to teach deep learning principles. The book will help you most if you want to get your hands dirty and put PyTorch to work quickly.PyTorch Deep Learning Hands-On shows...
Price: $31.99 | Publisher: Packt Publishing | Release: 2019
by Md. Rezaul Karim
Java is one of the most widely used programming languages. With the rise of deep learning, it has become a popular choice of tool among data scientists and machine learning experts.Java Deep Learning Projects starts with an overview of deep learning concepts and then delves into advanced projects. You will see how to build several project...
Price: $39.99 | Publisher: Packt Publishing | Release: 2018
by Reza Zadeh, Bharath Ramsundar
Learn how to solve challenging machine learning problems with Tensorflow, Google's revolutionary new system for deep learning. If you have some background with basic linear algebra and calculus, this practical book shows you how to build - and when to use - deep learning architectures. You'll learn how to design systems capable of detecti...
Price: $27.99 | Publisher: O'Reilly Media | Release: 2018
Python Artificial Intelligence Projects for Beginners
by Joshua Eckroth
Artificial Intelligence (AI) is the newest technology that's being employed among varied businesses, industries, and sectors. Python Artificial Intelligence Projects for Beginners demonstrates AI projects in Python, covering modern techniques that make up the world of Artificial Intelligence.This book begins with helping you to build your...
Price: $24.99 | Publisher: Packt Publishing | Release: 2018