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Dimitri P. Bertsekas

This is a draft of a book that is scheduled to be finalized sometime within 2019, and to be published by Athena Scientific. The purpose of the book…

Reinforcement Learning: An Introduction

Richard S. Sutton, Andrew G. Barto
November 2018

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in…

Python Reinforcement Learning Projects

Sean Saito, Yang Wenzhuo, Rajalingappaa Shanmugamani
September 2018

Reinforcement learning is one of the most exciting and rapidly growing fields in machine learning. This is due to the many novel algorithms developed…

Keras Reinforcement Learning Projects

Giuseppe Ciaburro
September 2018

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…

Hands-On Reinforcement Learning with Python

Sudharsan Ravichandiran
June 2018

Reinforcement Learning (RL) is the trending and most promising branch of artificial intelligence. Hands-On Reinforcement learning with Python will…

Deep Reinforcement Learning in Action

Alexander Zai and Brandon Brown
June 2018

Deep Reinforcement Learning in Action teaches you how to program agents that learn and improve based on direct feedback from their environment.…

Deep Reinforcement Learning Hands-On

Maxim Lapan
June 2018

Recent developments in reinforcement learning (RL), combined with deep learning (DL), have seen unprecedented progress made towards training agents…

Grokking Deep Reinforcement Learning

Miguel Morales
May 2018

Grokking Deep Reinforcement Learning is a beautifully balanced approach to teaching, offering numerous large and small examples, annotated diagrams…

Reinforcement Learning with TensorFlow

Sayon Dutta
April 2018

Reinforcement Learning (RL), allows you to develop smart, quick and self-learning systems in your business surroundings. It is an effective method to…

Reinforcement Learning With Open AI, TensorFlow and Keras Using Python

Nandy, Abhishek, Biswas, Manisha

Master reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve and then…

Artificial Intelligence and Games

Georgios N. Yannakakis, Julian Togelius

This is the first textbook dedicated to explaining how artificial intelligence (AI) techniques can be used in and for games. After introductory…

Reinforcement Learning for Optimal Feedback Control

Rushikesh Kamalapurkar, Patrick Walters, Joel Rosenfeld, Warren Dixon

Reinforcement Learning for Optimal Feedback Control develops model-based and data-driven reinforcement learning methods for solving optimal control…