Tagged: Q-Learning

Hands-On Reinforcement Learning for Games 0

Hands-On Reinforcement Learning for Games

eBook Details: Paperback: 432 pages Publisher: WOW! eBook (January 3, 2020) Language: English ISBN-10: 1839214937 ISBN-13: 978-1839214936 eBook Description: Hands-On Reinforcement Learning for Games: Explore reinforcement learning (RL) techniques to build cutting-edge games using Python libraries such as PyTorch, OpenAI Gym, and TensorFlow With the increased presence of AI in the gaming industry, developers are challenged to create highly responsive and adaptive games by integrating artificial intelligence into their projects. This book is your guide to learning how various reinforcement learning techniques and algorithms...

Hands-On Reinforcement Learning with R 1

Hands-On Reinforcement Learning with R

eBook Details: Paperback: 362 pages Publisher: WOW! eBook (December 17, 2019) Language: English ISBN-10: 1789616719 ISBN-13: 978-1789616712 eBook Description: Hands-On Reinforcement Learning with R: Implement key reinforcement learning algorithms and techniques using different R packages such as the Markov chain, MDP toolbox, contextual, and OpenAI Gym Reinforcement Learning (RL) is an integral part of machine learning (ML), and is used to train algorithms. With this book, you’ll learn how to implement reinforcement learning with R, exploring practical examples such as using tabular Q-learning to...

AI Crash Course 1

AI Crash Course

eBook Details: Paperback: 360 pages Publisher: WOW! eBook (November 29, 2019) Language: English ISBN-10: 1838645357 ISBN-13: 978-1838645359 eBook Description: AI Crash Course: This friendly and accessible guide to AI theory and programming in Python requires no maths or data science background AI is changing the world – and with this book, anyone can start building intelligent software! Master the key skills of deep learning, reinforcement learning, and deep reinforcement learning Understand Q-learning and deep Q-learning Learn from friendly, plain English explanations and practical activities...

Hands-on Reinforcement Learning with PyTorch [Video] 0

Hands-on Reinforcement Learning with PyTorch [Video]

Hands-on Reinforcement Learning with PyTorch [Video] English | MP4 | AVC 1920×1080 | AAC 48KHz 2ch | 3h 06m | 599 MB eLearning | Skill level: All Levels Hands-on Reinforcement Learning with PyTorch [Video]: Dive into advanced deep reinforcement learning algorithms using PyTorch 1.x PyTorch, Facebook’s deep learning framework, is clear, easy to code and easy to debug, thus providing a straightforward and simple experience for developers. This course is your hands-on guide to the core concepts of deep reinforcement...

Hands-On Q-Learning with Python 0

Hands-On Q-Learning with Python

eBook Details: Paperback: 212 pages Publisher: WOW! eBook (April 19, 2019) Language: English ISBN-10: 1789345804 ISBN-13: 978-1789345803 eBook Description: Hands-On Q-Learning with Python: Leverage the power of reward-based training for your deep learning models with Python Q-learning is a machine learning algorithm used to solve optimization problems in artificial intelligence (AI). It is one of the most popular fields of study among AI researchers. This book starts off by introducing you to reinforcement learning and Q-learning, in addition to helping you get familiar with...