Book Title: Mastering Reinforcement Learning

Author: Tim Miller

Book Description: Are you interested in the field of reinforcement learning? This cutting-edge area has driven numerous high-profile breakthroughs in artificial intelligence, including AlphaFold, which revolutionized protein structure prediction, and AlphaZero, which mastered complex games like chess and Go from scratch. It has been pivotal in fine-tuning large language models. To grasp the current advancements in this rapidly evolving domain, it's essential to build a solid foundation. 'Mastering Reinforcement Learning’ guides readers from the fundamental concepts to the latest techniques, seamlessly blending theory, practice, and code. This book is designed for both beginners and those with some experience in reinforcement learning who wish to elevate their skills and apply them to real-world scenarios.

Licence:
Creative Commons Attribution NonCommercial ShareAlike

Contents

Book Information

Author

Tim Miller

Licence

Icon for the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License

Mastering Reinforcement Learning Copyright © 2024 by The University of Queensland is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, except where otherwise noted.

Subject

Artificial intelligence

Metadata

Title
Mastering Reinforcement Learning
Author
Tim Miller
Licence

Icon for the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License

Mastering Reinforcement Learning Copyright © 2024 by The University of Queensland is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, except where otherwise noted.

Primary Subject
Artificial intelligence
Institution
University of Queensland
Publisher
The University of Queensland
Publication Date
July 19, 2024
Digital Object Identifier (DOI)
https://doi.org/10.14264/4bf1412
Ebook ISBN
978-1-74272-431-7