Reinforcement Learning Explained: A Practical Problem-Solving Approach
Language: English
Published by Taylor & Francis Ltd, 2026
- Softcover
- New

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- Title
- Reinforcement Learning Explained: A Practical Problem-Solving Approach
- Author
- Jonas Hellgren
- Publisher
- Taylor & Francis Ltd
- Publication year
- 2026
- Condition
- New
- Binding
- Paperback / softback
- Language
- English
- ISBN 10
- 103299665X
- ISBN 13
- 9781032996653
- Item weight
- 526 grams
Reinforcement Learning (RL) is a branch of Artificial Intelligence (AI) where agents learn optimal behavior through interaction with an environment by receiving feedback in the form of reward. After decades of research, RL has matured into a powerful technology driving real-world innovation; it is now used in areas such as robotics, energy systems, finance, and autonomous vehicles.
Yet, for many, RL feels inaccessible, buried under dense mathematics and complex theory. This book changes that. It is designed to help newcomers start applying RL as quickly as possible through a classical pedagogical approach: many small, focused examples that build intuition and practical skill step by step.
Featuring:
- Essential concepts explained from the ground up
- Code-based examples that reveal how algorithms work in practice
- Worked examples by hand to strengthen intuition, just like in engineering or mathematics textbooks
- Language-agnostic guidance, easily followed using Python, Java, or C++
Even readers without coding or university-level mathematics backgrounds will gain valuable insight into the fascinating world of RL―insight that may become a critical differentiator in the age of AI. Additional information, sample chapters, and short, easy-to-follow explanatory videos can be found on the author companion website here: relexp.com. Whether you are a student or professional, Reinforcement Learning Explained will give you the tools and confidence to explore one of AI’s most exciting frontiers.
"Synopsis" may belong to another edition of this title.
About the Author
Jonas Hellgren is a researcher specializing in reinforcement learning, optimization, and electrified vehicle systems. With experience across academia and industry spanning patents, publications, thesis supervision, and industrial projects, he brings both practical insight and theoretical depth. This book reflects his commitment to making complex ideas accessible.
Johannes Lindgren is a technical consultant specializing in software development, verification, and commissioning across rail, automotive, and maritime applications. Currently at Combine, developing software for the rail sector. Previous roles include simulation and verification at Volvo Autonomous Solutions and system commissioning at Lean Marine, along with research in image segmentation at CPAC Systems.
"About the title" may belong to another edition of this title.
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