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Product Description
Reinforcement Learning ExplainedA Practical Problem-Solving Approach
Author(s): Jonas Hellgren, Johannes Lindgren
Format: Hardback
Publisher: Taylor & Francis Ltd, United Kingdom
Imprint: CRC Press
ISBN-13: 9781041062264, 978-1041062264
Synopsis
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 expl.
Reinforcement Learning Explained by Jonas Hellgren, Johannes ... - 9781041062264
Reinforcement Learning ExplainedA Practical Problem-Solving Approach
Author(s): Jonas Hellgren, Johannes Lindgren
Format: Hardback
Publisher: Taylor & Francis Ltd, United Kingdom
Imprint: CRC Press
ISBN-13: 9781041062264, 978-1041062264
Synopsis
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 expl.
This site contains affiliate links for which we may be compensated.
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