Deep Reinforcement Learning in Action

Deep Reinforcement Learning in Action

Alexander Zai , Brandon Brown
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Apr 28, 2020 · English · Paperback (325 pages)
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Book Details

Format Paperback
Pages 325
Language English
Published Apr 28, 2020
Publisher Manning
Edition First Edition
ISBN-10 1617295434
ISBN-13 9781617295430

Description

Deep reinforcement learning brings a fresh perspective to the world of artificial intelligence, teaching machines the art of decision-making through feedback-driven learning. This compelling guide explores the intricate mechanisms behind this transformative approach, where agents are trained to navigate complex environments and optimize their behavior by receiving rewards or penalties based on their actions. The authors unfold the nuances of various algorithms, demonstrating how these concepts intertwine in practical scenarios.

As the narrative unfolds, readers are introduced to hands-on examples and real-world applications that illustrate the power of deep reinforcement learning in action. The text is both informative and engaging, allowing readers to grasp fundamental principles while encouraging them to explore further. By tackling the challenges of modern machine learning, the authors empower enthusiasts and practitioners alike to harness the potential of this groundbreaking technology, making it accessible and exciting for a wide audience.

Genres

Thriller & Suspense Action & Adventure Science & Technology

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