Neuro-Dynamic Programming

Neuro-Dynamic Programming

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May 1, 1996 · Englisch · Gebundene Ausgabe (512 Seiten)
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Buchdetails

Format Gebundene Ausgabe
Seiten 512
Sprache Englisch
Veröffentlicht May 1, 1996
Verlag Athena Scientific
ISBN-10 1886529108
ISBN-13 9781886529106

Beschreibung

In a groundbreaking exploration of neuro-dynamic programming and reinforcement learning, the authors offer a comprehensive textbook that serves as a cornerstone for understanding these dynamic fields. With clarity and depth, the work meticulously bridges the gap between theoretical foundations and practical applications, making it accessible to both newcomers and seasoned practitioners. It unravels complex concepts while providing insightful discussions that stimulate deeper thinking.

Through engaging explanations and illustrative examples, the authors guide the reader on an intellectual journey through the intricacies of decision-making processes and optimization. They delve into the relationship between artificial intelligence and human learning, examining how these systems can be designed to mimic cognitive functions. Each chapter builds upon the last, enhancing understanding and fostering the development of innovative approaches to problem-solving in uncertain environments.

Rich in mathematical rigor yet approachable, the textbook stands as an essential resource for scholars and engineers alike. By emphasizing practical techniques and real-world applications, it equips its audience with the tools needed to navigate and contribute to the evolving landscape of neuro-dynamic programming and reinforcement learning.

Genres

Wissenschaft & Technologie Kunst & Fotografie

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