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Reinforcement Learning Algorithms: Analysis and Applications (Studies in Computational Intelligence, 883) - Hardcover

 
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ISBN 10:  3030411907 ISBN 13:  9783030411909
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ISBN 10: 3030411877 ISBN 13: 9783030411879
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ISBN 10: 3030411877 ISBN 13: 9783030411879
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book reviews research developments in diverse areas of reinforcement learning such as model-free actor-critic methods, model-based learning and control, information geometry of policy searches, reward design, and exploration in biology and the behavioral sciences. Special emphasis is placed on advanced ideas, algorithms, methods, and applications. The contributed papers gathered here grew out of a lecture course on reinforcement learning held by Prof. Jan Peters in the winter semester 2018/2019 at Technische Universität Darmstadt. The book is intended for reinforcement learning students and researchers with a firm grasp of linear algebra, statistics, and optimization. Nevertheless, all key concepts are introduced in each chapter, making the content self-contained and accessible to a broader audience. 216 pp. Englisch. Seller Inventory # 9783030411879

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Belousov, Boris|Abdulsamad, Hany|Klink, Pascal|Parisi, Simone|Peters, Jan
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides recent research on reinforcement learning algorithms Presents the analysis and application alike Written by respected experts in the field&nbspBoris Belousov is a Ph.D. student at Technische. Seller Inventory # 448681599

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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book reviews research developments in diverse areas of reinforcement learning such as model-free actor-critic methods, model-based learning and control, information geometry of policy searches, reward design, and exploration in biology and the behavioral sciences. Special emphasis is placed on advanced ideas, algorithms, methods, and applications. The contributed papers gathered here grew out of a lecture course on reinforcement learning held by Prof. Jan Peters in the winter semester 2018/2019 at Technische Universität Darmstadt. The book is intended for reinforcement learning students and researchers with a firm grasp of linear algebra, statistics, and optimization. Nevertheless, all key concepts are introduced in each chapter, making the content self-contained and accessible to a broader audience. Seller Inventory # 9783030411879

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Belousov, Boris (Editor)/ Abdulsamad, Hany (Editor)/ Klink, Pascal (Editor)/ Parisi, Simone (Editor)/ Peters, Jan (Editor)
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