Reinforcement learning and approximate dynamic programming for feedback control

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Tác giả: Frank L Lewis, Derong Liu

Ngôn ngữ: eng

ISBN-10: 111810420X

ISBN-13: 978-1118104200

Ký hiệu phân loại: 003.5 Theory of communication and control

Thông tin xuất bản:

Mô tả vật lý: xxvi, 613 pages : , illustrations ; , 24 cm.

Bộ sưu tập: Công nghệ thông tin

ID: 349436

"Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern complex systems. This book describes the latest RL and ADP techniques for decision and control in human engineered systems, covering both single player decision and control and multi-player games. Edited by the pioneers of RL and ADP research, the book brings together ideas and methods from many fields and provides an important and timely guidance on controlling a wide variety of systems, such as robots, industrial processes, and economic decision-making"-- Provided by publisher. "Reinforcement learning and adaptive control can be useful for controlling a wide variety of systems including robots, industrial processes, and economical decision making"-- Provided by publisher.
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