Reinforcement Learning and Approximate Dynamic Programming for Feedback Control pdf epub mobi txt 電子書下載2025

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出版者:

作者:Lewis, Frank L.; Liu, Derong;

出品人:

頁數:648

译者:

出版時間:2012-12

價格:$ 163.85

裝幀:

isbn號碼:9781118104200

叢書系列:

圖書標籤:

計算科學
統計學習
控製理論
Reinforcement Learning
Approximate Dynamic Programming
Feedback Control
Machine Learning
Control Systems
Dynamical Systems
Robotics
Operations Research
Artificial Intelligence
Decision Making

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具體描述

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.