Reinforcement Learning and Approximate Dynamic Programming for Feedback Control

Reinforcement Learning and Approximate Dynamic Programming for Feedback Control pdf epub mobi txt 电子书 下载 2025

出版者:
作者:Lewis, Frank L.; Liu, Derong;
出品人:
页数:648
译者:
出版时间:2012-12
价格:$ 163.85
装帧:
isbn号码:9781118104200
丛书系列:
图书标签:
  • 计算科学 
  • 统计学习 
  • 控制理论 
  •  
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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.

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