【预订】Neural Approximations for Optimal Control and Decision 9
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/ 2019-12-20
Product Details 基本信息 ISBN-13 书号 9783030296919 Author 作者 Riccardo Zoppoli Format 版本 精装 Pages Number 页数 518页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2019-12-20 Language 语种 英语 Book Contents 内容简介 Neural Approximations for Optimal Control and Decisionprovides a comprehensive methodology for the approximate solution of functional optimization problems using neural networks and other nonlinear approximators where the use of traditional optimal control tools is prohibited by complicating factors like non-Gaussian noise, strong nonlinearities, large dimension of state and control vectors, etc.Features of the text include:? a general functional optimization framework;? thorough illustration of recent theoretical insights into the approximate solutions of complex functional optimization problems;? comparison of classical and neural-network based methods of approxi
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