Neuro-Dynamic Programming 2024 pdf epub mobi 电子书

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发表于2024-07-05

Neuro-Dynamic Programming 2024 pdf epub mobi 电子书

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出版者:Athena Scientific

作者:Dimitri P. Bertsekas

出品人:

页数:491

译者:

出版时间:1996-5

价格:USD 89.00

装帧:Hardcover

isbn号码:9781886529106

丛书系列:

图书标签: 数学 Programming 数学和计算机 Neuro-Dynamic brain Nuero-Dynamic Cognitive_Science

Neuro-Dynamic Programming 2024 pdf epub mobi 电子书图书描述

This is the first textbook that fully explains the neuro-dynamic programming/reinforcement learning methodology, which is a recent breakthrough in the practical application of neural networks and dynamic programming to complex problems of planning, optimal decision making, and intelligent control.

Neuro-dynamic programming uses neural network approximations to overcome the "curse of dimensionality" and the "curse of modeling" that have been the bottlenecks to the practical application of dynamic programming and stochastic control to complex problems. The methodology allows systems to learn about their behavior through simulation, and to improve their performance through iterative reinforcement.

This book provides the first systematic presentation of the science and the art behind this exciting and far-reaching methodology.

The book develops a comprehensive analysis of neuro-dynamic programming algorithms, and guides the reader to their successful application through case studies from complex problem areas.

Neuro-Dynamic Programming 2024 pdf epub mobi 电子书

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