Neuro-Dynamic Programming pdf epub mobi txt 电子书下载 2024

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Dimitri P. Bertsekas

Athena Scientific

1996-5

491

USD 89.00

Hardcover

9781886529106

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

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发表于2024-12-25

Neuro-Dynamic Programming epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Neuro-Dynamic Programming pdf epub mobi txt 电子书下载 2024

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 下载 mobi epub pdf txt 电子书