| 神经元动态规划综述 |
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| 引用本文： | 金辉宇,于海斌.神经元动态规划综述[J].信息与控制,2001,30(4):343-347. |
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| 作者姓名： | 金辉宇 于海斌 |
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| 作者单位： | 中国科学院沈阳自动化研究所 |
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| 基金项目： | 国家自然科学基金69974039的支持 |
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| 摘 要： | 神经元动态规划是近年发展起来的一种优化方
法．它采用计算机仿真和函数近似,简化对状态空间的搜索,可以有效克服“维数危机”
,有广阔的应用前景．本文对神经元动态规划作一综述,希望能对相关研究有所帮助．
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| 关 键 词： | 动态规划 神经元动态规划 近似 仿真 暂态差分学习 |
| 文章编号： | 1002-0411(2001)04-343-05 |
A SURVEY OF NEURO-DYNAMIC PROGRAMMING |
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| JIN,Hui,yu\ YU,Hai,bin.A SURVEY OF NEURO-DYNAMIC PROGRAMMING[J].Information and Control,2001,30(4):343-347. |
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| Authors: | JIN Hui yu\ YU Hai bin |
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| Abstract: | Neuro dynamic programming is an optimizaed method developed these years. Using the method of computer simulation and function approximation, it simplifies the search of state space and provides a effective way to overcome "curse of dimensionality" so that it may be widely applied. This paper presents a brief over view of the research on neuro dynamic programming with a view to being helpful to the corresponding research work. |
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| Keywords: | dynamic programming neuro dynamic programming approximation simulation temporal difference learning |
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