| Presentation | 2002/3/8 Effectiveness and limitation of a method for control of chaos with reinforcement learning and its application to a simple chaotic neural network Norihisa SATOU, Hitoaki UTUMI, Masaharu ADACHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this article, the effectiveness of a method for control of chaos with reinforcement learning proposed by Gadaleta et al. is examined for several chaotic systems. We find that a simpler reinforcement learning than the Gadaleta's method can stabilize relatively simple chaotic maps. It is shown that the Gadaleta's method succeeds to stabilize a simple chaotic neural network. However, an example is given that it is hard to stabilize relatively complex map by the Gadaleta's method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | control of chaos / reinforcement lerning / chaotic neural networks |
| Paper # | NLP2001-118 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2002/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Effectiveness and limitation of a method for control of chaos with reinforcement learning and its application to a simple chaotic neural network |
| Sub Title (in English) | |
| Keyword(1) | control of chaos |
| Keyword(2) | reinforcement lerning |
| Keyword(3) | chaotic neural networks |
| 1st Author's Name | Norihisa SATOU |
| 1st Author's Affiliation | Department of Electronic Engineering,Graduate School of Engineering ,Tokyo Denki University() |
| 2nd Author's Name | Hitoaki UTUMI |
| 2nd Author's Affiliation | Department of Electronic Engineering, College of Engineering, Tokyo Denki University |
| 3rd Author's Name | Masaharu ADACHI |
| 3rd Author's Affiliation | Department of Electronic Engineering,Graduate School of Engineering ,Tokyo Denki University |
| Date | 2002/3/8 |
| Paper # | NLP2001-118 |
| Volume (vol) | vol.101 |
| Number (no) | 723 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |