| Presentation | 2002/6/18 The Influence of The Number of Prototypes and Perturbations in Controlling Chaos with Reinforcement Learning Norihisa SATO, 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, modifications of a. method for controlling chaos with reinforcement learning proposed by Gadaleta et al. are proposed in order to overcome difficulties of the original control method for high periodic orbits or coupled chaotic systems. We considered reducing the number of prototypes for the reinforcement learning and numbers of perturbations and the period for the application of them. It is found that the modified control can stabilize the higher periodic orbit in a chaotic neural network with two neurons. The results suggest that the modified control method might be useful for high dimensional systems. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | control of chaos / reinforcement lerning / chaotic neural networks |
| Paper # | NLP2002-23 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2002/6/18(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) | The Influence of The Number of Prototypes and Perturbations in Controlling Chaos with Reinforcement Learning |
| Sub Title (in English) | |
| Keyword(1) | control of chaos |
| Keyword(2) | reinforcement lerning |
| Keyword(3) | chaotic neural networks |
| 1st Author's Name | Norihisa SATO |
| 1st Author's Affiliation | Department of Electronic Engineering,Tokyo Denki University() |
| 2nd Author's Name | Masaharu ADACHI |
| 2nd Author's Affiliation | Department of Electronic Engineering,Tokyo Denki University |
| Date | 2002/6/18 |
| Paper # | NLP2002-23 |
| Volume (vol) | vol.102 |
| Number (no) | 142 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |