| Presentation | 2004/6/4 A Reinforcement Learning of Optimal Supervisor Based on Language Measure Kazutaka TANIGUTI, Toshimitsu USHIO, Tatsushi YAMASAKI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a synthesis method of an optimal supervisor in terms of a language measure by using a reinforcement learning. Recently, a concept of the language measure is introduced to the formal languages and a synthesis method of an optimal supervisor based on the language measure has been proposed. In this paper, we apply the reinforcement learning as a learning method of the language measure, and show that the optimal supervisor in terms of the language measure can be derived through learning. By computer simulation, we examine an opimality of the obtained supervisor. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | language measure / supervisor / reinforcement learning / discrete event system / Q-learning |
| Paper # | CST2004-11 |
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| Conference Information | |
| Committee | CST |
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| Conference Date | 2004/6/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Concurrent System Technology (CST) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Reinforcement Learning of Optimal Supervisor Based on Language Measure |
| Sub Title (in English) | |
| Keyword(1) | language measure |
| Keyword(2) | supervisor |
| Keyword(3) | reinforcement learning |
| Keyword(4) | discrete event system |
| Keyword(5) | Q-learning |
| 1st Author's Name | Kazutaka TANIGUTI |
| 1st Author's Affiliation | Graduate School of Engineering Science, Osaka University() |
| 2nd Author's Name | Toshimitsu USHIO |
| 2nd Author's Affiliation | Graduate School of Engineering Science, Osaka University |
| 3rd Author's Name | Tatsushi YAMASAKI |
| 3rd Author's Affiliation | School of Science and Technology, Kwansei Gakuin University |
| Date | 2004/6/4 |
| Paper # | CST2004-11 |
| Volume (vol) | vol.104 |
| Number (no) | 106 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |