| Presentation | 2015-06-18 Method for Acquiring Driving Strategy to Generate Metastable Phase Shota Ishikawa, Sachiyo Arai, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper we introduce an intelligent vehicle in the traffic flow for the purpose of traffic flow stability. Recently, researchers note that the driving strategy toward preventing traffic jam occurring that the intelligent vehicles change own speed and gap through inter-vehicle communication. Therefore, we propose the way that can get driving strategy by reinforcement learning based on the blackboard architecture. At the result, proposed method gets driving strategy that can dissolve traffic jam. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | traffic jam / intelligent vehicle / multiagent simulation / reinforcement learning |
| Paper # | AI2015-8 |
| Date of Issue | 2015-06-11 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2015/6/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Toshiharu Sugawara(Waseda Univ.) |
| Vice Chair | Tsunenori Mine(Kyushu Univ.) / Daisuke Katagami(Tokyo Polytechnic Univ.) |
| Secretary | Tsunenori Mine(Kyoto Univ.) / Daisuke Katagami(Shizuoka Univ.) |
| Assistant | Yuichi Sei(Univ. of Electro-Comm.) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Method for Acquiring Driving Strategy to Generate Metastable Phase |
| Sub Title (in English) | |
| Keyword(1) | traffic jam |
| Keyword(2) | intelligent vehicle |
| Keyword(3) | multiagent simulation |
| Keyword(4) | reinforcement learning |
| 1st Author's Name | Shota Ishikawa |
| 1st Author's Affiliation | Chiba University(Chiba Univ.) |
| 2nd Author's Name | Sachiyo Arai |
| 2nd Author's Affiliation | Chiba University(Chiba Univ.) |
| Date | 2015-06-18 |
| Paper # | AI2015-8 |
| Volume (vol) | vol.115 |
| Number (no) | AI-97 |
| Page | pp.pp.43-48(AI), |
| #Pages | 6 |
| Date of Issue | 2015-06-11 (AI) |