| Presentation | 2002/7/18 Traffic flow Simulation Based on Driver's Model of Decision Making Daisuke SAGAWA, Yuji SAGAWA, Noboru SUGIE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | An information offering system in a highway attracts attention as an effective method of course instruction to driver for a current traffic jam problem. However, when the effect of the course instruction by the information offering is evaluated from actual data such as driver's behavior, it is difficult to acquire the behavior data of an actual driver. Therefore, a system which virtually evaluates the effect is needed. Then, the computer simulation is used before any method of inducing the route is introduced into an actual road. In order to evaluate the effect virtually, the driver model to imitate the behavior of the driver on the simulation is needed .In the article, we propose a driver model for the evaluation of the effect of the information given to a driver. In this article, we simulated the effect of the road information on virtual drivers. The driver model is roughly divided into the action model and the course learning model. We focus on driver's visual information, as the action model. We focus on Reinforcement Learning as the course learning model. We constructed a simulation in which the drivers selected one route from among two or more routes. We intend to integrate the driver model by integrating these two models. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Traffic Jam / Driver Model / Reinforcement Learning / Course Learning / Simulation |
| Paper # | ITS2002-15 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2002/7/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Intelligent Transport Systems Technology (ITS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Traffic flow Simulation Based on Driver's Model of Decision Making |
| Sub Title (in English) | |
| Keyword(1) | Traffic Jam |
| Keyword(2) | Driver Model |
| Keyword(3) | Reinforcement Learning |
| Keyword(4) | Course Learning |
| Keyword(5) | Simulation |
| 1st Author's Name | Daisuke SAGAWA |
| 1st Author's Affiliation | Department of Electrical and Electronic Engineering , Graduate School of Science and Technology, Meijo University() |
| 2nd Author's Name | Yuji SAGAWA |
| 2nd Author's Affiliation | Department of Information Sciences, Faculity of Science and Technology, Meijo University |
| 3rd Author's Name | Noboru SUGIE |
| 3rd Author's Affiliation | Department of Information Sciences, Faculity of Science and Technology, Meijo University |
| Date | 2002/7/18 |
| Paper # | ITS2002-15 |
| Volume (vol) | vol.102 |
| Number (no) | 233 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |