| Presentation | 2001/11/9 Applying of Human Decision-Making Behaviors to RoboCup Software Agnets Junichiro HIRAYAMA, Ruck THAWONMAS, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Programming of software agents is a difficult task. As a result, machine learning techniques have been used in order to make software agents automatically learn to decide proper actions from data. However, this approach requires a large amount of data and might not guarantee the optimality of actions performed by the agents. In this paper, we report our first attempt to apply decision-making behaviors of humans to software agents, when both of them are present in the same environment. We aim at implementation of human instincts and experiences or sophisticated actions that can not be achieved merely by pure machine learning techniques. This time we used RoboCup simulation as an experimenting environment. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Human Decision-Making / Software Agent / Decision Tree / C4.5 / Machine learning / RoboCup |
| Paper # | AI2001-54 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2001/11/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Applying of Human Decision-Making Behaviors to RoboCup Software Agnets |
| Sub Title (in English) | |
| Keyword(1) | Human Decision-Making |
| Keyword(2) | Software Agent |
| Keyword(3) | Decision Tree |
| Keyword(4) | C4.5 |
| Keyword(5) | Machine learning |
| Keyword(6) | RoboCup |
| 1st Author's Name | Junichiro HIRAYAMA |
| 1st Author's Affiliation | Course of Information Systems Engineering, Graduate School of Engineering, Kochi University of Technology() |
| 2nd Author's Name | Ruck THAWONMAS |
| 2nd Author's Affiliation | Course of Information Systems Engineering, Graduate School of Engineering, Kochi University of Technology |
| Date | 2001/11/9 |
| Paper # | AI2001-54 |
| Volume (vol) | vol.101 |
| Number (no) | 420 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |