| Presentation | 1998/9/24 Automatic acquisition of the optimal team structure for multi-agent cooperation Akira HARA, Tomoharu NAGAO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In producing a multi-agent team which solves the problem cooperatively by means of Genetic Programming(GP), it seems that a heterogeneous team in which each agent has a distinct program performs better than a homogeneous team in which every agent has an identical program. In a heterogeneous team, however, as the number of agents increases, the size of the search space becomes vaster and the efficiency of search decreases. One of the solutions of this problem is to divide a team into the proper number of groups, and to provide the same program for the whole agents belonging to the same group. But it is difficult to know the adequate team structure beforehand. In this report, we propose a method to acquire the optimal team structure automatically in the process of evolution by means of GP. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | genetic programming / multi-agent / cooperation |
| Paper # | AI98-36 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1998/9/24(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 | 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) | Automatic acquisition of the optimal team structure for multi-agent cooperation |
| Sub Title (in English) | |
| Keyword(1) | genetic programming |
| Keyword(2) | multi-agent |
| Keyword(3) | cooperation |
| 1st Author's Name | Akira HARA |
| 1st Author's Affiliation | Imaging Science and Engineering Laboratory, Tokyo Institute of Technology() |
| 2nd Author's Name | Tomoharu NAGAO |
| 2nd Author's Affiliation | Imaging Science and Engineering Laboratory, Tokyo Institute of Technology |
| Date | 1998/9/24 |
| Paper # | AI98-36 |
| Volume (vol) | vol.98 |
| Number (no) | 296 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |