| Presentation | 2014-03-04 Member selection in team formation using relationship of trustworthiness and reward estimation Yuki MIYASHITA, Toshiharu SUGAWARA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We aim at achieving autonomous team formation for efficient task assignment by limiting the group that formed through past experience of reward distribution and the successful ratios of task processing in multi-agent systems. Supposing team formation in large-scale multi-agent systems, the costs for any agent's selecting member and for processing messages among agents considerably increase and thus agents are being exposed to increase contention for selecting members. We focus on the fact that the process for team formation to use agent's resource in the past studies is quite similar with the feature of iterative Ultimatum game. We try to formulate the resource allocation problem using iterative multi-person ultimatum game and investigate the effects of rationality and fairness of agents on the stability of autonomous team formation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Team Formation / Learning / Re-organization / Ultimatum game |
| Paper # | AI2013-47 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2014/2/24(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| 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) | Member selection in team formation using relationship of trustworthiness and reward estimation |
| Sub Title (in English) | |
| Keyword(1) | Team Formation |
| Keyword(2) | Learning |
| Keyword(3) | Re-organization |
| Keyword(4) | Ultimatum game |
| 1st Author's Name | Yuki MIYASHITA |
| 1st Author's Affiliation | Deaprtment of Computer Science and Engineering, Waseda University() |
| 2nd Author's Name | Toshiharu SUGAWARA |
| 2nd Author's Affiliation | Deaprtment of Computer Science and Engineering, Waseda University |
| Date | 2014-03-04 |
| Paper # | AI2013-47 |
| Volume (vol) | vol.113 |
| Number (no) | 459 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |