| Presentation | 2005/3/8 Gradual emergence of communication in a multi-agent environment Shinjiro TENSHO, Satoshi MAEKAWA, Junichiro YOSHIMOTO, Tomohiro SHIBATA, Shin ISHII, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Synthetic approaches have been popular to uncover mechanisms for the emergence of communication. One of the computational problems for the emergence of communication is that both a message sender and a receiver need to finish acquiring behavioral functions which enable communication to happen. This report presents a mechanism that deals with this computational problem in a competitive multi-agent system. The key point of the mechanism is there exists some environmental and fatal factors which agents have to cope with immediately. Once acquiring a function to cope with the environmental factors, agents divert it to another issue and then communication emerges. Simulation results supported our insights : (1) a fatal factor in environment helps agents to emerge communication with others ; and, (2) communication brings higher fitness to agents. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | communication / competitive environment / gradual emergence / reinforcement learning / evolution |
| Paper # | AI2004-83 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2005/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Gradual emergence of communication in a multi-agent environment |
| Sub Title (in English) | |
| Keyword(1) | communication |
| Keyword(2) | competitive environment |
| Keyword(3) | gradual emergence |
| Keyword(4) | reinforcement learning |
| Keyword(5) | evolution |
| 1st Author's Name | Shinjiro TENSHO |
| 1st Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology() |
| 2nd Author's Name | Satoshi MAEKAWA |
| 2nd Author's Affiliation | National Institute of Information and Communications Technology |
| 3rd Author's Name | Junichiro YOSHIMOTO |
| 3rd Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology:Initial Research Project, Okinawa Institute of Science and Technology |
| 4th Author's Name | Tomohiro SHIBATA |
| 4th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 5th Author's Name | Shin ISHII |
| 5th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| Date | 2005/3/8 |
| Paper # | AI2004-83 |
| Volume (vol) | vol.104 |
| Number (no) | 727 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |