| Presentation | 2002/1/3 Co-evolutions through Imitation Learning Yukikazu MURAKAMI, Hiroshi SATO, Akira NAMATAME, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is an interesting question to answer how the society gropes its way towards efficient equilibrium in an imperfect world when self-interested agents learn each other in order to improve the rules of interaction. In this paper, we focus on the co-evolution of meta-rules of strategic interactions in the negotiation situations. We formulate negotiation situations as hawk-dove games. It is known the mixed strategy will result in an efficient equilibrium in hawk-dove games. In this paper, we introduce co-evolutionary dynamics with local matching and investigate the role of collaboration learning, We show that all agents gradually learn to behave as doves, which result in social efficiency. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | hawk-dove games / mutual learning / mimicry / local matching / co-evolution |
| Paper # | AI2001-79 |
| Date of Issue |
| Conference Information | |
| Committee | AI |
|---|---|
| Conference Date | 2002/1/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Co-evolutions through Imitation Learning |
| Sub Title (in English) | |
| Keyword(1) | hawk-dove games |
| Keyword(2) | mutual learning |
| Keyword(3) | mimicry |
| Keyword(4) | local matching |
| Keyword(5) | co-evolution |
| 1st Author's Name | Yukikazu MURAKAMI |
| 1st Author's Affiliation | Dept. of Computer Science, National Defense Academy() |
| 2nd Author's Name | Hiroshi SATO |
| 2nd Author's Affiliation | Dept. of Computer Science, National Defense Academy |
| 3rd Author's Name | Akira NAMATAME |
| 3rd Author's Affiliation | Dept. of Computer Science, National Defense Academy |
| Date | 2002/1/3 |
| Paper # | AI2001-79 |
| Volume (vol) | vol.101 |
| Number (no) | 536 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |