| Presentation | 2010-03-11 Construction of a Brain-like Decision Making System Focusing on Sequential Analysis : A Gomoku System with Reinforcement, SOM Learnillg System, and Sequential Analysis Satoshi KUROKI, Keiichi MURAMATSU, Kazuaki KOJIMA, Tatsunori MATSUI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a brain-like decision making model consisting of SA(Sequential Analysis), RL(Reinforcement Learning) and SOM(Self Organizing Map), to provide a basis for building a new system by modeling human brains as high quality information processing systems. Through comparison of our model with previous studies in neuroscience and economics, and through an experiment by computer simulations of our model, we discussed to what extent our model reproduces behaviors of human decision making. The results indicated that our model can mimic some functions of human brains in decision making of human validly, especially ones functioning in neocortex. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Decision Making / Gomoku / Sequential Analysis / Reinforcement Learning / Self Organizing Map |
| Paper # | NC2009-165 |
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| Committee | NC |
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| Conference Date | 2010/3/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Construction of a Brain-like Decision Making System Focusing on Sequential Analysis : A Gomoku System with Reinforcement, SOM Learnillg System, and Sequential Analysis |
| Sub Title (in English) | |
| Keyword(1) | Decision Making |
| Keyword(2) | Gomoku |
| Keyword(3) | Sequential Analysis |
| Keyword(4) | Reinforcement Learning |
| Keyword(5) | Self Organizing Map |
| 1st Author's Name | Satoshi KUROKI |
| 1st Author's Affiliation | School of Human Sciences, Waseda University() |
| 2nd Author's Name | Keiichi MURAMATSU |
| 2nd Author's Affiliation | Graduate School of Human Sciences, Waseda University |
| 3rd Author's Name | Kazuaki KOJIMA |
| 3rd Author's Affiliation | Faculty of Human Sciences, Waseda University |
| 4th Author's Name | Tatsunori MATSUI |
| 4th Author's Affiliation | Faculty of Human Sciences, Waseda University |
| Date | 2010-03-11 |
| Paper # | NC2009-165 |
| Volume (vol) | vol.109 |
| Number (no) | 461 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |