Presentation | 2004/3/8 Design of action-value function based on Monte Carlo method with partial exhaustive investigation, and Application to TAG Masaki ONODERA, Hidenori KAWAMURA, Koichi KURUMATANI, Azuma OHUCHI, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | About automatic decision-making by the software in fields, such as electronic commerce, the action-value function, which is in consideration of the uncertainty using the expected value, was designed. Moreover, as a way method which raises the accuracy of calculation of an expected value, Monte Carlo method with partial exhaustive investigation was proposed, and the validity was verified by experiment. At the end, the action-value function was applied to TAG CLASSIC, and the validity was checked. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Monte Carlo method / Trading Agent Competition / action-value function |
Paper # | AI2003-78 |
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Conference Information | |
Committee | AI |
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Conference Date | 2004/3/8(1days) |
Place (in Japanese) | (See Japanese page) |
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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) | Design of action-value function based on Monte Carlo method with partial exhaustive investigation, and Application to TAG |
Sub Title (in English) | |
Keyword(1) | Monte Carlo method |
Keyword(2) | Trading Agent Competition |
Keyword(3) | action-value function |
1st Author's Name | Masaki ONODERA |
1st Author's Affiliation | Graduate School of Engneering, Hokkaido University() |
2nd Author's Name | Hidenori KAWAMURA |
2nd Author's Affiliation | Graduate School of Engneering, Hokkaido University |
3rd Author's Name | Koichi KURUMATANI |
3rd Author's Affiliation | Cyber Assist Research Center(CARC), National Institute of Advanced Industrial Science and Technology(AIST) |
4th Author's Name | Azuma OHUCHI |
4th Author's Affiliation | Graduate School of Engneering, Hokkaido University |
Date | 2004/3/8 |
Paper # | AI2003-78 |
Volume (vol) | vol.103 |
Number (no) | 724 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |