Decision support with search and machine learning techniques
| Project/Area Number |
22700136
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Intelligent informatics
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| Research Institution | The University of Tokyo |
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Principal Investigator |
KANEKO Tomoyuki 東京大学, 大学院・総合文化研究科, 准教授 (00345068)
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| Project Period (FY) |
2010 – 2012
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| Project Status |
Completed (Fiscal Year 2012)
|
| Budget Amount *help |
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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| Keywords | ゲーム情報学 / 人工知能 / 機械学習 / ゲームプログラミング / データマイニング / 機構学習 |
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| Research Abstract |
Researches on decision support systems with search and machine learning techniques were conducted. Computer programs for Go and shogi are mainly used because they can identify and solve problems almost as well as human experts in these domains, by using MinMax search with heuristic evaluation function and Monte Carlo tree search methods
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Report
(4 results)
Research Products
(36 results)
