Derivation of a learning principle from irrational behaviors
| Project/Area Number |
21700174
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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 | Tamagawa University |
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Principal Investigator |
SAKAI Yutaka 玉川大学, 脳科学研究所, 准教授 (70323376)
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| Project Period (FY) |
2009 – 2012
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| Project Status |
Completed (Fiscal Year 2012)
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| Budget Amount *help |
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
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| Keywords | 遅延割引 / 学習行動 / 強化学習 / 割引価値問題 / マッチング行動 / 衝動的選好 / 知能機械 / 神経科学 / 動物行動 / 知識獲得 |
|---|
| Research Abstract |
Animals, including human, apt to prefer immediate returns.The learning framework incorpolating such a behavioral property is established asthe reinforcement learing theory. However, we showed that the applicable range ofthe framework is small and outside of some simple examples of behavioralexperiments of animals. We constructed a novel framework that is always applicablefor animal behaviors and demonstrated that the proposed framework reproduces animal behaviors.
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Report
(5 results)
Research Products
(21 results)
