| Budget Amount *help |
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2021: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2020: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2018: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
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| Outline of Final Research Achievements |
The purpose of this research is development and application of efficient methods to identify good arms, whose expected reward is larger then a given threshold, under the multi-armed bandit setting which is a model of trade-off between knowledge exploration and exploitation. Here, an efficient method means that it can identify the good arm as few samples as possible.
We confirmed that our proposed methods have better performance then exiting method. We have also developed a prototype diagnostic device using the algorithm developed in this research.
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