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| Title | Active Learning Strategy for Role - playing Game Modeled by Markov Decision Processes (in Japanese) |
|---|---|
| Authors | Yasunari MAEDA 、Fumitaro GOTO 、Hiroshi MASUI 、Fumito MASUI 、Masakiyo SUZUKI 、Toshiyasu MATSUSHIMA |
| Released Year | 2013 |
| Format | Journal |
| Category | Knowledge information processing |
| Jounal Name | Journal of Biomedical Fuzzy Systems Association |
| Jounal Page | vol.15, no.1, pp.69-81 |
| Published Year | 2013 |
| Published Month | 6 |
| Abstract （English） |
In previous research a role-playing game(RPG) is represented with Markov decision processes(MDP). But active learning method for RPG has not been studied yet. In this research we propose an active learning method which maximizes an expected total reward with respect to a Bayes criterion under the condition that the true parameter of MDP is unknown. We recognize the effectiveness of our proposed method by some simulations. |
| Note （English） |
3 |
| Manuscript | |
| Presentation |
Involved Papers
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- On Knowledge Representation and Reasoning System with a Range of Certainty Factors (in Japanese)
- 特集にあたって
- On Statistical Model Selection based on Bayes Decision Theory (in Japanese)
- On Complexity of Decoding beyond the BCH Bound Using Berlekamp-Massey Algorithm (in Japanese)
- On Decoding Methods beyond the BCH Bound and their Applications to Soft-Decision Decoding (in Japanese)
- Soft-Decision Decoding Using Decoding Method beyond the BCH Bound for Binary BCH Codes (in Japanese)
- A Study on Difference of Codelengths between Codes Based on MDL Principle and Bayes Codes for Given Prior Distributions (in Japanese)
- A Decision Feedback Scheme Using List Decoding for Tree Codes (in Japanese)
- Asymptotic Normality of Extended Posterior Density Functions with Loss Functions (in Japanese)
- A New Decoding Algorithm Using Likelihood Ratio Testing for Tree Codes (in Japanese)
- On Error Exponents for Variable Size List Decoder Using the Viterbi Algorithm with Likelihood Ratio Testing (in Japanese)
- On the Interleaver Design Method for Block Turbo Codes and Its Minimum Distance (in Japanese)
- あいまいな命題を含む推論モデルに関する一考察
