| Presentation | 2016-12-07 A learning model of behavior selection based on curiosity and interest Issei Fujimoto, Jun Nishii, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this research, we propose a learning model of behavior selection based on curiosity and interest. Curiosity is aroused by the novelty of objects, causing exploratory actions on specific objects. The degree of novelty of an object is judged by the certainty that the object belongs to a class which has been formed in memory. The interest is aroused by the improvement of prediction accuracy of the behavior of object, causing specific exploratory actions on the objects. The results of simulation experiments showed that agents tended to select novel objects by curiosity, and interest was aroused by the objects that showed complex behavior. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | curiosity / interest / motivation / behavior-selection / learning model |
| Paper # | NC2016-42 |
| Date of Issue | 2016-11-30 (NC) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2016/12/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Toyohashi University of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.) |
| Vice Chair | Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) |
| Secretary | Kazuki Nakajima(Kogakuin Univ.) / Masafumi Hagiwara(Toyama Pref. Univ.) |
| Assistant | Ryota Horie(Shibaura Inst. of Tech.) / Kim Juhyon(Univ. of Toyama) / Hisanao Akima(Tohoku Univ.) / Yoshihisa Shinozawa(Keio Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A learning model of behavior selection based on curiosity and interest |
| Sub Title (in English) | |
| Keyword(1) | curiosity |
| Keyword(2) | interest |
| Keyword(3) | motivation |
| Keyword(4) | behavior-selection |
| Keyword(5) | learning model |
| 1st Author's Name | Issei Fujimoto |
| 1st Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 2nd Author's Name | Jun Nishii |
| 2nd Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| Date | 2016-12-07 |
| Paper # | NC2016-42 |
| Volume (vol) | vol.116 |
| Number (no) | NC-343 |
| Page | pp.pp.13-18(NC), |
| #Pages | 6 |
| Date of Issue | 2016-11-30 (NC) |