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| Paper Abstract and Keywords | ||
| Presentation | 2016-12-07 14:20 A learning model of behavior selection based on curiosity and interest Issei Fujimoto, Jun Nishii (Yamaguchi Univ.)  NC2016-42 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | curiosity / interest / motivation / behavior-selection / learning model / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 343, NC2016-42, pp. 13-18, Dec. 2016. | |
| Paper # | NC2016-42 | |
| Date of Issue | 2016-11-30 (NC) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | NC2016-42 |
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| Conference Information | |
| Committee | MBE NC |
| Conference Date | 2016-12-07 - 2016-12-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Toyohashi University of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2016-12-MBE-NC |
| Language | Japanese |
| 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 |
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| Keyword(7) | |
| Keyword(8) | |
| 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.) |
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| Speaker | Author-1 |
| Date Time | 2016-12-07 14:20:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2016-42 |
| Volume (vol) | vol.116 |
| Number (no) | no.343 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2016-11-30 (NC) |
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