| Paper Abstract and Keywords |
| Presentation |
2020-12-16 14:40
Motor learning based on the presentation of tentative goal
Siqi Sun, Dan Mikami, Susumu Yamamoto (NTT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper presents a motor learning method based on the presentation of tentative goal. We aim to provide a tentative goal that maximizes performance within a certain amount of movement change. In order to realize this concept, it`s necessary to be able to predict performance from human form data. However, it is difficult to estimate performance of tentative goal based on a general model because of large variation of human form. Therefore, we focus to build a user-personalized model that predict performance from small amount of training data. We proposed a novel data augmentation method and demonstrate our method`s performance with real world basketball free throw data. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
motor learning / tentative goal / data augmentation / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 44, Dec. 2020. |
| Paper # |
|
| Date of Issue |
2020-12-09 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
ME SIP |
| Conference Date |
2020-12-16 - 2020-12-16 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
SIP |
| Conference Code |
2020-12-ME-SIP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Motor learning based on the presentation of tentative goal |
| Sub Title (in English) |
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| Keyword(1) |
motor learning |
| Keyword(2) |
tentative goal |
| Keyword(3) |
data augmentation |
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| 1st Author's Name |
Siqi Sun |
| 1st Author's Affiliation |
NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT) |
| 2nd Author's Name |
Dan Mikami |
| 2nd Author's Affiliation |
NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT) |
| 3rd Author's Name |
Susumu Yamamoto |
| 3rd Author's Affiliation |
NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT) |
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| Speaker |
Author-1 |
| Date Time |
2020-12-16 14:40:00 |
| Presentation Time |
30 minutes |
| Registration for |
SIP |
| Paper # |
ME2020-105 |
| Volume (vol) |
vol.44 |
| Number (no) |
no.34 |
| Page |
pp.13-16 |
| #Pages |
4 |
| Date of Issue |
2020-12-09 (ME) |