ITE Technical Group Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2021-02-27 14:00
A System for Joining Body Part Motions Using Reinforcement Learning
Takumu Matsushita, Asako Soga (Ryukoku Univ)
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we developed a system for joining body-part motions using reinforcement learning with the aim of supporting the creation of choreography. The system generates short choreographic motions and displays animations of them. The generated motions are learned based on feature values using reinforcement learning. In order to verify that learning with different weights generates motions with different characteristics, an evaluation of impressions was conducted by having subjects compare generated motions. As a result, it was found that the larger the weight given, the greater the immobility.
Keyword (in Japanese) (See Japanese page) 
(in English) Machine Learning / Reinforcement Learning / Animation / Motion Synthesis / Creation Support / / /  
Reference Info. ITE Tech. Rep., vol. 45, no. 6, ME2021-43, pp. 57-58, Feb. 2021.
Paper # ME2021-43 
Date of Issue 2021-02-20 (ME) 
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
Download PDF

Conference Information
Committee ME  
Conference Date 2021-02-27 - 2021-02-27 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ME 
Conference Code 2021-02-ME 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A System for Joining Body Part Motions Using Reinforcement Learning 
Sub Title (in English)  
Keyword(1) Machine Learning  
Keyword(2) Reinforcement Learning  
Keyword(3) Animation  
Keyword(4) Motion Synthesis  
Keyword(5) Creation Support  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Takumu Matsushita  
1st Author's Affiliation Ryukoku University (Ryukoku Univ)
2nd Author's Name Asako Soga  
2nd Author's Affiliation Ryukoku University (Ryukoku Univ)
3rd Author's Name  
3rd Author's Affiliation ()
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker
Date Time 2021-02-27 14:00:00 
Presentation Time 15 
Registration for ME 
Paper # ITE-ME2021-43 
Volume (vol) ITE-45 
Number (no) no.6 
Page pp.57-58 
#Pages ITE-2 
Date of Issue ITE-ME-2021-02-20 


[Return to Top Page]

[Return to ITE Web Page]


The Institute of Image Information and Television Engineers (ITE), Japan