IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2017-03-13 10:00
Validation of brainstem model using reinforcement learning derived from emotion as a multi-value calculation system hypothesis
Masahiro Miyata, Takashi Omori (Tamagawa Univ) NC2016-64
Abstract (in Japanese) (See Japanese page) 
(in English) There were many modeling studies about the emotion. But most of them were phenomenological and don’t approach to the brain and/or cognitive mechanism, In this study, we consider a possibility of its computational modeling based on an idea that an emotion in wider sense, which we call feeling, is a value calculation system for an action decision. Therefore, in this study, we focused on a competition between different values in brainstem that is one of the brain emotion system parts. We applied a reinforcement learning algorithm for the modeling and discuss for a validity of the hypothesis.
Keyword (in Japanese) (See Japanese page) 
(in English) Emotion / Decision Making / Reinforcement Learning / Value Calculation System / Model / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 521, NC2016-64, pp. 1-6, March 2017.
Paper # NC2016-64 
Date of Issue 2017-03-06 (NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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 NC2016-64

Conference Information
Committee MBE NC  
Conference Date 2017-03-13 - 2017-03-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Kikai-Shinko-Kaikan Bldg. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2017-03-MBE-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Validation of brainstem model using reinforcement learning derived from emotion as a multi-value calculation system hypothesis 
Sub Title (in English)  
Keyword(1) Emotion  
Keyword(2) Decision Making  
Keyword(3) Reinforcement Learning  
Keyword(4) Value Calculation System  
Keyword(5) Model  
1st Author's Name Masahiro Miyata  
1st Author's Affiliation Tamagawa University (Tamagawa Univ)
2nd Author's Name Takashi Omori  
2nd Author's Affiliation Tamagawa University (Tamagawa 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 ()
Date Time 2017-03-13 10:00:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2016-64 
Volume (vol) IEICE-116 
Number (no) no.521 
Page pp.1-6 
#Pages IEICE-6 
Date of Issue IEICE-NC-2017-03-06 

[Return to Top Page]

[Return to IEICE Web Page]

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan