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Paper Abstract and Keywords
Presentation 2017-06-23 14:50
Emergence of Cooperative States by Indirect Sharing of Personalized Values
Takashi Sato (NIT, Okinawa College), Kimika Ueyama (NEC-F) NC2017-6
Abstract (in Japanese) (See Japanese page) 
(in English) Minority Game is a task in which selections by the game players are evaluated by their ones themselves. In this paper, we adopt an elman-net, which is one of the recurrent neural network, as a player model and verify how various information given to the players affects the results of the game. From our simulation results, we found that many players can make a score uniformly by learning a time series of the other's past states, namely, cooperative states emerge in the players. This result suggests that the cooperative states are caused by indirectly sharing personalized values, which are actuating factors of the others, among players connected and internalizing the values by the time-series learning of the other's past states.
Keyword (in Japanese) (See Japanese page) 
(in English) Minority Game / Elman-Net / Indirect Sharing of Personalized Values / Emergence of Cooperative States / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 109, NC2017-6, pp. 9-14, June 2017.
Paper # NC2017-6 
Date of Issue 2017-06-16 (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 NC2017-6

Conference Information
Committee NC IPSJ-BIO IBISML IPSJ-MPS  
Conference Date 2017-06-23 - 2017-06-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Institute of Science and Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Machine Learning Approach to Biodata Mining, and General 
Paper Information
Registration To NC 
Conference Code 2017-06-NC-BIO-IBISML-MPS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Emergence of Cooperative States by Indirect Sharing of Personalized Values 
Sub Title (in English)  
Keyword(1) Minority Game  
Keyword(2) Elman-Net  
Keyword(3) Indirect Sharing of Personalized Values  
Keyword(4) Emergence of Cooperative States  
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Keyword(6)  
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1st Author's Name Takashi Sato  
1st Author's Affiliation National Institute of Technology, Okinawa College (NIT, Okinawa College)
2nd Author's Name Kimika Ueyama  
2nd Author's Affiliation NEC Fielding, Ltd. (NEC-F)
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Speaker Author-1 
Date Time 2017-06-23 14:50:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2017-6 
Volume (vol) vol.117 
Number (no) no.109 
Page pp.9-14 
#Pages
Date of Issue 2017-06-16 (NC) 


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