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) |
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Minority Game |
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Elman-Net |
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Indirect Sharing of Personalized Values |
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Emergence of Cooperative States |
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1st Author's Name |
Takashi Sato |
1st Author's Affiliation |
National Institute of Technology, Okinawa College (NIT, Okinawa College) |
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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 |
6 |
Date of Issue |
2017-06-16 (NC) |
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