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Paper Abstract and Keywords
Presentation 2021-07-06 11:15
Pinning Stabilization of Probabilistic Boolean Networks Using Reinforcement Learning
Michiaki Takizawa, Koichi Kobayashi, Yuh Yamashita (Hokkaido Univ.) CAS2021-12 VLD2021-12 SIP2021-22 MSS2021-12
Abstract (in Japanese) (See Japanese page) 
(in English) We consider the pinning stabilization of probabilistic Boolean networks using reinforcement learning. Using reinforcement learning, complex systems such as gene regulatory networks can be controlled by a model-free method. In this paper, we propose a design method of a reward function for choosing pinning nodes such that the system is stabilizable.
Keyword (in Japanese) (See Japanese page) 
(in English) probabilistic Boolean networks / reinforcement learning / feedback stabilization / pinning control / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 92, MSS2021-12, pp. 60-63, July 2021.
Paper # MSS2021-12 
Date of Issue 2021-06-28 (CAS, VLD, SIP, MSS) 
ISSN 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 CAS2021-12 VLD2021-12 SIP2021-22 MSS2021-12

Conference Information
Committee SIP CAS VLD MSS  
Conference Date 2021-07-05 - 2021-07-06 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MSS 
Conference Code 2021-07-SIP-CAS-VLD-MSS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Pinning Stabilization of Probabilistic Boolean Networks Using Reinforcement Learning 
Sub Title (in English)  
Keyword(1) probabilistic Boolean networks  
Keyword(2) reinforcement learning  
Keyword(3) feedback stabilization  
Keyword(4) pinning control  
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1st Author's Name Michiaki Takizawa  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Koichi Kobayashi  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
3rd Author's Name Yuh Yamashita  
3rd Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Speaker Author-1 
Date Time 2021-07-06 11:15:00 
Presentation Time 25 minutes 
Registration for MSS 
Paper # CAS2021-12, VLD2021-12, SIP2021-22, MSS2021-12 
Volume (vol) vol.121 
Number (no) no.89(CAS), no.90(VLD), no.91(SIP), no.92(MSS) 
Page pp.60-63 
#Pages 4 
Date of Issue 2021-06-28 (CAS, VLD, SIP, MSS) 

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