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Paper Abstract and Keywords
Presentation 2025-03-21 11:00
Application of Model Checking to State Machine Diagrams Based on Markov Decision Processes
Yoshitaka Aoki, Yotaro Nakayama (BIPROGY), Shinpei Ogata (SU) KBSE2024-53
Abstract (in Japanese) (See Japanese page) 
(in English) In the field where Cyber-Physical Systems (CPS) and autonomous systems collaborate, such as sensor operations in autonomous vehicles and robot control systems, safety verification is crucial to prevent accidents that could cause harm to humans. These systems often operate in uncertain environments, making it essential to adopt a framework capable of handling uncertainty and probabilistic behaviors. One of the most representative frameworks for this purpose is the Markov Decision Process (MDP). By utilizing MDP, it becomes possible to conduct verification that accounts for uncertain factors, leading to a more realistic and reliable safety assessment. In this study, we represent MDP using state machine diagrams, convert them accordingly, and perform model checking to achieve higher-precision safety verification compared to conventional methods.
Keyword (in Japanese) (See Japanese page) 
(in English) Model Checking / Markov Decision Process / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 449, KBSE2024-53, pp. 5-10, March 2025.
Paper # KBSE2024-53 
Date of Issue 2025-03-14 (KBSE) 
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 KBSE2024-53

Conference Information
Committee KBSE  
Conference Date 2025-03-21 - 2025-03-22 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To KBSE 
Conference Code 2025-03-KBSE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Application of Model Checking to State Machine Diagrams Based on Markov Decision Processes 
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Keyword(1) Model Checking  
Keyword(2) Markov Decision Process  
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1st Author's Name Yoshitaka Aoki  
1st Author's Affiliation BIPROGY Inc. (BIPROGY)
2nd Author's Name Yotaro Nakayama  
2nd Author's Affiliation BIPROGY Inc. (BIPROGY)
3rd Author's Name Shinpei Ogata  
3rd Author's Affiliation Shinshu University (SU)
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Speaker Author-1 
Date Time 2025-03-21 11:00:00 
Presentation Time 30 minutes 
Registration for KBSE 
Paper # KBSE2024-53 
Volume (vol) vol.124 
Number (no) no.449 
Page pp.5-10 
#Pages 6 
Date of Issue 2025-03-14 (KBSE) 

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