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Paper Abstract and Keywords
Presentation 2020-12-15 12:25
An experimental study on human learning process in maze exploration task in VR space -- An approach using the method of reinforcement learning --
Hikaru Terai, Hiroko Tanabe, Setsu Komiyama (Aoyama Gakuin Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, learning methods for dynamic environmental changes have been attracting attention in maze search tasks that use reinforcement learning, which has a similar learning process to humans. However, there are few studies on the learning process for dynamic environmental changes when a person searches a maze. Therefore, in this research, we created a maze that allows you to experience the environment of reinforcement learning in a simulated manner using VR. Using this maze, we observe the learning process of the subject for dynamic environmental changes and consider the difference from reinforcement learning.
Keyword (in Japanese) (See Japanese page) 
(in English) Reinforcement Learning / Maze / Dynamic environmental change / VR / Cognitive map / / /  
Reference Info. IEICE Tech. Rep.
Paper #  
Date of Issue  
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee HCGSYMPO  
Conference Date 2020-12-15 - 2020-12-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To HCGSYMPO 
Conference Code 2020-12-HCGSYMPO 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An experimental study on human learning process in maze exploration task in VR space 
Sub Title (in English) An approach using the method of reinforcement learning 
Keyword(1) Reinforcement Learning  
Keyword(2) Maze  
Keyword(3) Dynamic environmental change  
Keyword(4) VR  
Keyword(5) Cognitive map  
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1st Author's Name Hikaru Terai  
1st Author's Affiliation Graduate School of Science and Engineering, Aoyama Gakuin University (Aoyama Gakuin Univ.)
2nd Author's Name Hiroko Tanabe  
2nd Author's Affiliation Aoyama Gakuin University (Aoyama Gakuin Univ.)
3rd Author's Name Setsu Komiyama  
3rd Author's Affiliation Aoyama Gakuin University (Aoyama Gakuin Univ.)
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Speaker
Date Time 2020-12-15 12:25:00 
Presentation Time 15 
Registration for HCGSYMPO 
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