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| Presentation | 2022-03-08 14:50 Improvement and Evaluation of Speech Content Coordinating Mechanism in Intelligent Dialogue Agent -- Toward Development of Comprehensive Preventive Care System -- Sho Hirose, Daisuke Kitakoshi (NIT, Tokyo College), Kentaro Suzuki (Kyorin Univ.), Masato Suzuki (NIT, Tokyo College)  WIT2021-49 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Our research group has been developing a Comprehensive Preventive Care System (CPCS) to provide habitual preventive care approaches (e.g., cognitive training, fall prevention exercises, and effective supervision of older adults). This study aims to improve performance of Speech Content Coordinating Mechanism (SCCM) introduced for Intelligent Dialogue Agent (IDA), one of the components of the CPCS. To achieve more natural and flexible communication between the IDA and its users, we apply several deep reinforcement learning algorithms to the SCCM and evaluate their effectiveness through experiments. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Intelligent Dialogue Agent / Comprehensive Preventive Care System / Deep Reinforcement Learing / Deep Q-Network / deep SARSA / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 418, WIT2021-49, pp. 35-40, March 2022. | |
| Paper # | WIT2021-49 | |
| Date of Issue | 2022-03-01 (WIT) | |
| 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 | WIT2021-49 |
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| Conference Information | |
| Committee | WIT IPSJ-AAC |
| Conference Date | 2022-03-08 - 2022-03-09 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | WIT |
| Conference Code | 2022-03-WIT-AAC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improvement and Evaluation of Speech Content Coordinating Mechanism in Intelligent Dialogue Agent |
| Sub Title (in English) | Toward Development of Comprehensive Preventive Care System |
| Keyword(1) | Intelligent Dialogue Agent |
| Keyword(2) | Comprehensive Preventive Care System |
| Keyword(3) | Deep Reinforcement Learing |
| Keyword(4) | Deep Q-Network |
| Keyword(5) | deep SARSA |
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| 1st Author's Name | Sho Hirose |
| 1st Author's Affiliation | National Institute of Technology, Tokyo College (NIT, Tokyo College) |
| 2nd Author's Name | Daisuke Kitakoshi |
| 2nd Author's Affiliation | National Institute of Technology, Tokyo College (NIT, Tokyo College) |
| 3rd Author's Name | Kentaro Suzuki |
| 3rd Author's Affiliation | Kyorin University (Kyorin Univ.) |
| 4th Author's Name | Masato Suzuki |
| 4th Author's Affiliation | National Institute of Technology, Tokyo College (NIT, Tokyo College) |
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| Speaker | Author-1 |
| Date Time | 2022-03-08 14:50:00 |
| Presentation Time | 25 minutes |
| Registration for | WIT |
| Paper # | WIT2021-49 |
| Volume (vol) | vol.121 |
| Number (no) | no.418 |
| Page | pp.35-40 |
| #Pages | 6 |
| Date of Issue | 2022-03-01 (WIT) |
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