| Presentation | 2022-03-08 Improvement and Evaluation of Speech Content Coordinating Mechanism in Intelligent Dialogue Agent Sho Hirose, Daisuke Kitakoshi, Kentaro Suzuki, Masato Suzuki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Intelligent Dialogue Agent / Comprehensive Preventive Care System / Deep Reinforcement Learing / Deep Q-Network / deep SARSA |
| Paper # | WIT2021-49 |
| Date of Issue | 2022-03-01 (WIT) |
| Conference Information | |
| Committee | WIT / IPSJ-AAC |
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| Conference Date | 2022/3/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinji Sakou(Nagoya Inst. of Tech.) |
| Vice Chair | Tomohiro Amemiya(Univ. of Tokyo) |
| Secretary | Tomohiro Amemiya(Saitama Industrial Tech. Center) / (Teikyo Univ.) |
| Assistant | Minako Hosono(AIST) / Aki Sugano(Nagoya Univ.) / Tomoyasu Komori(NHK) |
| Paper Information | |
| Registration To | Technical Committee on Well-being Information Technology / Special Interest Group on Assistive & Accessible Computin |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2022-03-08 |
| Paper # | WIT2021-49 |
| Volume (vol) | vol.121 |
| Number (no) | WIT-418 |
| Page | pp.pp.35-40(WIT), |
| #Pages | 6 |
| Date of Issue | 2022-03-01 (WIT) |