Keisuke Otaki
(大滝 啓介)
Modified on: 01/30
Profile Information
- Affiliation
- Researcher, Collaborative Intelligence Research-Domain, Toyota Central R&D Labs., Inc.
- Degree
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Doctor of Informatics(Mar, 2016, Kyoto University)
- J-GLOBAL ID
- 201501061208026016
- researchmap Member ID
- B000244868
- External link
Keisuke Otaki received the B.E. degree in Engineering (Computer Science) in 2011 from Kyoto University, Japan. He also received his Ph.D.degree in Informatics from Kyoto University in 2016. He was a visiting doctor course student at the University of Bonn and Fraunhofer IAIS from 2013 to 2014 during his Ph.D. course. He was also an research fellow of JSPS from 2014 to 2016. He then joined the current position, researcher at Toyota Central R&D Labs., Inc.
Statements on Recent Work:
I’m working at Toyota Central R&D Labs., Inc. in Japan (whose headquarter is located in Aichi, and its branch office is in Tokyo). Recent targeting international conferences of our team: AAAI, IJCAI, ITSC, AAMAS, ICAPS, etc. My recent research topics are
- combinatorial optimization (both problem modeling and solving) for applications such as path-planning, vehicle operations, ride-sharing, multi-agent path-findings, etc. (60%)
- utilizing discrete data structures (e.g., decision diagrams, graphs, succinct data structures) in optimization and machine learning (30%)
- developing spatio-temporal data mining algorithms (10%)
Research Interests
5Research Areas
4Research History
7-
Apr, 2016 - Present
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Jan, 2022 - Dec, 2022
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Jan, 2020 - Dec, 2021
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Feb, 2017 - Dec, 2019
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Apr, 2014 - Mar, 2016
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Mar, 2013 - Feb, 2014
Education
4-
Apr, 2009 - Mar, 2011
Committee Memberships
15Awards
8Papers
34-
RecTour2023@RecSys2023, 18-28, Sep, 2023 Peer-reviewedLead authorCorresponding author
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Frontiers in Applied Mathematics and Statistics, 9, Mar, 2023 Peer-reviewedLead authorCorresponding author
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IEEE Access, 2023 Peer-reviewedLead authorCorresponding author
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PRICAI2022, 466-477, Nov, 2022 Peer-reviewedLead authorCorresponding author
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2022 IEEE Intelligent Transportation Systems Conference (ITSC 2022), 2146-2153, Nov, 2022 Peer-reviewed
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RecTour2022@RecSys2022, 37-46, Sep, 2022 Peer-reviewed
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AAAI, 10319-10326, 2022 Peer-reviewed
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AAAI, 7115-7123, 2022 Peer-reviewed
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2021 IEEE Intelligent Transportation Systems Conference (ITSC 2021), 1946-1953, Oct, 2021 Peer-reviewed
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PRIMA 2020: Principles and Practice of Multi-Agent Systems, 368-376, 2020 Peer-reviewed
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PRIMA 2020: Principles and Practice of Multi-Agent Systems, 116-132, 2020 Peer-reviewed
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2020 IEEE Intelligent Transportation Systems Conference (ITSC 2020), 1-6, 2020 Peer-reviewed
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Proceedings of the SoCS2020 (Extened Abstract), 133-134, 2020 Peer-reviewed
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2019 IEEE Intelligent Transportation Systems Conference (ITSC 2019), 2135-2140, Nov, 2019 Peer-reviewed
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情報処理学会論文誌, Oct, 2019 Peer-reviewed
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情報処理学会論文誌, Oct, 2019 Peer-reviewed
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IPSJ Journal, 60(9) 1572-1579, Sep, 2019 Peer-reviewed
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Proceedings of the ICTAI2019, 93-100, 2019 Peer-reviewed
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Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS '19, Montreal, QC, Canada, May 13-17, 2019, 2150-2152, 2019 Peer-reviewed
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2018 IEEE Intelligent Transportation Systems Conference (ITSC 2018), 877-883, Nov, 2018 Peer-reviewed
Misc.
32-
Proceedings of the Annual Conference of JSAI, 2023 4Xin1-67, Jun, 2023
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Proceedings of the Annual Conference of JSAI, 2023 2Q5-OS-20a-02, Jun, 2023 Lead authorCorresponding author
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IPSJ SIG Technical Report, 2023-AL-193(2) 1-2, May, 2023 Lead authorCorresponding author
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NLP2023, P1-4, Mar, 2023 Lead authorCorresponding author
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DEIM2023, 3b-2-3, Mar, 2023
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DEIM2023, 3b-6-3, Mar, 2023 Lead authorCorresponding author
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Proc. of SIG-FPAI, 121 19-23, Sep, 2022 Lead authorCorresponding author
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IEICE Technical Report, 122(33) 45-45, May, 2022 InvitedLead author
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第14回データ工学と情報マネジメントに関するフォーラム (DEIM2022), I44-14, Mar, 2022 Lead authorCorresponding author
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第14回データ工学と情報マネジメントに関するフォーラム (DEIM2022), F34-2, Mar, 2022
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CoRR, abs/2106.00886, 2021
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Proceedings of the Annual Conference of JSAI, 2020 4Rin1-02, Jun, 2020 Lead author
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Proc. of SIG-FPAI, 111 12-17, Jan 29, 2020 Lead authorCorresponding author
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Abstract of ORSJ Research Meeting 2019 Spring, 2-A-6, Sep, 2019
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JAWS2019 Late-braking (poster), Sep, 2019
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IJCAI'19 Workshop on MAPF, Aug, 2019
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Proceedings of the Annual Conference of JSAI, 2019 4Rin121-4Rin121, Jun, 2019
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Proceedings of the Annual Conference of JSAI, 2019 4Rin120-4Rin120, Jun, 2019
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Proc. of SIG-FPAI, 108th 33‐38, Jan, 2019
Teaching Experience
1Professional Memberships
2Works
3-
Jan, 2015 - Sep, 2015 Other
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Oct, 2011 - Dec, 2012 Web Service
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Jan, 2012 - Sep, 2012 Other
Research Projects
1-
科学研究費助成事業, 特別研究員奨励費, 日本学術振興会, Apr, 2014 - Mar, 2016
Social Activities
1