Rchr
J-GLOBAL ID:200901038797625294   Update date: Nov. 19, 2024

KEIKI TAKADAMA

タカダマ ケイキ | KEIKI TAKADAMA
Affiliation and department:
Job title: Professor
Homepage URL  (2): http://www.cas.lab.uec.ac.jphttp://www.cas.lab.uec.ac.jp/wordpress/en/
Research field  (1): Intelligent informatics
Research keywords  (6): Computer Science ,  Artificial intelligence ,  Intelligent Informatic ,  計算機科学 ,  人工知能 ,  知能情報学
Research theme for competitive and other funds  (31):
  • 2022 - 2027 継続的な生体・行動データに基づく認知症の初期症状検出と進行予防支援システム
  • 2022 - 2026 解集合アグリゲーションによる多目的進化計算
  • 2022 - 2024 睡眠時と日中の生体振動データに基づく無拘束型睡眠時無呼吸症候群判定
  • 2023 - 2023 生体振動データを用いた簡易睡眠段階推定法の確立
  • 2022 - 2023 日中の仮眠 (20~30分) におけ る最適温熱制御
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Papers (414):
  • Takayuki Ishida, Seisuke Fukuda, Kazuki Kariya, Hiroyuki Kamata, Keiki Takadama, Hirohisa Kojima, Shujiro Sawai, Shinichiro Sakai. Vision-based navigation and obstacle detection flight results in SLIM lunar landing. Acta Astronautica. 2025. 226. 772-781
  • Fumito Uwano, Satoshi Hasegawa, Keiki Takadama. Inverse Reinforcement Learning with Agents’ Biased Exploration Based on Sub-optimal Sequential Action Data. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2024. 28. 2. 380-392
  • Takashi Kido, Keiki Takadama. The Challenges for GenAI in Social and Individual Well-Being. AAAI Spring Symposia. 2024. 365-367
  • Fumito Uwano, Keiki Takadama. Reinforcement Learning in Cyclic Environmental Change for Non-Communicative Agents: A Theoretical Approach. Explainable and Transparent AI and Multi-Agent Systems (Lecture Notes in Computer Science). 2023. 14127
  • Tomoaki Takagi, Keiki Takadama, Hiroyuki Sato. Directional Pareto Front and Its Estimation to Encourage Multi-Objective Decision-Making. IEEE Access. 2023. 11. 20619-20634
more...
MISC (52):
  • Kido, T, K. Takadama. - Kido, T. and K. TakadAAAI 23 Spring Symposium Report on Socially Responsible AI for Well-Bing. AI Magazine. 2023. 1-2
  • 髙玉 圭樹. 運転事故防止に向けた睡眠トータルケア:運転前の睡眠状況把握と運転後の睡眠改善. 自動車技術. 2023. 77. 2
  • 能島 裕介, 高木 英行, 棟朝 雅晴, 濱田 直希, 西原 慧, 高玉 圭樹, 佐藤 寛之, 桐淵 大貴, 宮川 みなみ. オープンスペースディスカッション 2021 実施報告. 進化計算学会論文誌,2022. 2022. 1. 1-9
  • Baldini, I, Barrett, C, Chella, A, Cinelli, C, Gamez, D, Gilpin, L, Hinkelmann, K, Holmes, D, Kido, T, Kocaoglu, M, et al. Reports of the AAAI 2019 Spring Symposium Series. AI Magazine. 2019. 40. 3. 59-66
  • Amato, C, Ammar, H.B, Churchill, E, Karpas, E, Kido, T, Kuniavsky, M, Lawless, W. F, Rossi, F, Oliehoek, F. A, Russell, S, et al. Reports of the AAAI 2018 Spring Symposium Series,. AI magazine. 2018. 39. 4. 29-35
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Patents (41):
  • 睡眠時無呼吸症候群判定装置、睡眠時無呼吸症候群判定方法および 睡眠時無呼吸症候群判定プログラム
  • 環境制御内容決定装置、及び環境制御内容決定方法
  • 深層学習モデルの複数判断ルール獲得システム及び深層学習モデルの複数 判断ルール獲得方法
  • 協調行動導出システム及び協調行動導出方法
  • 環境制御内容決定装置、及び環境制御内容決定方法
more...
Books (99):
  • Reinforcement Learning in Cyclic Environmental Change for Non-Communicative Agents: A Theoretical Approach, Explainable and Transparent AI and Multi-Agent Systems
    Lecture Notes in Computer Science, Vol. 14127, Springer-Verlag 2023
  • Personalized Sleep Stage Estimation based on Time Series Probability of Estimation for Each Label with Wearable 3-axis Accelerometer
    Human Interface and the Management of Information, in H. Mori and Y. Asahi (eds.), Lecture Notes in Computer Science, Springer-Verlag 2023
  • Multi-objectivization Relaxes Multi-funnel Structures in Single-objective NK-landscapes
    Evolutionary Computation in Combinatorial Optimisation (EvoCOP2023), Lecture Notes in Computer Science, Vol. 13987, Springer Nature 2023
  • Adaptive Synapse Adjustment and De- coding in Action-prediction Cortical Learning Algorithm
    Soft Computing and Pattern Recognition (SoCPaR 2022) , Lecture Notes in Networks and Systems, Vol. 648, Springer Nature 2023
  • Pareto Front Upconvert by Iterative Estimation Modeling and Solution Sampling
    Evolutionary Multi-Criterion Optimization, Lecture Notes in Computer Science 2023
more...
Lectures and oral presentations  (655):
  • REM Estimation Based on Accelerometer by Excluding Other Stages and Two-Scale Smoothing
    (The 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC2024), (to appear) 2024)
  • Generating High-Dimensional Prototypes with a Classifier System by Evolving in Latent Space
    (Genetic and Evolutionary Computation Conference (GECCO 2024), Companion, (to appear) 2024)
  • Approximating Pareto Local Optimal Solution Networks
    (Genetic and Evolutionary Computation Conference (GECCO 2024), (to appear) 2024)
  • Multi-Layer Cortical Learning Algorithm for Forecasting Time-Series Data with Smoothly Changing Variation Patterns
    (2024 IEEE Congress on Evolutionary Computation (CEC2024), (to appear) 2024)
  • Design of Generalized and Specialized Helper Objectives for Multi-objective Continuous Optimization Problems
    (2024 IEEE Congress on Evolutionary Computation (CEC2024), (to appear) 2024)
more...
Education (4):
  • 1995 - 1998 The University of Tokyo Faculty of Engineering Advanced Science and Technology
  • 1993 - 1995 Kyoto University Graduate school of Engineering 応用システム科学専攻
  • 1989 - 1993 Ritsumeikan University College of Science and Engineering
  • 1986 - 1989 Osaka Ibaraki High School
Professional career (2):
  • 博士(工学) (東京大学)
  • Ph.D. in Engineering (The University of Tokyo.)
Work history (8):
  • 2024/04 - 現在 The University of Electro-Communications Graduate School of Informatics and Engineering
  • 2024/04 - 現在 Information Technology Center, The University of Tokyo Interdisciplinary Information Science Research Division Professor
  • 2011/05 - 2024/03 The University of Electro-Communications Professor
  • 2010/04/01 - 2011/04/30 The University of Electro-Communications Associate Professor
  • 2006/05/01 - 2010/03/31 The University of Electro-Communications Associate Proffesor
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Committee career (48):
  • 2023 - 現在 計測自動制御学会、システム・情報部門 学術講演会 2023 (SSI2023) 強化学習とそのハイブリッド手法の最前線 [Co-Organizer]
  • 2015 - 現在 The International Symposium on Swarm Behavior and Bio-Inspired Robotics(SWARM) プログラム委員
  • 2013 - 現在 宇宙航空研究開発機構(JAXA)、宇宙工学委員会 委員
  • 2012 - 現在 The International Workshop on Modern Science and Technology プログラム委員
  • 2012 - 現在 The International Symposium on Medical Information and Communication Technology(ISMICT) テクニカル・プログラム委員
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Awards (100):
  • 2023/11 - 計測自動制御学会,システム・情報部門 学術講演会 2023 [SSI研究奨励賞] マルチエージェント強化学習におけるカリキュラム学習の影響分析に基づいたカリキュラム設計
  • 2023/11 - 計測自動制御学会,システム・情報部門 学術講演会 2023 [SSI研究奨励賞] 衝突危険領域と他船の衝突回避方針推定を考慮したマルチエージェント深層強化学習
  • 2023/11 - 計測自動制御学会,システム・情報部門 学術講演会 2023 [SSI研究奨励賞] 準最適なデモンストレーションに対応するアーカイブに基づくマルチエージェント敵対的逆強化学習
  • 2023/10 - [Best Mission award 2nd] A Rocket Launch for International Student Satellites CanSat (ARLISS) 2023
  • 2023/10 - [UNISEC award 1st] A Rocket Launch for International Student Satellites CanSat (ARLISS) 2023
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Association Membership(s) (13):
日本病院総合診療医学会 ,  日本睡眠学会 ,  Information Processing Society of Japan ,  The Japanese Society for Artificial Intelligence ,  The Society of Instrument and Control Engineers ,  The Robotics Society of Japan ,  Institute of Electrical and Electronics Engineers ,  The Academic Association for Organizational Science ,  The Japan Association for Social and Economic Systems Studies ,  Japan Association of Simulation and Gaming ,  The Japan Society for Aeronautical and Space Sciencers ,  University Space Engineering Consortium ,  電子情報通信学会
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