Rchr
J-GLOBAL ID:201501016515333428   Update date: Mar. 19, 2024

Harada Tomohiro

ハラダ トモヒロ | Harada Tomohiro
Affiliation and department:
Job title: Associate Professor
Homepage URL  (1): http://www.comp.sd.tmu.ac.jp/tomohiro-harada/
Research field  (2): Intelligent informatics ,  Soft computing
Research keywords  (1): Evolutionary Computation, Machine Learning, Optimization, Game AI, Sleep Measurement
Research theme for competitive and other funds  (5):
  • 2021 - 2024 二値分類機械学習モデルを用いる高コスト最適化問題に対する進化的アルゴリズム
  • 2019 - 2022 Development of functions for audience participation promotion and procedural play generation in well-being live streaming
  • 2019 - 2021 解評価時間の不均一性に依存しない並列進化的アルゴリズムの提案
  • 2016 - 2019 Reinforcing Spacecraft Computer System by Bit Inversion: Towards Sustainability Through Program Evolution
  • 2012 - 2015 Tierra型オンボードコンピュータにおけるプログラム進化手法
Papers (121):
  • Kenji Matsuda, Tenta Suzuki, Tomohiro Harada, Johei Matsuoka, Mao Tobisawa, Jyunya Hoshino, Yuuki Itoh, Kaito Kumagae, Toshinori Kagawa, Kiyohiko Hattori. Hierarchical Reward Model of Deep Reinforcement Learning for Enhancing Cooperative Behavior in Automated Driving. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2024
  • Tomohiro Harada. Parallel cooperative multiobjective coevolutionary algorithm for constrained multiobjective optimization problems. Applied Soft Computing. 2024
  • Tomohiro Harada. A pairwise ranking estimation model for surrogate-assisted evolutionary algorithms. Complex & Intelligent Systems. 2023
  • Tomohiro Harada, Sohei Kino, Ruck Thawonmas. Investigating the influence of survival selection and fitness estimation method in genotype-based surrogate-assisted genetic programming. Artificial Life and Robotics. 2023. 28. 1. 181-191
  • Tomohiro Harada, Johei Matsuoka, Kiyohiko Hattori. Behavior analysis of emergent rule discovery for cooperative automated driving using deep reinforcement learning. Artificial Life and Robotics. 2023. 28. 1. 31-42
more...
MISC (8):
  • 原田 智広, 吉田 諭史, 笹嶋 宗彦, 砂川 英一. 企業参加推進. 人工知能. 2021. 36. 6. 743-743
  • 米納 弘渡, 伊藤 雅弘, 原田 智広, 吉田 諭史. 企業参加推進担当活動報告. 人工知能. 2020. 35. 6. 805-805
  • Program Emergence Towards a Robust Space Computer System. 2017. 61. 6p
  • 髙玉 圭樹, 村田 暁紀, 上野 史, 田島 友祐, 辰巳 嵩豊, 原田 智広. Well-being Computing : Towards Physical, Mental, and Social Well-being from Sleep Perspective. 人工知能 : 人工知能学会誌 : journal of the Japanese Society for Artificial Intelligence. 2017. 32. 1. 81-86
  • Improving Accuracy of Real-time Sleep Stage Estimation by Considering Personal Sleep Feature. 2016. 116. 224. 63-68
more...
Lectures and oral presentations  (140):
  • Hybrid Rocket Engine Design Using Pairwise Ranking Surrogate-assisted Differential Evolution.
    (GECCO Companion 2023)
  • Adaptation of Search Generations in Extreme Learning Assisted MOEA/D Based on Estimation Accuracy of Surrogate Model.
    (2021)
  • Parallel differential evolution applied to interleaving generation with precedence evaluation of tentative solutions.
    (2021)
  • Proposal of Multimodal Program optimization Benchmark and Its Application to Multimodal Genetic Programming
    (2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings 2020)
  • TGIF!: Selecting the most healing TNT by optical flow
    (AAAI 2019 Spring Symposium on "Interpretable AI for Well-Being: Understanding Cognitive Bias and Social Embeddedness 2019)
more...
Education (4):
  • - 2015 The University of Electro-Communications Graduate School of Informatics and Engineering Department of Informatics
  • - 2012 The University of Electro-Communications Graduate School of Informatics and Engeneering Department of Informatics
  • - 2010 The University of Electro-Communications Faculty of Electro-Communications Department of Human Communications
  • - 2005 Hokkaido Asahikawa Kita High School General cource
Professional career (1):
  • Ph.D (Engineering) (The University of Electro-Communications)
Work history (5):
  • 2023/11 - 現在 Saitama University Graduate School of Science and Engineering Associate Professor
  • 2019/10 - 2023/10 Tokyo Metropolitan University Faculty of System Design Assistant Professor
  • 2015/04 - 2019/09 Ritsumeikan University College of Information Science and Engineering Department of Information Science and Engineering Assistant Professor
  • 2018/04/01 - 2018/09/25 University of Malaga (Spain), Visiting researcher
  • 2012/04/01 - 2015/03/31 Japan Society for the Promotion of Science, Research Fellowship for Young Scientists (DC1)
Committee career (28):
  • 2020/01 - 現在 進化計算学会 実世界ベンチマーク問題分科会
  • 2021/12 - 2022 進化計算学会 「進化計算シンポジウム2021」特集号,ゲストエディタ
  • 2021/12 - 進化計算学会 進化計算シンポジウム2021プログラム委員長
  • 2021/06 - 人工知能学会 人工知能学会全国大会,企業参加推進委員
  • 2021/06 - 情報処理学会 「若手研究者」特集,編集委員
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Awards (24):
  • 2022/12 - 進化計算学会 進化計算シンポジウム2022 進化計算コンペティション2022 単目的部門準トップ賞
  • 2022/12 - 進化計算学会 進化計算シンポジウム2022 進化計算コンペティション2022 多目的部門トップ賞
  • 2022/09 - 日本知能情報ファジィ学会 第38回ファジィシステムシンポジウム FSS優秀発表賞 優劣推定型サロゲート差分進化を用いたハイブリッドロケット設計
  • 2021/12 - IEEE Computational Intelligence Society Japan Chapter Young Researcher Award (Symposium on Evolutionary Computation)
  • 2020/12 - 進化計算学会 進化計算シンポジウム2020 進化計算コンペティション2020 多目的部門準トップ賞
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Association Membership(s) (6):
Association for Computing Machinery (ACM) ,  Institute of Electrical and Electronics Engineers (IEEE) ,  The Japanese Society for Artificial Intelligence ,  Information Processing Society of Japan ,  The Society of Instrument and Control Engineers ,  The Japanese Society for Evolutionary Computation
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