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J-GLOBAL ID：201801006465985948   Update date: Apr. 15, 2024

Uwano Fumito

ウワノ フミト | Uwano Fumito
Affiliation and department：
Okayama University Faculty of Environmental, Life, Natural Science and Technology

About Okayama University Faculty of Environmental, Life, Natural Science and Technology


Job title： Assistant Professor
Other affiliations (1)：
  • Okayama University  School of Engineering Department of Engineering Division of Information, Electronics and Data Science Technology   Assistant Professor
Homepage URL  (1)： https://drjack.xyz/%e7%b5%8c%e6%ad%b4/
Research field  (4)： Information theory ,  Information networks ,  Intelligent robotics ,  Intelligent informatics
Research keywords  (11)： Natural Language Processing ,  Digital Libraries ,  Data Engineering ,  Human-Agent Interaction ,  Evolutionary Machine Learning ,  Social Simulation ,  Healthcare Informatics ,  Space Engineering ,  Evolutionary Computation ,  Multi-agent System ,  Reinforcement Learning
Research theme for competitive and other funds  (8)：
  • 2024 - 2027 Multi-Agent Reinforcement Learning for Strategic Decision Making Using Multi-Objective Evolutionary Computation
  • 2022 - 2025 Development of Cost Sensitive Meta Data Extractor from Papers and Cyber-Physical Paper Reader in Browser
  • 2021 - 2024 未知の協調・環境を想定したマルチエージェント強化学習の知識転移
  • 2022 - 2024 Multi-agent system based onrRelationship between human and robot toward transportation optimization
  • 2022 - 2024 Cooperative strategy learning and knowledge evolution for multi-agent system to adapt to dynamism in unknown cooperation and environment
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Papers (55)：
  • Fumito Uwano, Will N. Browne. Cognitive Learning System for Sequential Aliasing Patterns of States in Multistep Decision-Making. Proceedings of Genetic and Evolutionary Computation Conference Companion 2024 (GECCO 2024). 2024
  • Fumito Uwano. Learning Agents for Robotics: Trend and Next Challenge. Journal of Robotics and Mechatronics. 2024. 36. 3
  • Fumito Uwano, Ran'u Kobayashi, Manabu Ohta. Automatic Extraction of User-Centric Aspects for Tourist Spot Recommender Systems Using Reviews in Japanese. Proceedings of the 26th International Conference on Human-Computer Interaction (HCII 2024). 2024
  • 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
  • Ryota Kubo, Fumito Uwano, Manabu Ohta. Reward Design for Deep Reinforcement Learning Towards Imparting Commonsense Knowledge in Text-based Scenario. Proceedings of the 16th International Conference on Agents and Artificial Intelligence (ICAART 2024). 2024
ｍore...
MISC (85)：
  • Ryuta Yamamoto, Fumito Uwano, Manabu Ohta. 福祉支援施設の支援記録からのインシデントの予兆検出手法の改良. DEIM2024. 2024
  • Shumpei Nakayama, Teruhito Kanazawa, Fumito Uwano, Manabu Ohma. 確信度を用いたBERTによる参考文献書誌情報抽出の誤り検出の一手法. DEIM2024. 2024
  • Ran'u Kobayashi, Fumito Uwano, Manabu Ohta. 観点の自動抽出に基づくインタラクティブな観光スポット推薦システム. DEIM2024. 2024
  • Shion Itagaki, Fumito Uwano, Manabu Ohta. 粒度の異なる商品比較を実現する評判情報可視化インタフェースの提案. DEIM2024. 2024
  • He Yijie, Fumito Uwano, Manabu Ohta. 楽天レビューデータを用いたレビュー推薦の一手法. DEIM2024. 2024
ｍore...
Patents (2)：
Books (1)：
  • Artificial Intelligence for Space Applications
    CRC Press: Taylor & Francis 2023 ISBN:9781003366386
Lectures and oral presentations  (7)：
  • 強化学習における認識と報酬のMissing Linkとは
    (境界と関係性を視座とするシステム学調査研究会2023例会 2023)
  • マルチエージェント強化学習における知識とその境界
    (第69回自律分散システム部会研究会「若手中心とした模倣学習・強化学習」 2022)
  • Reward-based Cooperative Control in Multi-agent Deep Reinforcement Learning and That Future Plan
    (Cypher Workshop (February) 2022)
  • 獲得報酬の分布に基づくエージェント間の暗黙的協調行動学習とその効果の検証
    (SMASH22 Winter Symposium 2022)
  • 未知の協調・環境を想定したマルチエージェント強化学習の知識転移
    (2021)
ｍore...
Education (4)：
  • 2017 - 2020 The University of Electro-Communications Department of Informatics
  • 2015 - 2017 The University of Electro-Communications
  • 2011 - 2015 The University of Electro-Communications
  • 2008 - 2011 私立攻玉社高等学校
Professional career (1)：
  • Ph. D. (Engineering) (The University of Electro-Communications)
Work history (6)：
  • 2023/04 - 現在 Okayama University Faculty of Environmental, Life, Natural Science and Technology Assistant Professor
  • 2021/04 - 2023/03 Okayama University Faculty of Natural Science and Technology Assistant Professor
  • 2022/06 - 2022/11 Queensland University of Technology Faculty of Engineering Visiting Fellow
  • 2020/04 - 2021/03 Okayama University Graduate School of Natural Science and Technology Assistant Professor
  • 2017/04 - 2020/03 Japan Society for the Promotion of Science Research Fellowship for Young Scientists (DC1)
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Committee career (10)：
  • 2024/04 - 現在 The Robotics Society of Japan Paper Review Subcommittee
  • 2024 - 現在 Pacific Rim International Conference on Artificial Intelligence (PRICAI) Program Committee
  • 2024 - 現在 International Conference on Principles and Practice of Multi-Agent Systems (PRIMA) Program Committee
  • 2024 - 現在 Drone Routing Problem Challenge (AAMAS Competition 2024) Organizer
  • 2023 - 現在 Genetic and Evolutionary Computation Conference Program Committee
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Awards (26)：
  • 2024/03 - DEIM2024 Student Presentation Award 福祉支援施設の支援記録からのインシデントの予兆検出手法の改良
  • 2023/12 - ARG WI2研究会 Excellent Research Award RoBERTaとELECTRAを利用した英文前置詞誤りの検出と修正の一手法
  • 2023/12 - ARG WI2研究会 Student Award 英文前置詞の空所補充問題を用いたBERTとその後継モデルの比較
  • 2022/03 - Okayama University Educational Contribution Award
  • 2022/02 - The Society of Instrument and Control Engineers 2021年度学術奨励賞 研究奨励賞 Relation between Abstraction of Coordinate Action and Learning Network Topology in Multi-Agent System
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Association Membership(s) (13)：
The Database Society of Japan ,  The Robotics Society of Japan ,  The Japan Society for Aeronautical and Space Sciences ,  Japan Association of Simulation and Gaming ,  Institute of Electronics, Information and Communication Engineers (IEICE) ,  The Japanese Society for Evolutionary Computation ,  THE INSTITUTE OF ELECTRICAL ENGINEERS OF JAPAN ,  Institute of Electrical and Electronics Engineers (IEEE) ,  Association for Computing Machinery (ACM) ,  INFORMATION PROCESSING SOCIETY OF JAPAN ,  THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE ,  THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS ,  UNISEC
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