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J-GLOBAL ID：201801006465985948   Update date: Nov. 14, 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/自分の研究に関して/
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 - 2025 Research about building a prediction model for incidents in care support facility
  • 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
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Papers (60)：
  • Fumito Uwano, Ryota Kubo, Manabu Ohta. Natural Language-Based Reinforcement Learning for Acquiring Commonsense Knowledge from Partial Scenario. Agents and Artificial Intelligence. 2025
  • Ryutaro Yokotsuji, Donghui Lin, Fumito Uwano. LLM-based Interoperable IoT Service Platform. Proceedings of the 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2024). 2024
  • Keiki Takadama, Yusuke Maekawa, Ryuki Ishizawa, Shoei Fujita, Ryo Takano, Fumito Uwano, Hiroyuki Sato. Multiple Swarms Optimization by Archiving Potential Areas: Towards Rover Planetary Exploration of Potential Areas Which Number and Distribution are Unknown. Proceedings of International Symposium on Artificial Intelligence, Robotics and Automation in Space 2024 (i-SAIRAS 2024). 2024
  • Masahiro Kaji, Donghui Lin, Fumito Uwano. Safe Multi-agent Reinforcement Learning for Drone Routing Problems. Proceedings of the 25th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2024). 2024
  • 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
ｍore...
MISC (89)：
  • Riku Sakagami, Fumito Uwano, Keiki Takadama. 他エージェントの行動/観測情報の組み合わせに基づく中央集権学習分散実行型マルチエージェント強化学習. 計測自動制御学会システム・情報部門学術講演会2024論文集. 2024
  • Fumito Uwano, Ryota Kubo, Manabu Ohta. 自然言語文章の意味理解のための報酬設計に基づく強化学習. 計測自動制御学会システム・情報部門学術講演会2024論文集. 2024
  • Fumito Uwano, Keiki Takadama, Hiroyuki Kamata, Takayuki Ishida, Seisuke Fukuda, Shujiro Sawai, Shin'ichiro Sakai. Triangle Database Design by Connecting Crater Coordinates for Localization in Small Lunar Satellites. 第68回宇宙科学技術連合講演会予稿集. 2024
  • Shiyao Ding, Hideki Aoyama, Donghui Lin, Fumito Uwano. Drone Routing Problems Challenge. The 23rd International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2024). 2024
  • 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
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 (11)：
  • 2024/10 - 現在 The Database Society of Japan Track Chair, DEIM 2025
  • 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 Drone Routing Problem Challenge (AAMAS Competition 2024) Organizer
  • 2023 - 現在 Genetic and Evolutionary Computation Conference (GECCO) Program Committee
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Awards (27)：
  • 2024/06 - DEIM 2024 Excellent Interactive Award
  • 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
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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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