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Optimization of Trusses and Frames using Reinforcement Learning / 強化学習を用いたトラスと骨組の最適化

京都大学 / 新制・課程博士 / 博士(工学) / 甲第25241号 / 工博第5200号 / 新制||工||1992(附属図書館) / 京都大学大学院工学研究科建築学専攻 / (主査)教授 大崎 純, 教授 西山 峰広, 准教授 藤田 皓平 / 学位規則第4条第1項該当 / Doctor of Agricultural Science / Kyoto University / DFAM

Identiferoai:union.ndltd.org:kyoto-u.ac.jp/oai:repository.kulib.kyoto-u.ac.jp:2433/288675
Date25 March 2024
CreatorsChi-Tathon, Kupwiwat
Contributorsチタトーン, クパウィワト
PublisherKyoto University, 京都大学
Source SetsKyoto University
LanguageEnglish
Detected LanguageEnglish
Typedoctoral thesis, Thesis or Dissertation
Rights"Deep deterministic policy gradient and graph attention network for geometry optimization of latticed shells" Chi-tathon Kupwiwat, Kazuki Hayashi, Makoto Ohsaki ("Applied Intelligence" September 2023, Volume 53, No.17, pp 129-139). doi: 10.1007/s10489-023-04565-w Copyright 2023 Springer Nature Ltd. Reproduced with permission. To access the final edited and published work, see [https://doi.org/10.1007/s10489-023-04565-w] "Multi-objective optimization of truss structure using multi-agent reinforcement learning and graph representation" Chi-tathon Kupwiwat, Kazuki Hayashi, Makoto Ohsaki ("Engineering Applications of Artificial Intelligence" March 2024, Volume 129(107594), No Page). doi: 10.1016/j.engappai.2023.107594 Copyright 2023 Elsevier Ltd. Reproduced with permission. To access the final edited and published work, see [https://doi.org/10.1016/j.engappai.2023.107594]

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