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HSUEH, Chu Hsuan （HSUEH, Chu Hsuan）講師
情報科学, 人間情報学研究領域, AI・エンタテインメント科学国際研究センター
◆学位
情報工学士 国立交通大学（台湾）
情報工学博士 国立交通大学（台湾）
◆職歴
2024 - : 北陸先端科学技術大学院大学 , 情報科学系 , 講師
2019 - 2024 : 北陸先端科学技術大学院大学 , 情報科学系 , 助教
◆専門分野
エンタテインメント、ゲーム情報学
◆研究キーワード
ゲーム, 人工知能, モンテカルロ木探索, 確率ゲーム, コンテンツ生成, 強化学習

■研究業績

◆発表論文
Proposal and generation of endgame puzzles for an imperfect information game Geister
Chu-Hsuan Hsueh, Takefumi Ishii, Tsuyoshi Hashimoto, Kokolo Ikeda
Entertainment Computing, 52, 100736-100736, 2025
Procedurally Generating Natural-Looking Villages in Minecraft with Ant Colony Optimization Algorithms
Tobias Deinböck, Chu-Hsuan Hsueh, Kokolo Ikeda
The 29th International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2024), -, 2024
Using Reinforcement Learning to Generate Levels of Super Mario Bros. With Quality and Diversity
SangGyu Nam, Chu-Hsuan Hsueh, Pavinee Rerkjirattikal, Kokolo Ikeda
IEEE Transactions on Games, 16, 4, 807-820, 2024
More Human-Like Gameplay by Blending Policies From Supervised and Reinforcement Learning
Tatsuyoshi Ogawa, Chu-Hsuan Hsueh, Kokolo Ikeda
IEEE Transactions on Games, 16, 4, 831-843, 2024
Improvement of Move Naturalness for Playing Good-Quality Games with Middle-Level Players
Chu-Hsuan Hsueh, Kokolo Ikeda
Applied Intelligence, -, 2024
◆Misc
Procedurally Generating Natural-Looking Villages in Minecraft with Ant Colony Optimization Algorithms
Tobias Deinböck, Chu-Hsuan Hsueh, Kokolo Ikeda
Joint International Scientific Conferences on AI and Machine Learning (BNAIC/BeNeLearn 2024), -, 2024
CLAP_CDC wins Chinese dark chess tournament
Chu-Hsuan Hsueh, Jr-Chang Chen
ICGA Journal, 44, 3, 114-118, 2023
EWIN wins EinStein Würfelt Nicht! tournament
Chu-Hsuan Hsueh, I-Chen Wu
ICGA Journal, 41, 1, 49-52, 2019
DARKKNIGHT wins Chinese Dark Chess Tournament
Chu-Hsuan Hsueh, I-Chen Wu
ICGA Journal, 38, 4, 249-251, 2015
◆講演・口頭発表
Game AI for Entertaining and Teaching Human Players
Institute of Information Science, Academia Sinica, Taipei, 2024
From Strong Game AI to Entertaining Game AI
Three-University Joint Workshop: Leading-Edge Technologies and Ingenuities, National Cheng Kung University, Tainan, 2024
Can We Infer Move Sequences in Go from Stone Arrangements?
The 18th Conference on Advances in Computer and Games (ACG2023), 2023
Playing Good-Quality Games with Weak Players by Combining Programs with Different Roles
2022 IEEE Conference on Games (CoG), 2022
Analyses of Tabular AlphaZero on NoGo
2020 International Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2020

■担当講義

ゲーム情報学特論(E), ゲーム情報学特論, アルゴリズムとデータ構造

■学外活動

◆所属学会
Member of Games Technical Committee (GTC), コンピュータ囲碁フォーラム, International Computer Games Association (ICGA), IEEE, 情報処理学会, 台湾コンピュータゲーム学会
◆学術貢献活動
The 12th International Conference on Computers and Games (CG2024) , International Computer Games Association (ICGA) , 2024 - 2024
The 18th International Conference on Advances in Computer Games (ACG2023) , International Computer Games Association (ICGA) , 2023 - 2023

■賞等

・ 研究奨励賞 , 窪木 響大, シュエ ジュウシュエン, 池田 心 , 2023
・ International track best poster award , Chu-Hsuan Hsueh, Kokolo Ikeda, Sang-Gyu Nam, I-Chen Wu , 2020 International Conference on Technologies and Applications of Artificial Intelligence (TAAI) , 2020
・ 博士論文優等賞 , Chu-Hsuan Hsueh, I-Chen Wu , 台湾コンピュータゲーム学会 , 2020