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HSUEH, Chu Hsuan Senior Lecturer
Information Science, Human Information Science, International Research Center for Artificial Intelligence and Entertainment Science
◆Degrees
Bachelor of Computer Science and Engineering National Chiao Tung University (Taiwan)
PhD of Computer Science and Engineering National Chiao Tung University (Taiwan)
◆Professional Experience
2024 - : Japan Advanced Institute of Science and Technology , School of Information Science , Senior Lecturer (Junior Associate Professor)
2019 - 2024 : Japan Advanced Institute of Science and Technology , School of Information Science , Assistant Professor
◆Specialties
Entertainment and game informatics
◆Research Keywords
Computer Game, Artificial Intelligence, Monte-Carlo Tree Search, Stochastic Game, Procedural Content Generation, Reinforcement Learning

■Publications

◆Published Papers
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
◆Conference Activities & Talks
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

■Teaching Experience

Game Informatics(E), Game Informatics, Algorithms and Data Structures, Game Informatics (E)

■Contributions to  Society

◆Academic Society Affiliations
Member of Games Technical Committee (GTC), Computer Go Forum, International Computer Games Association (ICGA), IEEE, Information Processing Society of Japan, Taiwan Computer Game Association
◆Academic Contribution
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

■Academic  Awards

・ Research encouragement award , Kyota Kuboki, Chu-Hsuan Hsueh, Kokolo Ikeda , 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
・ Excellence award of Ph.D. thesis , Chu-Hsuan Hsueh, I-Chen Wu , Taiwan Computer Game Association , 2020