Chu-Hsuan Hsueh
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Chu-Hsuan Hsueh, (薛筑軒)
a Taiwanese computer scientist affiliated with the National Chiao Tung University, Hsinchu. As Ph.D. student in I-Chen Wu's Computer Games and Intelligence Lab [1], she is working on Monte-Carlo Tree Search for incomplete information games. Since 2014, Chu-Hsuan Hsueh is co-author of the Chinese Dark Chess program and multiple gold medal winner of Computer Olympiads and TCGA tournaments [2] DarkKnight, along with Wen-Jie Tseng and I-Chen Wu. Based on the original DarkKnight, she incorporated several techniques including early playout terminations, implicit minimax backups, quality-based rewards, and progressive bias to improve the playing strength. Besides, she also did some tunings for tournaments, e.g. time management, and dealing with 180 plies to draw.
Photos
18th Computer Olympiad 2015 medalists Ta-Kai Hsu, Chu-Hsuan Hsueh (Gold) and Ting-Yu Lin (Silver) [3]
Selected Publications
- Chu-Hsuan Hsueh, I-Chen Wu, Wen-Jie Tseng, Shi-Jim Yen, Jr-Chang Chen (2015). Strength Improvement and Analysis for an MCTS-Based Chinese Dark Chess Program. Advances in Computer Games 14
- Jiao Wang, Tan Zhu, Hongye Li, Chu-Hsuan Hsueh, I-Chen Wu (2015). Belief-state Monte-Carlo tree search for Phantom games. CIG 2015
- Chu-Hsuan Hsueh, I-Chen Wu (2015). DARKKNIGHT wins Chinese Dark Chess Tournament. ICGA Journal, Vol. 38, No. 4 » 18th Computer Olympiad | Chinese Dark Chess
