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'''Chu-Hsuan Hsueh''', (薛筑軒)<br/>
a Taiwanese computer scientist affiliated with the [[National Chiao Tung University]], [https://en.wikipedia.org/wiki/Hsinchu Hsinchu]. As Ph.D. student in [[I-Chen Wu|I-Chen Wu's]] Computer Games and Intelligence Lab <ref>[http://www.aigames.nctu.edu.tw/members Members - lab-aigames]</ref>, 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 Olympiad|Computer Olympiads]] and [[TCGA]] tournaments <ref>[http://java.csie.nctu.edu.tw/~icwu/aigames/DarkKnight.html DarkKnight]</ref> [https://www.game-ai-forum.org/icga-tournaments/program.php?id=743 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=
[[FILE:ChineseDarkChess2015.jpg|none|border|text-bottom|640px|link=https://icga.org/?page_id=1389]] 
[[18th Computer Olympiad#ChineseDarkChess|18th Computer Olympiad 2015]] medalists [[Ta-Kai Hsu]], [[Chu-Hsuan Hsueh]] (Gold) and [[Ting-Yu Lin]] (Silver) <ref>[https://icga.org/?page_id=1389 18th Computer Olympiad - Day 4 Photos] by [[Jan Krabbenbos]]</ref>  

=Selected Publications=
<ref>[https://dblp.uni-trier.de/pid/170/5288.html dblp: Chu-Hsuan Hsueh]</ref>
==2015 ...==
* [[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''. [http://dblp.uni-trier.de/db/conf/cig/cig2015.html#WangZLHW15 CIG 2015]
* [[Chu-Hsuan Hsueh]], [[I-Chen Wu]] ('''2015'''). ''DARKKNIGHT wins Chinese Dark Chess Tournament''. [[ICGA Journal#38_4|ICGA Journal, Vol. 38, No. 4]] » [[18th Computer Olympiad#ChineseDarkChess|18th Computer Olympiad | Chinese Dark Chess]]
* [[Chu-Hsuan Hsueh]], [[I-Chen Wu]], [[Tsan-sheng Hsu]], [[Jr-Chang Chen]], ''An investigation of strength analysis metrics for game-playing programs: A case study in Chinese dark chess''. » [[Chinese Dark Chess]]
* [[Chu-Hsuan Hsueh]], [[I-Chen Wu]], [[Jr-Chang Chen]], [[Tsan-sheng Hsu]] ('''2018'''). ''AlphaZero for a Non-Deterministic Game''. [[TAAI 2018]] » [[AlphaZero]], [[Chinese Dark Chess]]
* [[Wei-Yuan Hsu]], [[Chu-Ling Ko]], [[Chu-Hsuan Hsueh]], [[I-Chen Wu]] ('''2018'''). ''Solving 7,7,5-game and 8,8,5-game''. [[CG 2018]], [[ICGA Journal#40_3|ICGA Journal, Vol. 40, No. 3]]
* [[Chu-Hsuan Hsueh]], [[I-Chen Wu]] ('''2019'''). ''EWIN wins EinStein Würfelt Nicht! tournament''. [[ICGA Journal#41_1|ICGA Journal, Vol. 41, No. 1]] » [[21st Computer Olympiad#EWN|21st Computer Olympiad 2018]]
* [[Taishi Oikawa]], [[Chu-Hsuan Hsueh]], [[Kokolo Ikeda]] ('''2019'''). ''Improving Human Players’ T-Spin Skills in Tetris with Procedural Problem Generation''. [[Advances in Computer Games 16]]
==2020 ...==
* [[Keita Fujihira]], [[Chu-Hsuan Hsueh]], [[Kokolo Ikeda]] ('''2021'''). ''Procedural Maze Generation with Considering Difficulty from Human Players’ Perspectives''. [[Advances in Computer Games 17]]

=External Links=
* [http://java.csie.nctu.edu.tw/~icwu/aigames/DarkKnight.html DarkKnight]

=References= 
<references />
'''[[People|Up one Level]]'''
[[Category:Xiangqi Programmer|Hsueh]]
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