Difference between revisions of "Chu-Hsuan Hsueh"
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* [[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] | * [[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]] ('''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]], [[Jr-Chang Chen]], [[Tsan-sheng Hsu]] ('''2018'''). ''AlphaZero for a Non-Deterministic Game''. [https://dblp.uni-trier.de/db/conf/taai/taai2018.html TAAI 2018] » [[AlphaZero]] | ||
=External Links= | =External Links= | ||
Revision as of 15:07, 7 March 2019
Home * People * Chu-Hsuan Hsueh
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
- Chu-Hsuan Hsueh, I-Chen Wu, Jr-Chang Chen, Tsan-sheng Hsu (2018). AlphaZero for a Non-Deterministic Game. TAAI 2018 » AlphaZero
