Difference between revisions of "Yen-Chi Chen"
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'''Yen-Chi Chen''',<br/> | '''Yen-Chi Chen''',<br/> | ||
− | a Taiwanese computer scientist affiliated with the [ | + | a Taiwanese computer scientist affiliated with the [[National Taiwan Normal University]]. |
− | His research interests | + | His research interests include [[Learning|machine learning]] and [[Games|computer games]]. He is author and co-author of [[Chinese Dark Chess]], [[Surakarta]], [[Outer-Open Gomoku]], [[Othello]] and [[Nonogram]] playing and solving programs, participating and winning at [[ICGA]] and [[TAAI]] tournaments. |
− | |||
=Exact-Win-MCTS= | =Exact-Win-MCTS= | ||
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=Selected Publications= | =Selected Publications= | ||
<ref>[https://www.researchgate.net/profile/Yen_Chi_Chen6 Yen-Chi Chen | National Taiwan Normal University, Taipei | NTNU | Department of Computer science & Information Engineering]</ref> | <ref>[https://www.researchgate.net/profile/Yen_Chi_Chen6 Yen-Chi Chen | National Taiwan Normal University, Taipei | NTNU | Department of Computer science & Information Engineering]</ref> | ||
+ | ==2017 ...== | ||
* [[Chih-Hung Chen]], [[Shun-Shii Lin]], [[Yen-Chi Chen]] ('''2017'''). ''[https://ieeexplore.ieee.org/document/8075180 An algorithmic design and implementation of outer-open gomoku]''. [https://ieeexplore.ieee.org/xpl/conhome/8055814/proceeding ICCCS 2017] | * [[Chih-Hung Chen]], [[Shun-Shii Lin]], [[Yen-Chi Chen]] ('''2017'''). ''[https://ieeexplore.ieee.org/document/8075180 An algorithmic design and implementation of outer-open gomoku]''. [https://ieeexplore.ieee.org/xpl/conhome/8055814/proceeding ICCCS 2017] | ||
* [[Yen-Chi Chen]], [[Jia-Fong Yeh]], [[Shun-Shii Lin]] ('''2018'''). ''Design and implementation aspects of a Surakarta program''. [[CG 2018]], [[ICGA Journal#40_4|ICGA Journal, Vol. 40, No. 4]] | * [[Yen-Chi Chen]], [[Jia-Fong Yeh]], [[Shun-Shii Lin]] ('''2018'''). ''Design and implementation aspects of a Surakarta program''. [[CG 2018]], [[ICGA Journal#40_4|ICGA Journal, Vol. 40, No. 4]] | ||
* [[Yen-Chi Chen]], [[Chih-Hung Chen]], [[Shun-Shii Lin]] ('''2018'''). ''[https://dl.acm.org/citation.cfm?id=3293486 Exact-Win Strategy for Overcoming AlphaZero]''. [https://dl.acm.org/citation.cfm?id=3293475 CIIS 2018] | * [[Yen-Chi Chen]], [[Chih-Hung Chen]], [[Shun-Shii Lin]] ('''2018'''). ''[https://dl.acm.org/citation.cfm?id=3293486 Exact-Win Strategy for Overcoming AlphaZero]''. [https://dl.acm.org/citation.cfm?id=3293475 CIIS 2018] | ||
* [[Yen-Chi Chen]], [[Shun-Shii Lin]] ('''2019'''). ''A fast nonogram solver that won the TAAI 2017 and ICGA 2018 tournaments''. [[ICGA Journal#41_1|ICGA Journal, Vol. 41, No. 1]] | * [[Yen-Chi Chen]], [[Shun-Shii Lin]] ('''2019'''). ''A fast nonogram solver that won the TAAI 2017 and ICGA 2018 tournaments''. [[ICGA Journal#41_1|ICGA Journal, Vol. 41, No. 1]] | ||
+ | ==2020 ...== | ||
+ | * [[Yen-Chi Chen]], [[Shun-Shii Lin]] ('''2020'''). ''Requiem wins Nonogram tournament''. [[ICGA Journal#42_1|ICGA Journal, Vol. 42, No. 1]] » [[22nd Computer Olympiad]] | ||
+ | * [[Tristan Cazenave]], [[Yen-Chi Chen]], [[Guan-Wei Chen]], [[Shi-Yu Chen]], [[Xian-Dong Chiu]], [[Julien Dehos]], [[Maria Elsa]], [[Qucheng Gong]], [[Hengyuan Hu]], [[Vasil Khalidov]], [[Cheng-Ling Li]], [[Hsin-I Lin]], [[Yu-Jin Lin]], [[Xavier Martinet]], [[Vegard Mella]], [[Jeremy Rapin]], [[Baptiste Roziere]], [[Gabriel Synnaeve]], [[Fabien Teytaud]], [[Olivier Teytaud]], [[Shi-Cheng Ye]], [[Yi-Jun Ye]], [[Shi-Jim Yen]], [[Sergey Zagoruyko]] ('''2020'''). ''Polygames: Improved zero learning''. [[ICGA Journal#42_4|ICGA Journal, Vol. 42, No. 4]], [https://arxiv.org/abs/2001.09832 arXiv:2001.09832] | ||
=External Links= | =External Links= |
Latest revision as of 12:32, 16 January 2021
Yen-Chi Chen,
a Taiwanese computer scientist affiliated with the National Taiwan Normal University.
His research interests include machine learning and computer games. He is author and co-author of Chinese Dark Chess, Surakarta, Outer-Open Gomoku, Othello and Nonogram playing and solving programs, participating and winning at ICGA and TAAI tournaments.
Contents
Exact-Win-MCTS
Along with Shun-Shii Lin and Chih-Hung Chen, Yen-Chi Chen elaborated on an exact-win strategy for overcoming AlphaZero in a Monte-Carlo Tree Search, that makes use of sub-tree's information (WIN, LOSS, DRAW, and UNKNOWN) to prune unneeded moves to increase the opportunities of discovering the critical moves [2].
Selected Publications
2017 ...
- Chih-Hung Chen, Shun-Shii Lin, Yen-Chi Chen (2017). An algorithmic design and implementation of outer-open gomoku. ICCCS 2017
- Yen-Chi Chen, Jia-Fong Yeh, Shun-Shii Lin (2018). Design and implementation aspects of a Surakarta program. CG 2018, ICGA Journal, Vol. 40, No. 4
- Yen-Chi Chen, Chih-Hung Chen, Shun-Shii Lin (2018). Exact-Win Strategy for Overcoming AlphaZero. CIIS 2018
- Yen-Chi Chen, Shun-Shii Lin (2019). A fast nonogram solver that won the TAAI 2017 and ICGA 2018 tournaments. ICGA Journal, Vol. 41, No. 1
2020 ...
- Yen-Chi Chen, Shun-Shii Lin (2020). Requiem wins Nonogram tournament. ICGA Journal, Vol. 42, No. 1 » 22nd Computer Olympiad
- Tristan Cazenave, Yen-Chi Chen, Guan-Wei Chen, Shi-Yu Chen, Xian-Dong Chiu, Julien Dehos, Maria Elsa, Qucheng Gong, Hengyuan Hu, Vasil Khalidov, Cheng-Ling Li, Hsin-I Lin, Yu-Jin Lin, Xavier Martinet, Vegard Mella, Jeremy Rapin, Baptiste Roziere, Gabriel Synnaeve, Fabien Teytaud, Olivier Teytaud, Shi-Cheng Ye, Yi-Jun Ye, Shi-Jim Yen, Sergey Zagoruyko (2020). Polygames: Improved zero learning. ICGA Journal, Vol. 42, No. 4, arXiv:2001.09832
External Links
- Yen-Chi Chen | LinkedIn
- Yen-Chi Chen | National Taiwan Normal University, Taipei | NTNU | Department of Computer science & Information Engineering
- zxkyjimmy (Yen-Chi Chen) · GitHub