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 [https://en.wikipedia.org/wiki/National_Taiwan_Normal_University National Taiwan Normal University].
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a Taiwanese computer scientist affiliated with the [[National Taiwan Normal University]].
His research interests covers [[Learning|machine learning]] and [[Games|computer games]],
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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.
where he is author and co-author of [[Chinese Dark Chess]], [[Surakarta]], [[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>
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==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]]
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==2020 ...==
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* [[Yen-Chi Chen]], [[Shun-Shii Lin]] ('''2020'''). ''Requiem wins Nonogram tournament''. [[ICGA Journal#42_1|ICGA Journal, Vol. 42, No. 1]] » [[22nd Computer Olympiad]]
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* [[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 11:32, 16 January 2021

Home * People * Yen-Chi Chen

Yen-Chi Chen [1]

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.

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

[3]

2017 ...

2020 ...

External Links

References

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