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Created page with "'''Home * People * I-Chen Wu''' FILE:I-Chen_Wu.jpg|border|right|thumb|link=https://plus.google.com/109127125721500350580/posts|I-Chen Wu <ref>[https://plu..."
'''[[Main Page|Home]] * [[People]] * I-Chen Wu'''
[[FILE:I-Chen_Wu.jpg|border|right|thumb|link=https://plus.google.com/109127125721500350580/posts|I-Chen Wu <ref>[https://plus.google.com/109127125721500350580/posts I-Chen Wu - Google+]</ref> ]]
'''I-Chen Wu''',<br/>
a Taiwanese computer scientist and professor at Department of Computer Science and [https://en.wikipedia.org/wiki/Information_engineering Information Engineering], [[National Chiao Tung University]], [https://en.wikipedia.org/wiki/Hsinchu Hsinchu], and head of its Computer Games and Intelligence (CGI) laboratory. He holds a B.S. in Electronic Engineering (1982) and a M.Sc. in CS (1984) from [[National Taiwan University]], and a Ph.D. in CS from [[Carnegie Mellon University]] (1993) <ref>[[I-Chen Wu]] ('''1993'''). ''Multilist Scheduling: A New Parallel Programming Model''. Ph.D. thesis, [[Carnegie Mellon University]]</ref> . His research interests include computer games, [https://en.wikipedia.org/wiki/Cloud_computing cloud computing], [https://en.wikipedia.org/wiki/Peer-to-peer Peer-to-peer] for gaming, and [https://en.wikipedia.org/wiki/Mobile_game mobile gaming] <ref>[http://java.csie.nctu.edu.tw/~icwu/research.html Research of I-Chen Wu]</ref>. Since Fall 2013, I-Chen Wu is section editor of the [[ICGA Journal]], since 2017, along with [[Mark Winands]] and [[Tristan Cazenave]], [[ICGA Journal#board|Editor-in-Chief]].
=Programs=
I-Chen Wu is inventor of [[Connect6]] <ref>[https://en.wikipedia.org/wiki/Connect6 Connect6 from Wikipedia]</ref>, as presented at [[Advances in Computer Games 11]] in 2005 <ref>[[I-Chen Wu]], [[Dei-Yen Huang]] ('''2005'''). ''[http://link.springer.com/chapter/10.1007/11922155_14 A New Family of k -in-a-Row Games]''. [[Advances in Computer Games 11]], [http://www.connect6.org/k-in-a-row.pdf pdf]</ref> , and co-author of the gold medal winning programs [https://www.game-ai-forum.org/icga-tournaments/program.php?id=231 NCTU6] and [https://www.game-ai-forum.org/icga-tournaments/program.php?id=585 NCTU6-Lite], as well as co-author of the [[Chinese Chess]] program [[Chimo]]. More recently, he co-authored and supervised the [https://en.wikipedia.org/wiki/2048_%28video_game%29 2048] bot [[Kun-Hao Yeh#CGI-2048|CGI-2048]] <ref>[http://2048.aigames.nctu.edu.tw/ CGI-2048]</ref>, and the [[Go]] playing program [https://www.game-ai-forum.org/icga-tournaments/program.php?id=800 CGI] <ref>[http://aigames.nctu.edu.tw/~icwu/aigames/CGI.html Introduction to Go Programs Developed at CGI Lab]</ref> .
=See also=
* [[Advances in Computer Games 13#Video|Advances in Computer Games 13 | Video]]
=Selected Publications=
<ref>[http://java.csie.nctu.edu.tw/~icwu/publications.html Publications of I-Chen Wu]</ref> <ref>[http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/w/Wu:I=Chen.html DBLP: I-Chen Wu]</ref>
==1990 ...==
* [[I-Chen Wu]] ('''1993'''). ''Multilist Scheduling: A New Parallel Programming Model''. Ph.D. thesis, [[Carnegie Mellon University]], advisor [[Mathematician#Kung|Hsiang-Tsung Kung]], [http://www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA270549 pdf]
==2005 ...==
* [[I-Chen Wu]], [[Dei-Yen Huang]] ('''2005'''). ''[http://link.springer.com/chapter/10.1007/11922155_14 A New Family of k -in-a-Row Games]''. [[Advances in Computer Games 11]], [http://www.connect6.org/k-in-a-row.pdf pdf]
* [[I-Chen Wu]], [[Dei-Yen Huang]], [[Hsiu-Chen Chang]] ('''2005'''). ''Connect6''. [[ICGA Journal#28_4|ICGA Journal, Vol. 28, No. 4]], [http://www.connect6.org/connect6.pdf pdf]
* [[I-Chen Wu]], [[Shi-Jim Yen]] ('''2006'''). ''NCTU6 wins Connect6 tournament''. [[ICGA Journal#29_3|ICGA Journal, Vol. 29, No. 3]] » [[11th Computer Olympiad#Connect6|11th Computer Olympiad]]
* [[I-Chen Wu]], [[Shi-Jim Yen]] ('''2007'''). ''X6 wins Connect6 tournament''. [[ICGA Journal#30_2|ICGA Journal, Vol. 30, No. 2]] » [[12th Computer Olympiad#Connect6|12th Computer Olympiad]]
* [[I-Chen Wu]], [[Ping-Hung Lin]] ('''2008'''). ''NCTU6-Lite wins Connect6 tournament''. [[ICGA Journal#31_4|ICGA Journal, Vol. 31, No. 4]] » [[13th Computer Olympiad#Connect6|13th Computer Olympiad]]
* [[Sheng-Hao Chiang]], [[I-Chen Wu]], [[Ping-Hung Lin]] ('''2009'''). ''On Drawn K-In-A-Row Games''. [[Advances in Computer Games 12]]
* [[Ping-Hung Lin]], [[I-Chen Wu]], [[Shun-Chin Hsu]] ('''2009'''). ''Bit wins Connect6 tournament''. [[ICGA Journal#32_2|ICGA Journal, Vol. 32, No. 2]] » [[14th Computer Olympiad#Connect6|14th Computer Olympiad]]
==2010 ...==
* [[I-Chen Wu]], [[Ping-Hung Lin]], [[Shi-Jim Yen]] ('''2010'''). ''MoreThenFive wins the Connect-6 Tournament''. [[ICGA Journal#33_3|ICGA Journal, Vol. 33, No. 3]] » [[15th Computer Olympiad#Connect6|15th Computer Olympiad]]
* [[I-Chen Wu]], [[Hung-Hsuan Lin]], [[Ping-Hung Lin]], [[Der-Johng Sun]], [[Yi-Chih Chan]], [[Bo-Ting Chen]] ('''2010'''). ''[http://link.springer.com/chapter/10.1007/978-3-642-17928-0_2 Job-Level Proof-Number Search for Connect6]''. [[CG 2010]]
* [[I-Chen Wu]], [[Ping-Hung Lin]] ('''2010'''). ''Relevance-Zone-Oriented Proof Search for Connect6''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]] (SCI), Vol. 2, No. 3
* [[Shi-Jim Yen]], [[Shih-Yuan Chiu]], [[I-Chen Wu]] ('''2010'''). ''Modark wins Chinese Dark Chess Tournament''. [[ICGA Journal#33_4|ICGA Journal, Vol. 33, No. 4]] » [[15th Computer Olympiad#ChineseDarkChess|15th Computer Olympiad]]
* [[I-Chen Wu]], [[Der-Johng Sun]], [[Shi-Jim Yen]] ('''2010'''). ''HappyNuri wins Nurikabe Tournament''. [[ICGA Journal#33_4|ICGA Journal, Vol. 33, No. 4]] » [[15th Computer Olympiad#Nurikabe|15th Computer Olympiad]] <ref>[https://en.wikipedia.org/wiki/Nurikabe Nurikabe from Wikipedia]</ref>
'''2011'''
* [[Hung-Hsuan Lin]], [[Der-Johng Sun]], [[I-Chen Wu]], [[Shi-Jim Yen]] ('''2011'''). ''The 2010 TAAI Computer Game Tournaments''. [[ICGA Journal#34_1|ICGA Journal, Vol. 34, No. 1]] <ref>[http://aigames.nctu.edu.tw/TAAI2011/eng/ TAAI Computer Game Tournaments]</ref>
* [[Shi-Jim Yen]], [[Tsan-Cheng Su]], [[I-Chen Wu]] ('''2011'''). ''Shiga wins Chinese Chess Tournament''. [[ICGA Journal#34_2|ICGA Journal, Vol. 34, No. 2]] » [[15th Computer Olympiad#ChineseChess|15th Computer Olympiad]]
* [[Sheng-Hao Chiang]], [[I-Chen Wu]], [[Ping-Hung Lin]] ('''2011'''). ''[http://dl.acm.org/citation.cfm?id=2010786 Drawn K-In-A-Row Games]''. [http://www.informatik.uni-trier.de/~ley/db/journals/tcs/tcs412.html#ChiangWL11 Theoretical Computer Science, Volume 412]
* [[I-Chen Wu]], [[Hsin-Ti Tsai]], [[Hung-Hsuan Lin]], [[Yi-Shan Lin]], [[Chieh-Min Chang]], [[Ping-Hung Lin]] ('''2011'''). ''[https://www.conftool.net/acg13/index.php?page=browseSessions&form_session=5 Temporal Difference Learning for Connect6]''. [[Advances in Computer Games 13]]
* [[Hung-Hsuan Lin]], [[I-Chen Wu]] ('''2011'''). ''An Efficient Approach to Solving the Minimum Sudoku Problem''. [[ICGA Journal#34_4|ICGA Journal, Vol. 34, No. 4]] <ref>[https://en.wikipedia.org/wiki/Mathematics_of_Sudoku Mathematics of Sudoku from Wikipedia]</ref>
'''2012'''
* [[Yi-Chang Shan]], [[I-Chen Wu]], [[Hung-Hsuan Lin]], [[Kuo-Yuan Kao]] ('''2012'''). ''Solving Nine Layer Triangular Nim''. [http://www.informatik.uni-trier.de/~ley/db/journals/jise/jise28.html#ShanWLK12 Journal of Information Science and Engineering, Vol. 28], [http://www.iis.sinica.edu.tw/page/jise/2012/201201_07.pdf pdf]
* [[Der-Johng Sun]], [[Kuang-che Wu]], [[I-Chen Wu]], [[Shi-Jim Yen]], [[Kuo-Yuan Kao]] ('''2012'''). ''Nonogram Tournaments in TAAI 2011''. [[ICGA Journal#35_2|ICGA Journal, Vol. 35, No. 2]] » [[Nonogram]], [[TAAI 2011]]
* [[Kuo-Yuan Kao]], [[I-Chen Wu]], [[Yi-Chang Shan]] ('''2012'''). ''XT Domineering: A New Combinatorial Game''. [http://www.journals.elsevier.com/knowledge-based-systems/ Knowledge-Based Systems] (SCI), Vol. 34, pp. 55-63, October 2012
* [[Tung-Ying Liu]], [[I-Chen Wu]], [[Der-Johng Sun]] ('''2012'''). ''Solving the Slitherlink Problem''. [http://idb.csie.ncku.edu.tw/taai2012conference/ TAAI 2012], [https://en.wikipedia.org/wiki/Tainan Tainan], [https://en.wikipedia.org/wiki/Taiwan Taiwan], November 2012 <ref>[https://en.wikipedia.org/wiki/Slitherlink Slitherlink from Wikipedia]</ref>
* [[Hao-Yun Liu]], [[I-Chen Wu]], [[Ting-Fu Liao]], [[Hao-Hua Kang]], [[Lung-Pin Chen]] ('''2012'''). ''Software Framework for Generic Game Development in CGDG''. [http://ics2012.ndhu.edu.tw/ ICS 2012], [https://en.wikipedia.org/wiki/Hualien_City Hualien], [https://en.wikipedia.org/wiki/Taiwan Taiwan], December 2012
* [[Shi-Jim Yen]], [[Cheng-Wei Chou]], [[Jr-Chang Chen]], [[I-Chen Wu]], [[Kuo-Yuan Kao]] ('''2012'''). ''The Art of the Chinese Dark Chess Program DIABLE''. [http://ics2012.ndhu.edu.tw/ ICS 2012], [https://en.wikipedia.org/wiki/Hualien_City Hualien], [https://en.wikipedia.org/wiki/Taiwan Taiwan], December 2012
* [[Kuo-Yuan Kao]], [[I-Chen Wu]], [[Yi-Chang Shan]], [[Shi-Jim Yen]] ('''2012'''). ''Selection Search for Mean and Temperature of Multi-branch Combinatorial Games''. [[ICGA Journal#35_3|ICGA Journal, Vol. 35, No. 3]]
'''2013'''
* [[Wen-Jie Tseng]], [[Jr-Chang Chen]], [[I-Chen Wu]], [[Ching-Hua Kuo]], [[Bo-Han Lin]] ('''2013'''). ''[https://kaigi.org/jsai/webprogram/2013/paper-138.html A Supervised Learning Method for Chinese Chess Programs]''. [http://2013.conf.ai-gakkai.or.jp/english-info JSAI2013], [https://kaigi.org/jsai/webprogram/2013/pdf/138.pdf pdf]
* [[I-Chen Wu]], [[Hao-Hua Kang]], [[Hung-Hsuan Lin]], [[Ping-Hung Lin]], [[Ting-Han Wei]], [[Chieh-Min Chang]], [[Ting-Fu Liao]] ('''2013'''). ''Dependency-Based Search for Connect6''. [[CG 2013]]
* [[Hung-Hsuan Lin]], [[I-Chen Wu]], [[Ting-Han Wei]] ('''2013'''). ''On Specific 17-clue Sudoku Puzzles''. [[ICGA Journal#36_3|ICGA Journal, Vol. 36, No. 3]]
* [[Ting-Han Wei]], [[Wen-Jie Tseng]], [[I-Chen Wu]], [[Shi-Jim Yen]] ('''2013'''). ''MOBILE 6 Wins Connect6 Tournament''. [[ICGA Journal#36_3|ICGA Journal, Vol. 36, No. 3]] » [[17th Computer Olympiad#Connect6|17th Computer Olympiad]]
* [[Wen-Jie Tseng]], [[Li-Kai Chuang]], [[I-Chen Wu]], [[Shun-Shii Lin]], [[Shi-Jim Yen]] ('''2013'''). ''LONGCAT Wins Mahjong Tournament''. [[ICGA Journal#36_3|ICGA Journal, Vol. 36, No. 3]] » [[17th Computer Olympiad#Mahjong|17th Computer Olympiad]]
* [[Wen-Jie Tseng]], [[Jr-Chang Chen]], [[Lung-Ping Chen]], [[Shi-Jim Yen]], [[I-Chen Wu]] ('''2013'''). ''TCGA 2013 Computer Game Tournaments''. [[ICGA Journal#36_3|ICGA Journal, Vol. 36, No. 3]]
* [[I-Chen Wu]], [[Hung-Hsuan Lin]], [[Der-Johng Sun]], [[Kuo-Yuan Kao]], [[Ping-Hung Lin]], [[Yi-Chih Chan]], [[Bo-Ting Chen]] ('''2013'''). ''Job-Level Proof Number Search''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 5, No. 1
'''2014'''
* [[Tsan-Cheng Su]], [[Shi-Jim Yen]], [[Jr-Chang Chen]], [[I-Chen Wu]] ('''2014'''). ''TAAI 2012 Computer Game Tournaments''. [[ICGA Journal#37_1|ICGA Journal, Vol 37, No. 1]]
* [[Yi-Chang Shan]], [[Ching-Hsuan Wei]], [[Cheng-Hung Lin]], [[I-Chen Wu]], [[Li-Kai Chuang]], [[Shi-Jie Tang]] ('''2014'''). ''A Framework for Computer Mahjong Competitions''. [[ICGA Journal#37_1|ICGA Journal, Vol 37, No. 1]]
* [[I-Chen Wu]], [[Kun-Hao Yeh]], [[Chao-Chin Liang]], [[Chia-Chuan Chang]], [[Han Chiang]] ('''2014'''). ''Multi-Stage Temporal Difference Learning for 2048''. [[TAAI 2014]], best paper award <ref>[http://taai2014.ntust.edu.tw/best-paper-award/ Best Paper Awards | TAAI 2014]</ref>
* [[Kun-Hao Yeh]], [[Chao-Chin Liang]], [[Kuang-che Wu]], [[I-Chen Wu]] ('''2014'''). ''2048-Bot Tournament in Taiwan''. [[ICGA Journal#37_3|ICGA Journal, Vol. 37, No. 3]] <ref>[https://en.wikipedia.org/wiki/2048_%28video_game%29 2048 (video game) from Wikipedia]</ref>
* [[Ting-Fu Liao]], [[I-Chen Wu]], [[Guan-Wun Chen]], [[Chung-Chin Shih]], [[Po-Ya Kang]], [[Bing-Tsung Chiang]], [[Ting-Chu Ho]], [[Ti-Rong Wu]] ('''2014'''). ''A Study of Software Framework for Parallel Monte Carlo Tree Search''. [[Conferences#GPW19|GPW-2014]]
* [[Ting-Han Wei]], [[I-Chen Wu]], [[Chao-Chin Liang]], [[Bing-Tsung Chiang]], [[Wen-Jie Tseng]], [[Shi-Jim Yen]], [[Chang-Shing Lee]] ('''2014'''). ''Job-Level Algorithms for Connect6 Opening Position Analysis''. [[ECAI CGW 2014]]
* [[Shun-Shii Lin]], [[Chih-Hung Chen]], [[Shun-Chin Hsu]], [[I-Chen Wu]], [[Shi-Jim Yen]], [[Jr-Chang Chen]] ('''2014'''). ''TCGA 2014 Computer Game Tournament''. [[ICGA Journal#37_4|ICGA Journal, Vol. 37, No. 4]] » [[TCGA 2014]]
==2015 ...==
* [[Xi Liang]], [[Ting-Han Wei]], [[I-Chen Wu]] ('''2015'''). ''Job-level UCT search for solving Hex''. [http://dblp.uni-trier.de/db/conf/cig/cig2015.html#LiangWW15 CIG 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]
* [[Ting-Han Wei]], [[I-Chen Wu]] ('''2015'''). ''A Special Issue on Job-level Computing''. [[ICGA Journal#38_3|ICGA Journal, Vol. 38, No. 3]]
* [[Ting-Han Wei]], [[Chao-Chin Liang]], [[I-Chen Wu]], [[Lung-Pin Chen]] ('''2015'''). ''Software Development Framework for Job-Level Algorithms''. [[ICGA Journal#38_3|ICGA Journal, Vol. 38, No. 3]]
* [[Xi Liang]], [[Ting-Han Wei]], [[I-Chen Wu]] ('''2015'''). ''Solving Hex Openings Using Job-Level UCT Search''. [[ICGA Journal#38_3|ICGA Journal, Vol. 38, No. 3]]
* [[Ting-Han Wei]], [[I-Chen Wu]], [[Chao-Chin Liang]], [[Bing-Tsung Chiang]], [[Wen-Jie Tseng]], [[Shi-Jim Yen]], [[Chang-Shing Lee]] ('''2015'''). ''Job-Level Algorithms for Connect6 Opening Book Construction''. [[ICGA Journal#38_3|ICGA Journal, Vol. 38, No. 3]]
* [[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]]
* [[Jr-Chang Chen]], [[I-Chen Wu]], [[Wen-Jie Tseng]], [[Bo-Han Lin]], [[Chia-Hui Chang]] ('''2015'''). ''[https://ir.nctu.edu.tw/handle/11536/124541 Job-Level Alpha-Beta Search]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 7, No. 1
* [[Shi-Jim Yen]], [[Cheng-Wei Chou]], [[Jr-Chang Chen]], [[I-Chen Wu]], [[Kuo-Yuan Kao]] ('''2015'''). ''[http://ieeexplore.ieee.org/document/6826513/ Design and Implementation of Chinese Dark Chess Programs]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 7, No. 1
'''2016'''
* [[Hung Guei]], [[Tinghan Wei]], [[Jin-Bo Huang]], [[I-Chen Wu]] ('''2016'''). ''An Empirical Study on Applying Deep Reinforcement Learning to the Game 2048''. [[CG 2016]]
* [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Shi-Jim Yen]], [[Ting-Han Wei]], [[I-Chen Wu]], [[Ping-Chiang Chou]], [[Chun-Hsun Chou]], [[Ming-Wan Wang]], [[Tai-Hsiung Yang]] ('''2016'''). ''Human vs. Computer Go: Review and Prospect''. [https://arxiv.org/abs/1606.02032 arXiv:1606.02032]
'''2017'''
* [[Ti-Rong Wu]], [[I-Chen Wu]], [[Guan-Wun Chen]], [[Ting-Han Wei]], [[Tung-Yi Lai]], [[Hung-Chun Wu]], [[Li-Cheng Lan]] ('''2017'''). ''Multi-Labelled Value Networks for Computer Go''. [https://arxiv.org/abs/1705.10701 arXiv:1705.10701]
* [[Wen-Jie Tseng]], [[Jr-Chang Chen]], [[I-Chen Wu]] ('''2017'''). ''DarkKnight Wins Chinese Dark Chess Tournament''. [[ICGA Journal#39_2|ICGA Journal, Vol. 39, No. 2]] » [[19th Computer Olympiad#ChineseDarkChess|19th Computer Olympiad 2016]]
=External Links=
* [http://java.csie.nctu.edu.tw/%7Eicwu/ I-Chen Wu, Ph.D.]
: [http://java.csie.nctu.edu.tw/ Internet Application Technology Laboratory]
* [https://en.wikipedia.org/wiki/I-Chen_Wu I-Chen Wu from Wikipedia]
* [https://www.game-ai-forum.org/icga-tournaments/person.php?id=218 I-Chen Wu's ICGA Tournaments]
* [http://genealogy.math.ndsu.nodak.edu/id.php?id=50304 The Mathematics Genealogy Project - I-Chen Wu]
* [https://plus.google.com/109127125721500350580/posts I-Chen Wu - Google+]
=References=
<references />
'''[[People|Up one Level]]'''
[[FILE:I-Chen_Wu.jpg|border|right|thumb|link=https://plus.google.com/109127125721500350580/posts|I-Chen Wu <ref>[https://plus.google.com/109127125721500350580/posts I-Chen Wu - Google+]</ref> ]]
'''I-Chen Wu''',<br/>
a Taiwanese computer scientist and professor at Department of Computer Science and [https://en.wikipedia.org/wiki/Information_engineering Information Engineering], [[National Chiao Tung University]], [https://en.wikipedia.org/wiki/Hsinchu Hsinchu], and head of its Computer Games and Intelligence (CGI) laboratory. He holds a B.S. in Electronic Engineering (1982) and a M.Sc. in CS (1984) from [[National Taiwan University]], and a Ph.D. in CS from [[Carnegie Mellon University]] (1993) <ref>[[I-Chen Wu]] ('''1993'''). ''Multilist Scheduling: A New Parallel Programming Model''. Ph.D. thesis, [[Carnegie Mellon University]]</ref> . His research interests include computer games, [https://en.wikipedia.org/wiki/Cloud_computing cloud computing], [https://en.wikipedia.org/wiki/Peer-to-peer Peer-to-peer] for gaming, and [https://en.wikipedia.org/wiki/Mobile_game mobile gaming] <ref>[http://java.csie.nctu.edu.tw/~icwu/research.html Research of I-Chen Wu]</ref>. Since Fall 2013, I-Chen Wu is section editor of the [[ICGA Journal]], since 2017, along with [[Mark Winands]] and [[Tristan Cazenave]], [[ICGA Journal#board|Editor-in-Chief]].
=Programs=
I-Chen Wu is inventor of [[Connect6]] <ref>[https://en.wikipedia.org/wiki/Connect6 Connect6 from Wikipedia]</ref>, as presented at [[Advances in Computer Games 11]] in 2005 <ref>[[I-Chen Wu]], [[Dei-Yen Huang]] ('''2005'''). ''[http://link.springer.com/chapter/10.1007/11922155_14 A New Family of k -in-a-Row Games]''. [[Advances in Computer Games 11]], [http://www.connect6.org/k-in-a-row.pdf pdf]</ref> , and co-author of the gold medal winning programs [https://www.game-ai-forum.org/icga-tournaments/program.php?id=231 NCTU6] and [https://www.game-ai-forum.org/icga-tournaments/program.php?id=585 NCTU6-Lite], as well as co-author of the [[Chinese Chess]] program [[Chimo]]. More recently, he co-authored and supervised the [https://en.wikipedia.org/wiki/2048_%28video_game%29 2048] bot [[Kun-Hao Yeh#CGI-2048|CGI-2048]] <ref>[http://2048.aigames.nctu.edu.tw/ CGI-2048]</ref>, and the [[Go]] playing program [https://www.game-ai-forum.org/icga-tournaments/program.php?id=800 CGI] <ref>[http://aigames.nctu.edu.tw/~icwu/aigames/CGI.html Introduction to Go Programs Developed at CGI Lab]</ref> .
=See also=
* [[Advances in Computer Games 13#Video|Advances in Computer Games 13 | Video]]
=Selected Publications=
<ref>[http://java.csie.nctu.edu.tw/~icwu/publications.html Publications of I-Chen Wu]</ref> <ref>[http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/w/Wu:I=Chen.html DBLP: I-Chen Wu]</ref>
==1990 ...==
* [[I-Chen Wu]] ('''1993'''). ''Multilist Scheduling: A New Parallel Programming Model''. Ph.D. thesis, [[Carnegie Mellon University]], advisor [[Mathematician#Kung|Hsiang-Tsung Kung]], [http://www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA270549 pdf]
==2005 ...==
* [[I-Chen Wu]], [[Dei-Yen Huang]] ('''2005'''). ''[http://link.springer.com/chapter/10.1007/11922155_14 A New Family of k -in-a-Row Games]''. [[Advances in Computer Games 11]], [http://www.connect6.org/k-in-a-row.pdf pdf]
* [[I-Chen Wu]], [[Dei-Yen Huang]], [[Hsiu-Chen Chang]] ('''2005'''). ''Connect6''. [[ICGA Journal#28_4|ICGA Journal, Vol. 28, No. 4]], [http://www.connect6.org/connect6.pdf pdf]
* [[I-Chen Wu]], [[Shi-Jim Yen]] ('''2006'''). ''NCTU6 wins Connect6 tournament''. [[ICGA Journal#29_3|ICGA Journal, Vol. 29, No. 3]] » [[11th Computer Olympiad#Connect6|11th Computer Olympiad]]
* [[I-Chen Wu]], [[Shi-Jim Yen]] ('''2007'''). ''X6 wins Connect6 tournament''. [[ICGA Journal#30_2|ICGA Journal, Vol. 30, No. 2]] » [[12th Computer Olympiad#Connect6|12th Computer Olympiad]]
* [[I-Chen Wu]], [[Ping-Hung Lin]] ('''2008'''). ''NCTU6-Lite wins Connect6 tournament''. [[ICGA Journal#31_4|ICGA Journal, Vol. 31, No. 4]] » [[13th Computer Olympiad#Connect6|13th Computer Olympiad]]
* [[Sheng-Hao Chiang]], [[I-Chen Wu]], [[Ping-Hung Lin]] ('''2009'''). ''On Drawn K-In-A-Row Games''. [[Advances in Computer Games 12]]
* [[Ping-Hung Lin]], [[I-Chen Wu]], [[Shun-Chin Hsu]] ('''2009'''). ''Bit wins Connect6 tournament''. [[ICGA Journal#32_2|ICGA Journal, Vol. 32, No. 2]] » [[14th Computer Olympiad#Connect6|14th Computer Olympiad]]
==2010 ...==
* [[I-Chen Wu]], [[Ping-Hung Lin]], [[Shi-Jim Yen]] ('''2010'''). ''MoreThenFive wins the Connect-6 Tournament''. [[ICGA Journal#33_3|ICGA Journal, Vol. 33, No. 3]] » [[15th Computer Olympiad#Connect6|15th Computer Olympiad]]
* [[I-Chen Wu]], [[Hung-Hsuan Lin]], [[Ping-Hung Lin]], [[Der-Johng Sun]], [[Yi-Chih Chan]], [[Bo-Ting Chen]] ('''2010'''). ''[http://link.springer.com/chapter/10.1007/978-3-642-17928-0_2 Job-Level Proof-Number Search for Connect6]''. [[CG 2010]]
* [[I-Chen Wu]], [[Ping-Hung Lin]] ('''2010'''). ''Relevance-Zone-Oriented Proof Search for Connect6''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]] (SCI), Vol. 2, No. 3
* [[Shi-Jim Yen]], [[Shih-Yuan Chiu]], [[I-Chen Wu]] ('''2010'''). ''Modark wins Chinese Dark Chess Tournament''. [[ICGA Journal#33_4|ICGA Journal, Vol. 33, No. 4]] » [[15th Computer Olympiad#ChineseDarkChess|15th Computer Olympiad]]
* [[I-Chen Wu]], [[Der-Johng Sun]], [[Shi-Jim Yen]] ('''2010'''). ''HappyNuri wins Nurikabe Tournament''. [[ICGA Journal#33_4|ICGA Journal, Vol. 33, No. 4]] » [[15th Computer Olympiad#Nurikabe|15th Computer Olympiad]] <ref>[https://en.wikipedia.org/wiki/Nurikabe Nurikabe from Wikipedia]</ref>
'''2011'''
* [[Hung-Hsuan Lin]], [[Der-Johng Sun]], [[I-Chen Wu]], [[Shi-Jim Yen]] ('''2011'''). ''The 2010 TAAI Computer Game Tournaments''. [[ICGA Journal#34_1|ICGA Journal, Vol. 34, No. 1]] <ref>[http://aigames.nctu.edu.tw/TAAI2011/eng/ TAAI Computer Game Tournaments]</ref>
* [[Shi-Jim Yen]], [[Tsan-Cheng Su]], [[I-Chen Wu]] ('''2011'''). ''Shiga wins Chinese Chess Tournament''. [[ICGA Journal#34_2|ICGA Journal, Vol. 34, No. 2]] » [[15th Computer Olympiad#ChineseChess|15th Computer Olympiad]]
* [[Sheng-Hao Chiang]], [[I-Chen Wu]], [[Ping-Hung Lin]] ('''2011'''). ''[http://dl.acm.org/citation.cfm?id=2010786 Drawn K-In-A-Row Games]''. [http://www.informatik.uni-trier.de/~ley/db/journals/tcs/tcs412.html#ChiangWL11 Theoretical Computer Science, Volume 412]
* [[I-Chen Wu]], [[Hsin-Ti Tsai]], [[Hung-Hsuan Lin]], [[Yi-Shan Lin]], [[Chieh-Min Chang]], [[Ping-Hung Lin]] ('''2011'''). ''[https://www.conftool.net/acg13/index.php?page=browseSessions&form_session=5 Temporal Difference Learning for Connect6]''. [[Advances in Computer Games 13]]
* [[Hung-Hsuan Lin]], [[I-Chen Wu]] ('''2011'''). ''An Efficient Approach to Solving the Minimum Sudoku Problem''. [[ICGA Journal#34_4|ICGA Journal, Vol. 34, No. 4]] <ref>[https://en.wikipedia.org/wiki/Mathematics_of_Sudoku Mathematics of Sudoku from Wikipedia]</ref>
'''2012'''
* [[Yi-Chang Shan]], [[I-Chen Wu]], [[Hung-Hsuan Lin]], [[Kuo-Yuan Kao]] ('''2012'''). ''Solving Nine Layer Triangular Nim''. [http://www.informatik.uni-trier.de/~ley/db/journals/jise/jise28.html#ShanWLK12 Journal of Information Science and Engineering, Vol. 28], [http://www.iis.sinica.edu.tw/page/jise/2012/201201_07.pdf pdf]
* [[Der-Johng Sun]], [[Kuang-che Wu]], [[I-Chen Wu]], [[Shi-Jim Yen]], [[Kuo-Yuan Kao]] ('''2012'''). ''Nonogram Tournaments in TAAI 2011''. [[ICGA Journal#35_2|ICGA Journal, Vol. 35, No. 2]] » [[Nonogram]], [[TAAI 2011]]
* [[Kuo-Yuan Kao]], [[I-Chen Wu]], [[Yi-Chang Shan]] ('''2012'''). ''XT Domineering: A New Combinatorial Game''. [http://www.journals.elsevier.com/knowledge-based-systems/ Knowledge-Based Systems] (SCI), Vol. 34, pp. 55-63, October 2012
* [[Tung-Ying Liu]], [[I-Chen Wu]], [[Der-Johng Sun]] ('''2012'''). ''Solving the Slitherlink Problem''. [http://idb.csie.ncku.edu.tw/taai2012conference/ TAAI 2012], [https://en.wikipedia.org/wiki/Tainan Tainan], [https://en.wikipedia.org/wiki/Taiwan Taiwan], November 2012 <ref>[https://en.wikipedia.org/wiki/Slitherlink Slitherlink from Wikipedia]</ref>
* [[Hao-Yun Liu]], [[I-Chen Wu]], [[Ting-Fu Liao]], [[Hao-Hua Kang]], [[Lung-Pin Chen]] ('''2012'''). ''Software Framework for Generic Game Development in CGDG''. [http://ics2012.ndhu.edu.tw/ ICS 2012], [https://en.wikipedia.org/wiki/Hualien_City Hualien], [https://en.wikipedia.org/wiki/Taiwan Taiwan], December 2012
* [[Shi-Jim Yen]], [[Cheng-Wei Chou]], [[Jr-Chang Chen]], [[I-Chen Wu]], [[Kuo-Yuan Kao]] ('''2012'''). ''The Art of the Chinese Dark Chess Program DIABLE''. [http://ics2012.ndhu.edu.tw/ ICS 2012], [https://en.wikipedia.org/wiki/Hualien_City Hualien], [https://en.wikipedia.org/wiki/Taiwan Taiwan], December 2012
* [[Kuo-Yuan Kao]], [[I-Chen Wu]], [[Yi-Chang Shan]], [[Shi-Jim Yen]] ('''2012'''). ''Selection Search for Mean and Temperature of Multi-branch Combinatorial Games''. [[ICGA Journal#35_3|ICGA Journal, Vol. 35, No. 3]]
'''2013'''
* [[Wen-Jie Tseng]], [[Jr-Chang Chen]], [[I-Chen Wu]], [[Ching-Hua Kuo]], [[Bo-Han Lin]] ('''2013'''). ''[https://kaigi.org/jsai/webprogram/2013/paper-138.html A Supervised Learning Method for Chinese Chess Programs]''. [http://2013.conf.ai-gakkai.or.jp/english-info JSAI2013], [https://kaigi.org/jsai/webprogram/2013/pdf/138.pdf pdf]
* [[I-Chen Wu]], [[Hao-Hua Kang]], [[Hung-Hsuan Lin]], [[Ping-Hung Lin]], [[Ting-Han Wei]], [[Chieh-Min Chang]], [[Ting-Fu Liao]] ('''2013'''). ''Dependency-Based Search for Connect6''. [[CG 2013]]
* [[Hung-Hsuan Lin]], [[I-Chen Wu]], [[Ting-Han Wei]] ('''2013'''). ''On Specific 17-clue Sudoku Puzzles''. [[ICGA Journal#36_3|ICGA Journal, Vol. 36, No. 3]]
* [[Ting-Han Wei]], [[Wen-Jie Tseng]], [[I-Chen Wu]], [[Shi-Jim Yen]] ('''2013'''). ''MOBILE 6 Wins Connect6 Tournament''. [[ICGA Journal#36_3|ICGA Journal, Vol. 36, No. 3]] » [[17th Computer Olympiad#Connect6|17th Computer Olympiad]]
* [[Wen-Jie Tseng]], [[Li-Kai Chuang]], [[I-Chen Wu]], [[Shun-Shii Lin]], [[Shi-Jim Yen]] ('''2013'''). ''LONGCAT Wins Mahjong Tournament''. [[ICGA Journal#36_3|ICGA Journal, Vol. 36, No. 3]] » [[17th Computer Olympiad#Mahjong|17th Computer Olympiad]]
* [[Wen-Jie Tseng]], [[Jr-Chang Chen]], [[Lung-Ping Chen]], [[Shi-Jim Yen]], [[I-Chen Wu]] ('''2013'''). ''TCGA 2013 Computer Game Tournaments''. [[ICGA Journal#36_3|ICGA Journal, Vol. 36, No. 3]]
* [[I-Chen Wu]], [[Hung-Hsuan Lin]], [[Der-Johng Sun]], [[Kuo-Yuan Kao]], [[Ping-Hung Lin]], [[Yi-Chih Chan]], [[Bo-Ting Chen]] ('''2013'''). ''Job-Level Proof Number Search''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 5, No. 1
'''2014'''
* [[Tsan-Cheng Su]], [[Shi-Jim Yen]], [[Jr-Chang Chen]], [[I-Chen Wu]] ('''2014'''). ''TAAI 2012 Computer Game Tournaments''. [[ICGA Journal#37_1|ICGA Journal, Vol 37, No. 1]]
* [[Yi-Chang Shan]], [[Ching-Hsuan Wei]], [[Cheng-Hung Lin]], [[I-Chen Wu]], [[Li-Kai Chuang]], [[Shi-Jie Tang]] ('''2014'''). ''A Framework for Computer Mahjong Competitions''. [[ICGA Journal#37_1|ICGA Journal, Vol 37, No. 1]]
* [[I-Chen Wu]], [[Kun-Hao Yeh]], [[Chao-Chin Liang]], [[Chia-Chuan Chang]], [[Han Chiang]] ('''2014'''). ''Multi-Stage Temporal Difference Learning for 2048''. [[TAAI 2014]], best paper award <ref>[http://taai2014.ntust.edu.tw/best-paper-award/ Best Paper Awards | TAAI 2014]</ref>
* [[Kun-Hao Yeh]], [[Chao-Chin Liang]], [[Kuang-che Wu]], [[I-Chen Wu]] ('''2014'''). ''2048-Bot Tournament in Taiwan''. [[ICGA Journal#37_3|ICGA Journal, Vol. 37, No. 3]] <ref>[https://en.wikipedia.org/wiki/2048_%28video_game%29 2048 (video game) from Wikipedia]</ref>
* [[Ting-Fu Liao]], [[I-Chen Wu]], [[Guan-Wun Chen]], [[Chung-Chin Shih]], [[Po-Ya Kang]], [[Bing-Tsung Chiang]], [[Ting-Chu Ho]], [[Ti-Rong Wu]] ('''2014'''). ''A Study of Software Framework for Parallel Monte Carlo Tree Search''. [[Conferences#GPW19|GPW-2014]]
* [[Ting-Han Wei]], [[I-Chen Wu]], [[Chao-Chin Liang]], [[Bing-Tsung Chiang]], [[Wen-Jie Tseng]], [[Shi-Jim Yen]], [[Chang-Shing Lee]] ('''2014'''). ''Job-Level Algorithms for Connect6 Opening Position Analysis''. [[ECAI CGW 2014]]
* [[Shun-Shii Lin]], [[Chih-Hung Chen]], [[Shun-Chin Hsu]], [[I-Chen Wu]], [[Shi-Jim Yen]], [[Jr-Chang Chen]] ('''2014'''). ''TCGA 2014 Computer Game Tournament''. [[ICGA Journal#37_4|ICGA Journal, Vol. 37, No. 4]] » [[TCGA 2014]]
==2015 ...==
* [[Xi Liang]], [[Ting-Han Wei]], [[I-Chen Wu]] ('''2015'''). ''Job-level UCT search for solving Hex''. [http://dblp.uni-trier.de/db/conf/cig/cig2015.html#LiangWW15 CIG 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]
* [[Ting-Han Wei]], [[I-Chen Wu]] ('''2015'''). ''A Special Issue on Job-level Computing''. [[ICGA Journal#38_3|ICGA Journal, Vol. 38, No. 3]]
* [[Ting-Han Wei]], [[Chao-Chin Liang]], [[I-Chen Wu]], [[Lung-Pin Chen]] ('''2015'''). ''Software Development Framework for Job-Level Algorithms''. [[ICGA Journal#38_3|ICGA Journal, Vol. 38, No. 3]]
* [[Xi Liang]], [[Ting-Han Wei]], [[I-Chen Wu]] ('''2015'''). ''Solving Hex Openings Using Job-Level UCT Search''. [[ICGA Journal#38_3|ICGA Journal, Vol. 38, No. 3]]
* [[Ting-Han Wei]], [[I-Chen Wu]], [[Chao-Chin Liang]], [[Bing-Tsung Chiang]], [[Wen-Jie Tseng]], [[Shi-Jim Yen]], [[Chang-Shing Lee]] ('''2015'''). ''Job-Level Algorithms for Connect6 Opening Book Construction''. [[ICGA Journal#38_3|ICGA Journal, Vol. 38, No. 3]]
* [[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]]
* [[Jr-Chang Chen]], [[I-Chen Wu]], [[Wen-Jie Tseng]], [[Bo-Han Lin]], [[Chia-Hui Chang]] ('''2015'''). ''[https://ir.nctu.edu.tw/handle/11536/124541 Job-Level Alpha-Beta Search]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 7, No. 1
* [[Shi-Jim Yen]], [[Cheng-Wei Chou]], [[Jr-Chang Chen]], [[I-Chen Wu]], [[Kuo-Yuan Kao]] ('''2015'''). ''[http://ieeexplore.ieee.org/document/6826513/ Design and Implementation of Chinese Dark Chess Programs]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 7, No. 1
'''2016'''
* [[Hung Guei]], [[Tinghan Wei]], [[Jin-Bo Huang]], [[I-Chen Wu]] ('''2016'''). ''An Empirical Study on Applying Deep Reinforcement Learning to the Game 2048''. [[CG 2016]]
* [[Chang-Shing Lee]], [[Mei-Hui Wang]], [[Shi-Jim Yen]], [[Ting-Han Wei]], [[I-Chen Wu]], [[Ping-Chiang Chou]], [[Chun-Hsun Chou]], [[Ming-Wan Wang]], [[Tai-Hsiung Yang]] ('''2016'''). ''Human vs. Computer Go: Review and Prospect''. [https://arxiv.org/abs/1606.02032 arXiv:1606.02032]
'''2017'''
* [[Ti-Rong Wu]], [[I-Chen Wu]], [[Guan-Wun Chen]], [[Ting-Han Wei]], [[Tung-Yi Lai]], [[Hung-Chun Wu]], [[Li-Cheng Lan]] ('''2017'''). ''Multi-Labelled Value Networks for Computer Go''. [https://arxiv.org/abs/1705.10701 arXiv:1705.10701]
* [[Wen-Jie Tseng]], [[Jr-Chang Chen]], [[I-Chen Wu]] ('''2017'''). ''DarkKnight Wins Chinese Dark Chess Tournament''. [[ICGA Journal#39_2|ICGA Journal, Vol. 39, No. 2]] » [[19th Computer Olympiad#ChineseDarkChess|19th Computer Olympiad 2016]]
=External Links=
* [http://java.csie.nctu.edu.tw/%7Eicwu/ I-Chen Wu, Ph.D.]
: [http://java.csie.nctu.edu.tw/ Internet Application Technology Laboratory]
* [https://en.wikipedia.org/wiki/I-Chen_Wu I-Chen Wu from Wikipedia]
* [https://www.game-ai-forum.org/icga-tournaments/person.php?id=218 I-Chen Wu's ICGA Tournaments]
* [http://genealogy.math.ndsu.nodak.edu/id.php?id=50304 The Mathematics Genealogy Project - I-Chen Wu]
* [https://plus.google.com/109127125721500350580/posts I-Chen Wu - Google+]
=References=
<references />
'''[[People|Up one Level]]'''
