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Created page with "'''Home * People * Tomoyuki Kaneko''' FILE:kaneko5.jpg|border|right|thumb|125px|link=http://www.graco.c.u-tokyo.ac.jp/~kaneko/| Tomoyuki Kaneko <ref>[http..."
'''[[Main Page|Home]] * [[People]] * Tomoyuki Kaneko'''
[[FILE:kaneko5.jpg|border|right|thumb|125px|link=http://www.graco.c.u-tokyo.ac.jp/~kaneko/| Tomoyuki Kaneko <ref>[http://www.graco.c.u-tokyo.ac.jp/~kaneko/ Tomoyuki Kaneko - Homepage]</ref> ]]
'''Tomoyuki Kaneko''',<br/>
a Japanese computer scientist, and associate professor at Graduate School of the [https://en.wikipedia.org/wiki/University_of_Tokyo University of Tokyo]. His research interests include [[Learning|machine learning in games]], and automated feature construction for [[Evaluation function|evaluation functions]] of [[General Game Playing|general game players]]. He is co-author of the open source [[Shogi]] program [[GPS Shogi]] <ref>[http://gps.tanaka.ecc.u-tokyo.ac.jp/gpsshogi/index.php?GPSShogiEn GPSShogi]</ref>, available under [[Free Software Foundation#GPL|GPL]] version 2 or later. In April 2013, GPS Shogi, running on a computer cluster of 700 PCs in the University of Tokyo, [[Shogi#GPSShogi|beat]] Hiroyuki Miura, one of the Top-10 professional Shogi players <ref>[http://www2.teu.ac.jp/gamelab/SHOGI/pro8dan.html#Miura Hiroyuki Miura - 8-dan Professionals] by [[Reijer Grimbergen]]</ref> <ref>[https://en.wikipedia.org/wiki/Computer_shogi#Denou-sen_.282013.29 Computer shogi - Computers versus humans - Denou-sen (2013) - Wikipedia]</ref>.
=See also=
* [[Shu Yokoyama#PGPP|P-GPP]]
=Selected Publications=
<ref>[http://www.graco.c.u-tokyo.ac.jp/~kaneko/papers/index.html Tomoyuki Kaneko - Selected Publications]</ref> <ref>[http://www.informatik.uni-trier.de/~ley/pers/hd/k/Kaneko:Tomoyuki.html dblp: Tomoyuki Kaneko]</ref>
==2000 ...==
* [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2000'''). ''[http://link.springer.com/chapter/10.1007%2F3-540-44533-1_11 Compiling Logical Features into Specialized State-Evaluators by Partial Evaluation, Boolean Tables and Incremental Calculation]''. [http://www.informatik.uni-trier.de/~ley/db/conf/pricai/pricai2000.html#KanekoYK00 PRICAI 2000]
* [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2001'''). ''Automatic Feature Construction and Optimization for General Game Player''. [[Conferences#GPW|6th Game Programming Workshop, Hakone]]
* [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2002'''). ''Pattern Selection Problem for Automatically Generating Evaluation Functions For General Game Player''. [[Conferences#GPW|7th Game Programming Workshop, Hakone]]
* [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2003'''). ''Automated Identification of Patterns in Evaluation Functions for General Game Players''. [[Advances in Computer Games 10]]
==2005 ...==
* [[Shunsuke Soeda]], [[Tomoyuki Kaneko]], [[Tetsuro Tanaka]] ('''2005'''). ''[http://link.springer.com/chapter/10.1007/11922155_10 Dual Lambda Search and Shogi Endgames]''. [[Advances in Computer Games 11]]
* [[Haruhiro Yoshimoto]], [[Kazuki Yoshizoe]], [[Tomoyuki Kaneko]], [[Akihiro Kishimoto]], [[Kenjiro Taura]] ('''2006'''). ''[http://dl.acm.org/citation.cfm?id=1597359 Monte Carlo Go Has a Way to Go]''. [http://www.informatik.uni-trier.de/~ley/db/conf/aaai/aaai2006.html#YoshimotoYKKT06 AAAI 2006], [http://www.aaai.org/Papers/AAAI/2006/AAAI06-168.pdf pdf]
* [[Shogo Takeuchi]], [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2007'''). ''Visualization and Adjustment of Evaluation Functions Based on Evaluation Values and Win Probability''. [http://www.informatik.uni-trier.de/~ley/db/conf/aaai/aaai2007.html AAAI 2007]
* [[Shogo Takeuchi]], [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]] ('''2008'''). ''Evaluation of Monte Carlo tree search and the application to Go''. [http://www.informatik.uni-trier.de/~ley/db/conf/cig/cig2008.html CIG 2008]
==2010 ...==
* [[Tomoyuki Kaneko]] ('''2010'''). ''Parallel Depth First Proof Number Search''. [http://www.informatik.uni-trier.de/~ley/db/conf/aaai/aaai2010.html#Kaneko10 AAAI 2010]
* [[Shogo Takeuchi]], [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]] ('''2010'''). ''Evaluation of Game Tree Search Methods by Game Records''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 2, No. 4
* [[Kazuki Yoshizoe]], [[Akihiro Kishimoto]], [[Tomoyuki Kaneko]], [[Haruhiro Yoshimoto]], [[Yutaka Ishikawa]] ('''2011'''). ''Scalable Distributed Monte Carlo Tree Search''. [http://www.informatik.uni-trier.de/~ley/db/conf/socs/socs2011.html SoCS2011], [http://www.is.titech.ac.jp/~kishi/pdf_file/socs2011pmcts.pdf pdf]
* [[Tomoyuki Kaneko]], [[Kunihito Hoki]] ('''2011'''). ''Analysis of Evaluation-Function Learning by Comparison of Sibling Nodes''. [[Advances in Computer Games 13]]
* [[Kunihito Hoki]], [[Tomoyuki Kaneko]] ('''2011'''). ''The Global Landscape of Objective Functions for the Optimization of Shogi Piece Values with a Game-Tree Search''. [[Advances in Computer Games 13]]
* [http://www.informatik.uni-trier.de/~ley/pers/hd/y/Yamaguchi:Yoshiaki.html Yoshiaki Yamaguchi], [[Kazunori Yamaguchi]], [[Tetsuro Tanaka]], [[Tomoyuki Kaneko]] ('''2011'''). ''Infinite Connect-Four Is Solved: Draw''. [[Advances in Computer Games 13]]
* [[Tomoyuki Kaneko]], [[Tetsuro Tanaka]] ('''2012'''). ''[https://www.jstage.jst.go.jp/article/jssst/29/1/29_1_1_75/_article GPSShogi and Assembly of Large Shogi Software with Text Protocol]''. [https://www.jstage.jst.go.jp/browse/jssst/29/1/_contents Computer Software - JSSST Journal, Vol. 29, No. 1]
* [[Kunihito Hoki]], [[Tomoyuki Kaneko]], [[Akihiro Kishimoto]], [[Takeshi Ito]] ('''2013'''). ''Parallel Dovetailing and its Application to Depth-First Proof-Number Search''. [[ICGA Journal#36_1|ICGA Journal, Vol. 36, No. 1]] <ref>[https://en.wikipedia.org/wiki/Dovetailing_%28computer_science%29 Dovetailing (computer science) from Wikipedia]</ref>
* [[Kunihito Hoki]], [[Tomoyuki Kaneko]] ('''2014'''). ''[https://www.jair.org/papers/paper4217.html Large-Scale Optimization for Evaluation Functions with Minimax Search]''. [https://www.jair.org/vol/vol49.html JAIR Vol. 49], [https://www.jair.org/media/4217/live-4217-7792-jair.pdf pdf] » [[Automated Tuning]], [[Shogi]] <ref>[http://www.talkchess.com/forum/viewtopic.php?t=55084 MMTO for evaluation learning] by [[Jon Dart]], [[CCC]], January 25, 2015</ref>
==2015 ...==
* [[Yusaku Mandai]], [[Tomoyuki Kaneko]] ('''2015'''). ''LinUCB Applied to Monte Carlo Tree Search''. [[Advances in Computer Games 14]]
* [[Shu Yokoyama]], [[Tomoyuki Kaneko]], [[Tetsuro Tanaka]] ('''2015'''). ''Parameter-Free Tree Style Pipeline in Asynchronous Parallel Game-Tree Search''. [[Advances in Computer Games 14]] » [[Stockfish|Stockfish DD]]
* [[Shogo Takeuchi]], [[Tomoyuki Kaneko]] ('''2015'''). ''[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7336038 Estimating Ratings of Computer Players by the Evaluation Scores and Principal Variations in Shogi]''. [http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7335993 ACIT-CSI]
* [[Takahisa Imagawa]], [[Tomoyuki Kaneko]] ('''2016'''). ''Monte Carlo Tree Search with Robust Exploration''. [[CG 2016]]
=External Links=
* [https://www.game-ai-forum.org/icga-tournaments/person.php?id=720 Tomoyuki Kaneko's ICGA Tournaments]
* [http://www.graco.c.u-tokyo.ac.jp/~kaneko/ Tomoyuki Kaneko - Homepage]
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:kaneko5.jpg|border|right|thumb|125px|link=http://www.graco.c.u-tokyo.ac.jp/~kaneko/| Tomoyuki Kaneko <ref>[http://www.graco.c.u-tokyo.ac.jp/~kaneko/ Tomoyuki Kaneko - Homepage]</ref> ]]
'''Tomoyuki Kaneko''',<br/>
a Japanese computer scientist, and associate professor at Graduate School of the [https://en.wikipedia.org/wiki/University_of_Tokyo University of Tokyo]. His research interests include [[Learning|machine learning in games]], and automated feature construction for [[Evaluation function|evaluation functions]] of [[General Game Playing|general game players]]. He is co-author of the open source [[Shogi]] program [[GPS Shogi]] <ref>[http://gps.tanaka.ecc.u-tokyo.ac.jp/gpsshogi/index.php?GPSShogiEn GPSShogi]</ref>, available under [[Free Software Foundation#GPL|GPL]] version 2 or later. In April 2013, GPS Shogi, running on a computer cluster of 700 PCs in the University of Tokyo, [[Shogi#GPSShogi|beat]] Hiroyuki Miura, one of the Top-10 professional Shogi players <ref>[http://www2.teu.ac.jp/gamelab/SHOGI/pro8dan.html#Miura Hiroyuki Miura - 8-dan Professionals] by [[Reijer Grimbergen]]</ref> <ref>[https://en.wikipedia.org/wiki/Computer_shogi#Denou-sen_.282013.29 Computer shogi - Computers versus humans - Denou-sen (2013) - Wikipedia]</ref>.
=See also=
* [[Shu Yokoyama#PGPP|P-GPP]]
=Selected Publications=
<ref>[http://www.graco.c.u-tokyo.ac.jp/~kaneko/papers/index.html Tomoyuki Kaneko - Selected Publications]</ref> <ref>[http://www.informatik.uni-trier.de/~ley/pers/hd/k/Kaneko:Tomoyuki.html dblp: Tomoyuki Kaneko]</ref>
==2000 ...==
* [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2000'''). ''[http://link.springer.com/chapter/10.1007%2F3-540-44533-1_11 Compiling Logical Features into Specialized State-Evaluators by Partial Evaluation, Boolean Tables and Incremental Calculation]''. [http://www.informatik.uni-trier.de/~ley/db/conf/pricai/pricai2000.html#KanekoYK00 PRICAI 2000]
* [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2001'''). ''Automatic Feature Construction and Optimization for General Game Player''. [[Conferences#GPW|6th Game Programming Workshop, Hakone]]
* [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2002'''). ''Pattern Selection Problem for Automatically Generating Evaluation Functions For General Game Player''. [[Conferences#GPW|7th Game Programming Workshop, Hakone]]
* [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2003'''). ''Automated Identification of Patterns in Evaluation Functions for General Game Players''. [[Advances in Computer Games 10]]
==2005 ...==
* [[Shunsuke Soeda]], [[Tomoyuki Kaneko]], [[Tetsuro Tanaka]] ('''2005'''). ''[http://link.springer.com/chapter/10.1007/11922155_10 Dual Lambda Search and Shogi Endgames]''. [[Advances in Computer Games 11]]
* [[Haruhiro Yoshimoto]], [[Kazuki Yoshizoe]], [[Tomoyuki Kaneko]], [[Akihiro Kishimoto]], [[Kenjiro Taura]] ('''2006'''). ''[http://dl.acm.org/citation.cfm?id=1597359 Monte Carlo Go Has a Way to Go]''. [http://www.informatik.uni-trier.de/~ley/db/conf/aaai/aaai2006.html#YoshimotoYKKT06 AAAI 2006], [http://www.aaai.org/Papers/AAAI/2006/AAAI06-168.pdf pdf]
* [[Shogo Takeuchi]], [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]], [[Satoru Kawai]] ('''2007'''). ''Visualization and Adjustment of Evaluation Functions Based on Evaluation Values and Win Probability''. [http://www.informatik.uni-trier.de/~ley/db/conf/aaai/aaai2007.html AAAI 2007]
* [[Shogo Takeuchi]], [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]] ('''2008'''). ''Evaluation of Monte Carlo tree search and the application to Go''. [http://www.informatik.uni-trier.de/~ley/db/conf/cig/cig2008.html CIG 2008]
==2010 ...==
* [[Tomoyuki Kaneko]] ('''2010'''). ''Parallel Depth First Proof Number Search''. [http://www.informatik.uni-trier.de/~ley/db/conf/aaai/aaai2010.html#Kaneko10 AAAI 2010]
* [[Shogo Takeuchi]], [[Tomoyuki Kaneko]], [[Kazunori Yamaguchi]] ('''2010'''). ''Evaluation of Game Tree Search Methods by Game Records''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 2, No. 4
* [[Kazuki Yoshizoe]], [[Akihiro Kishimoto]], [[Tomoyuki Kaneko]], [[Haruhiro Yoshimoto]], [[Yutaka Ishikawa]] ('''2011'''). ''Scalable Distributed Monte Carlo Tree Search''. [http://www.informatik.uni-trier.de/~ley/db/conf/socs/socs2011.html SoCS2011], [http://www.is.titech.ac.jp/~kishi/pdf_file/socs2011pmcts.pdf pdf]
* [[Tomoyuki Kaneko]], [[Kunihito Hoki]] ('''2011'''). ''Analysis of Evaluation-Function Learning by Comparison of Sibling Nodes''. [[Advances in Computer Games 13]]
* [[Kunihito Hoki]], [[Tomoyuki Kaneko]] ('''2011'''). ''The Global Landscape of Objective Functions for the Optimization of Shogi Piece Values with a Game-Tree Search''. [[Advances in Computer Games 13]]
* [http://www.informatik.uni-trier.de/~ley/pers/hd/y/Yamaguchi:Yoshiaki.html Yoshiaki Yamaguchi], [[Kazunori Yamaguchi]], [[Tetsuro Tanaka]], [[Tomoyuki Kaneko]] ('''2011'''). ''Infinite Connect-Four Is Solved: Draw''. [[Advances in Computer Games 13]]
* [[Tomoyuki Kaneko]], [[Tetsuro Tanaka]] ('''2012'''). ''[https://www.jstage.jst.go.jp/article/jssst/29/1/29_1_1_75/_article GPSShogi and Assembly of Large Shogi Software with Text Protocol]''. [https://www.jstage.jst.go.jp/browse/jssst/29/1/_contents Computer Software - JSSST Journal, Vol. 29, No. 1]
* [[Kunihito Hoki]], [[Tomoyuki Kaneko]], [[Akihiro Kishimoto]], [[Takeshi Ito]] ('''2013'''). ''Parallel Dovetailing and its Application to Depth-First Proof-Number Search''. [[ICGA Journal#36_1|ICGA Journal, Vol. 36, No. 1]] <ref>[https://en.wikipedia.org/wiki/Dovetailing_%28computer_science%29 Dovetailing (computer science) from Wikipedia]</ref>
* [[Kunihito Hoki]], [[Tomoyuki Kaneko]] ('''2014'''). ''[https://www.jair.org/papers/paper4217.html Large-Scale Optimization for Evaluation Functions with Minimax Search]''. [https://www.jair.org/vol/vol49.html JAIR Vol. 49], [https://www.jair.org/media/4217/live-4217-7792-jair.pdf pdf] » [[Automated Tuning]], [[Shogi]] <ref>[http://www.talkchess.com/forum/viewtopic.php?t=55084 MMTO for evaluation learning] by [[Jon Dart]], [[CCC]], January 25, 2015</ref>
==2015 ...==
* [[Yusaku Mandai]], [[Tomoyuki Kaneko]] ('''2015'''). ''LinUCB Applied to Monte Carlo Tree Search''. [[Advances in Computer Games 14]]
* [[Shu Yokoyama]], [[Tomoyuki Kaneko]], [[Tetsuro Tanaka]] ('''2015'''). ''Parameter-Free Tree Style Pipeline in Asynchronous Parallel Game-Tree Search''. [[Advances in Computer Games 14]] » [[Stockfish|Stockfish DD]]
* [[Shogo Takeuchi]], [[Tomoyuki Kaneko]] ('''2015'''). ''[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7336038 Estimating Ratings of Computer Players by the Evaluation Scores and Principal Variations in Shogi]''. [http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7335993 ACIT-CSI]
* [[Takahisa Imagawa]], [[Tomoyuki Kaneko]] ('''2016'''). ''Monte Carlo Tree Search with Robust Exploration''. [[CG 2016]]
=External Links=
* [https://www.game-ai-forum.org/icga-tournaments/person.php?id=720 Tomoyuki Kaneko's ICGA Tournaments]
* [http://www.graco.c.u-tokyo.ac.jp/~kaneko/ Tomoyuki Kaneko - Homepage]
=References=
<references />
'''[[People|Up one level]]'''
