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Automated Tuning

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==Instances==
* [[Amoeba]]
* [[BBChess (SI)#DifferentialEvolution|Differential Evolution in BBChess]]
* [[Falcon#GA|Genetic Algorithm in Falcon]]
* [[Stockfish's Tuning Method]]
==1995 ...==
* [[Michael Buro]] ('''1995'''). ''[http://www.jair.org/papers/paper179.html Statistical Feature Combination for the Evaluation of Game Positions]''. [https://en.wikipedia.org/wiki/Journal_of_Artificial_Intelligence_Research JAIR], Vol. 3
* [[Chris McConnell]] ('''1995'''). ''Tuning Evaluation Functions for Search''. [http://www.cs.cmu.edu/afs/cs.cmu.edu/user/ccm/www/papers/ml.ps ps] or [http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=9B2A0CCA8B1AFB594A879799D974111A?doi=10.1.1.53.9742&rep=rep1&type=pdf pdf] from [http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.53.9742 CiteSeerX]
* [[Chris McConnell]] ('''1995'''). ''Tuning Evaluation Functions for Search'' (Talk), [http://www.cs.cmu.edu/afs/cs.cmu.edu/user/ccm/www/talks/tune.ps ps]
* [[Johannes Fürnkranz]] ('''1996'''). ''Machine Learning in Computer Chess: The Next Generation.'' [[ICGA Journal#19_3|ICCA Journal, Vol. 19, No. 3]], [http://www.ofai.at/cgi-bin/get-tr?download=1&paper=oefai-tr-96-11.ps.gz zipped ps]
* [[Hallam Nasreddine]], [[Hendra Suhanto Po]], [[Graham Kendall]] ('''2006'''). ''[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4017925 Using an Evolutionary Algorithm for the Tuning of a Chess Evaluation Function Based on a Dynamic Boundary Strategy]''. Proceedings of the 2006 IEEE Conference on Cybernetics and Intelligent Systems, [http://www.cs.nott.ac.uk/~gxk/papers/ieeecis2006.pdf pdf]
* [[Makoto Miwa]], [[Daisaku Yokoyama]], [[Takashi Chikayama]] ('''2006'''). ''[http://www.springerlink.com/content/6180u7h3t312468u/ Automatic Construction of Static Evaluation Functions for Computer Game Players]''. ALT ’06
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Viljem Žumer]] ('''2006'''). ''[httphttps://ieeexplore.ieee.org/xpldocument/freeabs_all.jsp?arnumber=1688532 A Differential Evolution for the Tuning of a Chess Evaluation Function]''. [[IEEE|IEEE Congress on Evolutionary Computation, 2006.]]
* [[Kunihito Hoki]] ('''2006'''). ''Optimal control of minimax search result to learn positional evaluation''. [[Conferences#GPW|11th Game Programming Workshop]] (Japanese)
'''2007'''
'''2008'''
* [[Eli David|Omid David]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2008'''). ''Genetic Algorithms for Mentor-Assisted Evaluation Function Optimization''. [http://www.sigevo.org/gecco-2008/ GECCO '08], [https://arxiv.org/abs/1711.06839 arXiv:1711.06839]
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Aleš Zamuda]], [[Viljem Žumer]] ('''2008'''). ''[https://link.springer.com/chapter/10.1007%2F978-3-540-68830-3_12 An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program]''. [httphttps://wwwlink.springer.com/engineeringbook/computational+intelligence+and+complexity/book10.1007/978-3-540-6882768830-3 Advances in Differential Evolution], Studies in Computational Intelligence, ISBN[https: 978-3-540-68827-3//en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
'''2009'''
* [[Joel Veness]], [[David Silver]], [[William Uther]], [[Alan Blair]] ('''2009'''). ''[http://papers.nips.cc/paper/3722-bootstrapping-from-game-tree-search Bootstrapping from Game Tree Search]''. [http://nips.cc/ Neural Information Processing Systems (NIPS), 2009], [http://books.nips.cc/papers/files/nips22/NIPS2009_0508.pdf pdf]
* [[Amine Bourki]], [[Matthieu Coulm]], [[Philippe Rolet]], [[Olivier Teytaud]], [[Paul Vayssière]] ('''2010'''). ''[http://hal.inria.fr/inria-00467796/en/ Parameter Tuning by Simple Regret Algorithms and Multiple Simultaneous Hypothesis Testing]''. [http://hal.inria.fr/docs/00/46/77/96/PDF/tosubmit.pdf pd]
* [[Eli David|Omid David]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2010'''). ''Genetic Algorithms for Automatic Search Tuning''. [[ICGA Journal#33_2|ICGA Journal, Vol. 33, No. 2]]
* [[Borko Bošković]] ('''2010'''). ''[http://labraj.uni-mb.si/en/PhD_Thesis_Defence_%28Borko_Bo%C5%A1kovi%C4%87%29 Differential evolution Evolution for the Tuning of a Chess Evaluation Function]''. Ph.D. thesis, [[University of Maribor]]
'''2011'''
* [[Eli David|Omid David]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2011'''). ''Expert-Driven Genetic Algorithms for Simulating Evaluation Functions''. Genetic Programming and Evolvable Machines, Vol. 12, No. 1, [https://arxiv.org/abs/1711.06841 arXiv:1711.06841]
* [[Borko Bošković]], [[Janez Brest]] ('''2011'''). ''[http://www.informatica.si/index.php/informatica/article/view/353 Tuning Chess Evaluation Function Parameters using Differential Evolution]''. Algorithm. Informatica, Vol. 35, No. 2, [http://www.informatica.si/PDF/35-2/14_Boskovic%20-%20Tuning%20chess%20evaluation.pdf pdf]* [[Borko Bošković]], [[Janez Brest]], [[Aleš Zamuda]], [[Sašo Greiner]], [[Viljem Žumer]] ('''2011'''). ''[httphttps://wwwdl.springerlinkacm.com/content/y62h14743364x2l7org/ citation.cfm?id=1966601 History mechanism supported differential evolution for chess evaluation function tuning]''. [http://www.springer.com/engineering/computational+intelligence+and+complexity/journal/500 Soft Computing], Vol. 15, No. 4
* [[Eduardo Vázquez-Fernández]], [[Carlos Artemio Coello Coello]], [[Feliú Davino Sagols Troncoso]] ('''2011'''). ''An Evolutionary Algorithm for Tuning a Chess Evaluation Function''. [http://www.informatik.uni-trier.de/~ley/db/conf/cec/cec2011.html#Vazquez-FernandezCT11 CEC 2011], [http://delta.cs.cinvestav.mx/~ccoello/conferences/eduardo-cec2011-final.pdf.gz pdf]
* [[Eduardo Vázquez-Fernández]], [[Carlos Artemio Coello Coello]], [[Feliú Davino Sagols Troncoso]] ('''2011'''). ''[http://dl.acm.org/citation.cfm?id=2001882 An Adaptive Evolutionary Algorithm Based on Typical Chess Problems for Tuning a Chess Evaluation Function]''. [http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2011c.html#Vazquez-FernandezCT11 GECCO 2011], [http://delta.cs.cinvestav.mx/~ccoello/conferences/vazquez-gecco2011.pdf.gz pdf]
=Forum Posts=
==1997 ...==
* [https://groups.google.com/group/rec.games.chess.computer/browse_frm/thread/77f10f072e907302 Evolutionary Evaluation] by [[Dan Daniel Homan]], [[Computer Chess Forums|rgcc]], September 09, 1997 » [[Evaluation]]
* [https://www.stmintz.com/ccc/index.php?id=13794 Deep Blue eval function tuning technique] by [[Stuart Cracraft]], [[CCC]], January 08, 1998 » [[Deep Blue]] <ref>[[Thomas Anantharaman]] ('''1997'''). ''Evaluation Tuning for Computer Chess: Linear Discriminant Methods''. [[ICGA Journal#20_4|ICCA Journal, Vol. 20, No. 4]]</ref>
* [https://www.stmintz.com/ccc/index.php?id=13968 Automated Tuning] by [[Stuart Cracraft]], [[CCC]], January 12, 1998
* [http://www.talkchess.com/forum/viewtopic.php?t=66221 tuning info] by [[Marco Belli]], [[CCC]], January 03, 2018
* [http://www.talkchess.com/forum/viewtopic.php?t=66681 3 million games for training neural networks] by [[Álvaro Begué]], [[CCC]], February 24, 2018 » [[Neural Networks]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=67831 Introducing PET] by [[Ed Schroder|Ed Schröder]], [[CCC]], June 27, 2018 » [[Strategic Test Suite]]* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=68326 Texel tuning speed] by [[Vivien Clauzon]], [[CCC]], August 29, 2018 » [[Texel's Tuning Method]]* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=68753 methods for tuning coefficients] by [[Stuart Cracraft]], [[CCC]], October 28, 2018* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=69035 Particle Swarm Optimization Code] by [[Erik Madsen]], [[CCC]], November 24, 2018 » [[MadChess]]
=External Links=
* [https://github.com/zamar/spsa SPSA Tuner for Stockfish Chess Engine | GitHub] by [[Joona Kiiski]] » [[Stockfish]], [[Stockfish's Tuning Method]]
==Misc==
* [https[://www.facebook.com/TheNextStepQuintet Category:The Next Step Quintet|The Next Step Quintet]] feat. [http://www.tivonpennicott.com/ Tivon Pennicott] - [http://www.discogs.com/Next-Step-Quintet-The-Next-Step-Quintet/release/4970720 Regression], [https://el-gr.facebook.com/KerameioBar KerameioBar] [https://en.wikipedia.org/wiki/Athens Athens], [https://en.wikipedia.org/wiki/Greece Greece], September 2014, [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=lc4LBx2_Mak|alignment=left|valignment=top}}
=References=
<references />
 
'''[[Main Page|Up one Level]]'''
[[Category:The Next Step Quintet]]

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