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* [[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]
* [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2011'''). ''Adaptive coordinate descent.'' [https://dblp.org/db/conf/gecco/gecco2011.html GECCO 2011], [http://www.loshchilov.com/publications/GECCO2011_AdaptiveCoordinateDescent.pdf pdf] <ref>[https://en.wikipedia.org/wiki/Adaptive_coordinate_descent Adaptive coordinate descent from Wikipedia]</ref>
* [[Rémi Coulom]] ('''2011'''). ''[http://remi.coulom.free.fr/CLOP/ CLOP: Confident Local Optimization for Noisy Black-Box Parameter Tuning]''. [[Advances in Computer Games 13]] <ref>[http://www.talkchess.com/forum/viewtopic.php?p=421995 CLOP for Noisy Black-Box Parameter Optimization] by [[Rémi Coulom]], [[CCC]], September 01, 2011</ref> <ref>[http://www.talkchess.com/forum/viewtopic.php?t=40987 CLOP slides] by [[Rémi Coulom]], [[CCC]], November 03, 2011</ref>
* [[Kunihito Hoki]], [[Tomoyuki Kaneko]] ('''2011'''). ''[http://link.springer.com/chapter/10.1007%2F978-3-642-31866-5_16 The Global Landscape of Objective Functions for the Optimization of Shogi Piece Values with a Game-Tree Search]''. [[Advances in Computer Games 13]] » [[Shogi]]
* [[Tomáš Hřebejk]] ('''2013'''). ''Arimaa challenge - Static Evaluation Function''. Master Thesis, [https://en.wikipedia.org/wiki/Charles_University_in_Prague Charles University in Prague], [http://arimaa.com/arimaa/papers/ThomasHrebejk/Arimaa.pdf pdf] » [[Arimaa]] <ref>[http://www.talkchess.com/forum/viewtopic.php?t=58472 thesis on eval function learning in Arimaa] by [[Jon Dart]], [[CCC]], December 04, 2015</ref>
* [[Yoshikuni Sato]], [[Makoto Miwa]], [[Shogo Takeuchi]], [[Daisuke Takahashi]] ('''2013'''). ''[http://www.aaai.org/ocs/index.php/AAAI/AAAI13/paper/view/6402 Optimizing Objective Function Parameters for Strength in Computer Game-Playing]''. [http://www.informatik.uni-trier.de/~ley/db/conf/aaai/aaai2013.html#SatoMTT13 AAAI 2013]
* [[Ilya Loshchilov]] ('''2013'''). ''[http://loshchilov.com/phd.html Surrogate-Assisted Evolutionary Algorithms]''. Ph.D. thesis, [[University of Paris#11|Paris-Sud 11 University]], advisors [[Marc Schoenauer]] and [[Michèle Sebag]]
'''2014'''
* [[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://pdfs.semanticscholar.org/eb9c/173576577acbb8800bf96aba452d77f1dc19.pdf pdf] » [[Shogi]] <ref>[http://www.talkchess.com/forum/viewtopic.php?t=55084 MMTO for evaluation learning] by [[Jon Dart]], [[CCC]], January 25, 2015</ref>
* [https://scholar.google.nl/citations?user=yyIoQu4AAAAJ Diederik P. Kingma], [https://scholar.google.ca/citations?user=ymzxRhAAAAAJ&hl=en Jimmy Lei Ba] ('''2015'''). ''Adam: A Method for Stochastic Optimization''. [https://arxiv.org/abs/1412.6980v8 arXiv:1412.6980v8], [http://www.iclr.cc/doku.php?id=iclr2015:main ICLR 2015] <ref>[http://www.talkchess.com/forum/viewtopic.php?t=61948 Arasan 19.2] by [[Jon Dart]], [[CCC]], November 03, 2016 » [[Arasan#Tuning|Arasan's Tuning]]</ref>
* [https://scholar.google.com/citations?user=glcep6EAAAAJ&hl=en Aryan Mokhtari], [https://scholar.google.com/citations?user=7mrPM4kAAAAJ&hl=en Alejandro Ribeiro] ('''2015'''). ''Global Convergence of Online Limited Memory BFGS''. [https://en.wikipedia.org/wiki/Journal_of_Machine_Learning_Research Journal of Machine Learning Research], Vol. 16, [http://www.jmlr.org/papers/volume16/mokhtari15a/mokhtari15a.pdf pdf] <ref>[https://en.wikipedia.org/wiki/Limited-memory_BFGS Limited-memory BFGS from Wikipedia]</ref> <ref>[http://www.talkchess.com/forum/viewtopic.php?t=62012&start=6 Re: CLOP: when to stop?] by [[Álvaro Begué]], [[CCC]], November 08, 2016</ref>
* [[Ilya Loshchilov]] ('''2015'''). ''LM-CMA: an Alternative to L-BFGS for Large Scale Black-box Optimization''. [https://arxiv.org/abs/1511.00221 arXiv:1511.00221] <ref>[https://en.wikipedia.org/wiki/Limited-memory_BFGS LM-BFGS from Wikipedia]</ref> <ref>[https://sites.google.com/site/ecjlmcma/ LM-CMA source code]</ref>
'''2016'''
* [[Diogo Real]], [[Alan Blair]] ('''2016'''). ''[https://ieeexplore.ieee.org/document/7743850/ Learning a multi-player chess game with TreeStrap]''. [https://dblp.uni-trier.de/db/conf/cec/cec2016.html CEC 2016]
