25,161
edits
Changes
no edit summary
* [[Petr Aksenov]] ('''2004'''). ''[http://joypub.joensuu.fi/publications/masters_thesis/aksenov_genetic/index_en.html Genetic algorithms for optimising chess position scoring]'', Master's thesis, [ftp://cs.joensuu.fi/pub/Theses/2004_MSc_Aksenov_Petr.pdf pdf]
* [[Mathieu Autonès]], [[Aryel Beck]], [[Phillippe Camacho]], [[Nicolas Lassabe]], [[Hervé Luga]], [[François Scharffe]] ('''2004'''). ''[http://link.springer.com/chapter/10.1007/978-3-540-24650-3_1 Evaluation of Chess Position by Modular Neural network Generated by Genetic Algorithm]''. [http://www.informatik.uni-trier.de/~ley/db/conf/eurogp/eurogp2004.html#AutonesBCLLS04 EuroGP 2004]
* [[Henk Mannen]], [[Marco Wiering]] ('''2004'''). ''[https://www.semanticscholar.org/paper/Learning-to-Play-Chess-using-TD(lambda)-learning-Mannen-Wiering/00a6f81c8ebe8408c147841f26ed27eb13fb07f3 Learning to play chess using TD(λ)-learning with database games]''. [http://students.uu.nl/en/hum/cognitive-artificial-intelligence Cognitive Artificial Intelligence], [https://en.wikipedia.org/wiki/Utrecht_University Utrecht University], Benelearn’04, [https://www.ai.rug.nl/~mwiering/GROUP/ARTICLES/learning-chess.pdf pdf]
* [[Arkadiusz Paterek]] ('''2004'''). ''Modelowanie funkcji oceniającej w szachach''. Masters thesis, [[University of Warsaw]] (Polish, Modeling of an evaluation function in chess)
* [[Arkadiusz Paterek]] ('''2004'''). ''Modelowanie funkcji oceniającej w grach''. [[University of Warsaw]], [https://www.mimuw.edu.pl/~paterek/mfog.ps.gz zipped ps] (Polish, Modeling of an evaluation function in games)
* [[Hung-Jui Chang]], [[Jr-Chang Chen]], [[Gang-Yu Fan]], [[Chih-Wen Hsueh]], [[Tsan-sheng Hsu]] ('''2018'''). ''Using Chinese dark chess endgame databases to validate and fine-tune game evaluation functions''. [[ICGA Journal#40_2|ICGA Journal, Vol. 40, No. 2]] » [[Chinese Dark Chess]], [[Endgame Tablebases]]
* [[Wen-Jie Tseng]], [[Jr-Chang Chen]], [[I-Chen Wu]], [[Tinghan Wei]] ('''2018'''). ''Comparison Training for Computer Chinese Chess''. [https://arxiv.org/abs/1801.07411 arXiv:1801.07411] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=7&t=52861&start=7 Re: multi-dimensional piece/square tables] by Tony P., [[CCC]], January 28, 2020 » [[Piece-Square Tables]]</ref>
* [[Jeremy Rapin]], [[Olivier Teytaud]] ('''2018'''). ''Nevergrad - A gradient-free optimization platform''. [https://github.com/facebookresearch/nevergrad GitHub - facebookresearch/nevergrad: A Python toolbox for performing gradient-free optimization]
==2020 ...==
* [[Andrew Grant]] ('''2020'''). ''Evaluation & Tuning in Chess Engines''. [https://github.com/AndyGrant/Ethereal/blob/master/Tuning.pdf pdf] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=7&t=74877 Evaluation & Tuning in Chess Engines] by [[Andrew Grant]], [[CCC]], August 24, 2020</ref>
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76227 How to calc the derivative for gradient descent?] by Brian Neal, [[CCC]], January 04, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76238 Help with Texel's tuning] by [[Maksim Korzh]], [[CCC]], January 05, 2021 » [[Texel's Tuning Method]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76265 Tapered Evaluation and MSE (Texel Tuning)] by [[Michael Hoffmann]], [[CCC]], January 10, 2021 » [[Texel's Tuning Method]], [[Tapered Eval]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76288 Training data] by [[Michael Hoffmann]], [[CCC]], January 12, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76292 Why using the game result instead of evaluation scores] by [[Michael Hoffmann]], [[CCC]], January 12, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76294 Using Mini-Batch for tunig] by [[Michael Hoffmann]], [[CCC]], January 12, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76380 Texel tuning variant] by [[Ferdinand Mosca]], [[CCC]], January 21, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76385 Parameter Tuning Algorithm] by [[Michael Hoffmann]], [[CCC]], January 21, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=76917 Mabigat - hyperparameter optimizer for NNUE net] by [[Ferdinand Mosca]], [[CCC]], March 22, 2021 » [[NNUE]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=77118 Tuning search parameters] by [[Niels Abildskov]], [[CCC]], April 18, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=77318 Search tuned depending on TC] by [[Vivien Clauzon]], [[CCC]], May 16, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=77420 A hybrid of SPSA and local optimization] by [[Niels Abildskov]], [[CCC]], June 01, 2021 » [[SPSA]], [[Texel's Tuning Method]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=77715 Just an untested idea] by [[Ed Schroder|Ed Schröder]], [[CCC]], July 12, 2021 » [[Piece-Square Tables]]
=External Links=
* [https://github.com/fsmosca/Optuna-Game-Parameter-Tuner GitHub - fsmosca/Optuna-Game-Parameter-Tuner: A game search and evaluation parameter tuner using optuna framework] by [[Ferdinand Mosca]] » [[Deuterium]] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=2&t=75104 Yet another parameter tuner using optuna framework] by [[Ferdinand Mosca]], [[CCC]], September 14, 2020</ref>
* [https://github.com/fsmosca/Lakas GitHub - fsmosca/Lakas: Game parameter optimizer using nevergrad framework] by [[Ferdinand Mosca]] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=2&t=76024 Laskas parameter optimizer] by [[Ferdinand Mosca]], [[CCC]], December 09, 2020</ref>
* [https://github.com/fsmosca/Mabigat GitHub - fsmosca/Mabigat: NNUE parameter optimizer] by [[Ferdinand Mosca]] » [[NNUE]] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=2&t=76917 Mabigat - hyperparameter optimizer for NNUE net] by [[Ferdinand Mosca]], [[CCC]], March 22, 2021</ref>
* [https://github.com/kiudee/bayes-skopt GitHub - kiudee/bayes-skopt: A fully Bayesian implementation of sequential model-based optimization] by [[Karlson Pfannschmidt]] » [[Fat Fritz]] <ref>[https://en.chessbase.com/post/fat-fritz-update-and-fat-fritz-jr Fat Fritz 1.1 update and a small gift] by [[Albert Silver]]. [[ChessBase|ChessBase News]], March 05, 2020</ref>
* [https://github.com/kiudee/chess-tuning-tools GitHub - kiudee/chess-tuning-tools] by [[Karlson Pfannschmidt]] » [[Leela Chess Zero]]
