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<ref>[[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2017'''). ''Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm''. [https://arxiv.org/abs/1712.01815 arXiv:1712.01815]</ref>
<ref>[[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2018'''). ''[http://science.sciencemag.org/content/362/6419/1140 A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play]''. [https://en.wikipedia.org/wiki/Science_(journal) Science], Vol. 362, No. 6419</ref>, but using distributed training for the weights of the [[Neural Networks#Deep|deep]] [[Neural Networks#Convolutional|convolutional neural network]].
=PyTorch NNUE=
With the advent of [[Stockfish NNUE]] in 2020, Gary Linscott started an implementation of the [[Stockfish]] [[NNUE]] training in [https://en.wikipedia.org/wiki/PyTorch PyTorch] <ref>[http://www.talkchess.com/forum3/viewtopic.php?f=7&t=75724 Pytorch NNUE training] by [[Gary Linscott]], [[CCC]], November 08, 2020</ref> <ref>[https://github.com/glinscott/nnue-pytorch GitHub - glinscott/nnue-pytorch: NNUE (Chess evaluation) trainer in Pytorch]</ref>.
=Forum Posts=
==2010 ...==
* [http://www.talkchess.com/forum/viewtopic.php?p=332081 Ajax chess] by [[Gary Linscott|Gary]], [[CCC]], February 20, 2010 » [[Garbochess-JS]]
* [http://rybkaforum.net/cgi-bin/rybkaforum/topic_show.pl?tid=15663 Javascript chess engine] by [[Gary Linscott|gladius]], [[Computer Chess Forums|Rybka Forum]], February 23, 2010
* [http://www.talkchess.com/forum/viewtopic.php?p=453708 Undefended pieces] by [[Gary Linscott|Gary]], [[CCC]], March 05, 2012 » [[Loose Piece]]
* [http://www.talkchess.com/forum/viewtopic.php?p=454327 CLOP on Stockfish] by [[Gary Linscott|Gary]], [[CCC]], March 10, 2012 » [[CLOP]], [[Stockfish]]
==2020 ...==
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=75247&start=74 Re: A Crossroad in Computer Chess; Or Desperate Flailing for Relevance] by [[Gary Linscott]], [[CCC]], September 30, 2020 » [[NNUE]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=75724 Pytorch NNUE training] by [[Gary Linscott]], [[CCC]], November 08, 2020 » [[NNUE]]<ref>[https://en.wikipedia.org/wiki/PyTorch PyTorch from Wikipedia]</ref>
=External Links=
[[Category:Programmer|Linscott]]
[[Category:Chess Programmer|Linscott]]
[[Category:Go Programmer|Linscott]]
[[Category:Othello Programmer|Linscott]]
[[Category:Leela Chess Contributor|Linscott]]
[[Category:Stockfish Contributor|Linscott]]
