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Leela Chess Zero

329 bytes added, 16:47, 4 January 2019
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'''Leela Chess Zero''', (LCZero, lc0)<br/>
an adaption of [[Gian-Carlo Pascutto|Gian-Carlo Pascutto's]] [[Leela Zero]] [[Go]] project <ref>[https://github.com/gcp/leela-zero GitHub - gcp/leela-zero: Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper]</ref> to [[Chess]], using [[Stockfish|Stockfish's]] [[Board Representation|board representation]] and [[Move Generation|move generation]]. No heuristics or prior [[Knowledge|knowledge]] are carried over from Stockfish. Leela Chess is [[:Category:Open Source|open source]], released under the terms of [[Free Software Foundation#GPL|GPL version 3]] or later, and supports [[UCI]]. The goal is to build a strong [[UCT]] chess AI following the same type of [[Deep Learning|deep learning]] techniques of [[AlphaZero]] as described in [[DeepMind|DeepMind's]] paper <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>, but using distributed training for the weights of the [[Neural Networks#Deep|deep]] [[Neural Networks#Residual|residual]] [[Neural Networks#Convolutional|convolutional neural network]]. The training process requires [https://en.wikipedia.org/wiki/CUDA CUDA] and a [[GPU]] accelerated version of [https://en.wikipedia.org/wiki/TensorFlow Tensorflow] installed <ref>[https://github.com/glinscott/leela-chess/blob/master/README.md leela-chess/README.md at master · glinscott/leela-chess · GitHub]</ref>.
=lc0=
=Forum Posts=
==2018==
* [http://www.talkchess.com/forum/viewtopic.php?t=66280 Announcing lczero] by [[Gary Linscott|Gary]], [[CCC]], January 09, 2018
: [http://www.talkchess.com/forum/viewtopic.php?t=66280&start=67 Re: Announcing lczero] by [[Daniel Shawul]], [[CCC]], January 21, 2018 » [[Bojun Huang#Rollout|Rollout Paradigm]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69175&start=75 Re: Alphazero news] by [[Gian-Carlo Pascutto]], [[CCC]], December 07, 2018 » [[AlphaZero]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=69306 Policy training in Alpha Zero, LC0 ..] by [[Chris Whittington]], [[CCC]], December 18, 2018 » [[AlphaZero]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69400 LC0 using 4 x 2080 Ti GPU's on Chess.com tourney?] by M. Ansari, [[CCC]], December 28, 2018
==2019==
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69478 LCZero FAQ is missing one important fact] by [[Jouni Uski]], [[CCC]], January 01, 2019 » [[GPU]]
=External Links=

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