Highly evolved Leela finds shockingly secret novelty in highly evolved Sicilian Najdorf | vs Laser
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- Опубліковано 7 лют 2025
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Info about Leela Zero:
en.wikipedia.o...
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Leela Chess Zero (lc0) is a free, open-source, and neural network-based chess engine and distributed computing project.
Leela Zero's algorithm is based on DeepMind's 2017 paper about AlphaGo Zero.[3][6] Unlike the original Leela, which has a lot of human knowledge and heuristics programmed into it, Leela Zero only knows the basic rules and nothing more.[7]
Leela Zero is trained by a distributed effort, which is coordinated at the Leela Zero website. Members of the community provide computing resources by running the client, which generates self-play games and submits them to the server. The self-play games are used to train newer networks. Generally, over 500 clients have connected to the server to contribute resources.[7] The community has provided high quality code contributions as well.[7]
Leela Zero finished third at the BerryGenomics Cup World AI Go Tournament in Fuzhou, Fujian, China on 28 April 2018.[8]
Info about Alphazero:
en.wikipedia.o...
AlphaZero is a computer program developed by the Alphabet-owned AI research company DeepMind, which uses an approach similar to AlphaGo Zero's to master not just Go, but also chess and shogi. On December 5, 2017 the DeepMind team released a preprint introducing AlphaZero, which, within 24 hours, achieved a superhuman level of play in these three games by defeating world-champion programs, Stockfish, elmo, and the 3-day version of AlphaGo Zero, in each case making use of custom tensor processing units (TPUs) that the Google programs were optimized to make use of.[1] AlphaZero was trained solely via "self-play" using 5,000 first-generation TPUs to generate the games and 64 second-generation TPUs to train the neural networks, all in parallel, with no access to opening books or endgame tables. After just four hours of training, DeepMind estimated AlphaZero was playing at a higher Elo rating than Stockfish; after 9 hours of training, the algorithm decisively defeated Stockfish 8 in a time-controlled 100-game tournament (28 wins, 0 losses, and 72 draws).[1][2][3] The trained algorithm played on a single machine with four TPUs.
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Relation to AlphaGo Zero
Further information: AlphaGo Zero
AlphaZero (AZ) is a more generalized variant of the AlphaGo Zero (AGZ) algorithm, and is able to play shogi and chess as well as Go. Differences between AZ and AGZ include:[1]
AZ has hard-coded rules for setting search hyperparameters.
The neural network is now updated continually.
Go (unlike Chess) is symmetric under certain reflections and rotations; AlphaGo Zero was programmed to take advantage of these symmetries. AlphaZero is not.
Chess can end in a draw unlike Go; therefore AlphaZero can take into account the possibility of a drawn game.
AlphaZero vs. Stockfish and elmo
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Replayable game with indented variations: www.chessworld.net/chessclubs/ltpgnviewer32/ltpgnboard.asp?GameID=5024036
Hi Kingscrusher, is it possible to download the pgn somehow? This would be a very nice feature. Thank you very much for the instructive videos you provide us.
KC, this was really instructive, I love the way you make this easy to understand for someone as new as I am. Just outstanding.
Simply knowing there are potential resources after playing a novelty makes it worth trying
Cheers, K
'novelty' is putting it modestly. Given that a 3500 elo player plays it, its almost certainly the best 7th move in this Najdorf line. Surely sicilian players will take note of this. Are grandmaster games being influenced by leela games yet?
Cheers, K
I think we have one problem by the novelty, Qc7 I never had on the board. The most players play e5 there and then is f5 not so strong after Nf3.
That Leela finds shockingly "this and that", no longer shocks us.
Because of the rate that Leela finds novelty after novelty.
At 3:17, you're suggesting that Leela let the opponent establish a thorn pawn!?
Thanks Kingcrusher for delivering chess from another galaxies. And explaining it to us mortals. Uau!
Great positional overplay produced by Leela. Only sad circumstance here is that the top 100 grandmasters are watching, learning and using all that platinum and ultimate breakthrough ideas in their games too. Now it is far more complicated to dominate all of them if I want to.
Pawn f5, is where it where it all went wrong for Laser.
Tobey Maguire almost always appears in Leela games. “Pawn Sacrifice”.
Cheers, K
What in the holy name of fuck is a 'fawn pawn'?