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In 100 games from the normal starting position, AlphaZero won 25 games as White, won 3 as Black, and drew the remaining 72. [11] In a series of twelve, 100-game matches (of unspecified time or resource constraints) against Stockfish starting from the 12 most popular human openings, AlphaZero won 290, drew 886 and lost 24. [2]
This essentially meant AlphaZero could learn chess by itself. The initial tests with AlphaZero were staggering; in a 100 game match against the current strongest engine Stockfish, AlphaZero won 28 games and tied the remaining 72. [12] In many ways AlphaZero served not only as a breakthrough for chess computing, but for the AI world in general.
By January 2019, Leela was able to defeat the version of Stockfish that played AlphaZero (Stockfish 8) in a 100-game match. An updated version of Stockfish narrowly defeated Leela Chess Zero in the superfinal of the 14th TCEC season, 50.5–49.5 (+10 =81 −9), [37] but lost the Superfinal of the next season to Leela 53.5–46.5 (+14 =79 -7).
Leela vs Stockfish, CCCC bonus games, 1–0 Leela beats the world champion Stockfish engine despite a one-pawn handicap. Stockfish vs Leela Chess Zero – TCEC S15 Superfinal – Game 61 Leela completely outplays Stockfish with black pieces in the Trompovsky attack. Leela's eval went from 0.1 to −1.2 in one move, and Stockfish's eval did not ...
In this game, Stockfish deviated from the line it played against AlphaZero after 11. Bxf4 Nb4 (provoking a queenside weakness) 12. a3 Nc6 with 13. g3. This time Stockfish avoided the queenside counterplay that AlphaZero had achieved, and although AllieStein was able to regain the sacrificed pawn, White was able to erect a wall around the g7 ...
In December 2017, AlphaZero beat the 3-day version of AlphaGo Zero by winning 60 games to 40, and with 8 hours of training it outperformed AlphaGo Lee on an Elo scale. AlphaZero also defeated a top chess program ( Stockfish ) and a top Shōgi program ( Elmo ).
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AlphaZero won all matches by a large margin (Fig. 2). This is clearly indicated by the figure, where the matches against the latest version is marked "latest Stockfish". Most of the games were against Stockfish 8, not 9, including the 1000-game match you are referring to. Banedon 03:46, 11 December 2019 (UTC)