Inside the (deep) mind of AlphaZero
Descrição
It was a long time coming, but the wait is over. After nearly a full year, being ping-ponged from one peer reviewer to the next, the final paper on AlphaZero is out, shedding light on a number of hitherto unknown or misunderstood elements in its construction, not to mention some clarifications and corrections. These include sample code to help implement their work and all the games of the match against Stockfish, of which 20 were specially chosen by GM Matthew Sadler. | Graphic: Deep Mind
![Inside the (deep) mind of AlphaZero](https://en.chessbase.com/Portals/all/2017/_eng/misc/alphazero-chess06.jpg)
The future is here – AlphaZero learns chess
![Inside the (deep) mind of AlphaZero](https://ee.cdnartwhere.eu/wp-content/uploads/2022/10/2022-10-14-S20_AlphaZero-AI-system-moves-from-games-to-mathematics.jpg)
AlphaZero AI system moves on from games to mathematics
![Inside the (deep) mind of AlphaZero](https://m.media-amazon.com/images/W/MEDIAX_792452-T2/images/I/71lL+4MwxJL._AC_UF1000,1000_QL80_.jpg)
Game Changer: AlphaZero's Groundbreaking by Sadler, Matthew
![Inside the (deep) mind of AlphaZero](https://www.historyofdatascience.com/wp-content/uploads/2021/06/GOOGLE-DEEPMIND-LOGO.png)
AlphaZero: Checkmate - History of Data Science
![Inside the (deep) mind of AlphaZero](https://i0.wp.com/analyticsindiamag.com/wp-content/uploads/2018/02/alphago-zero.jpg?ssl=1)
Is DeepMind's AlphaGo Zero Really A Scientific Breakthrough?
![Inside the (deep) mind of AlphaZero](https://image.slidesharecdn.com/2hx8ocb1rtcxjhaovfpi-signature-b1dc8307ff83e0affd0e6d40dd8135771d7c5ec340fb5905f7839d4662d32112-poli-171219170402/85/alphazero-16-320.jpg?cb=1667968700)
AlphaZero
![Inside the (deep) mind of AlphaZero](https://www.researchgate.net/publication/321571298/figure/fig1/AS:568407281147904@1512530264876/Training-AlphaZero-for-700-000-steps-Elo-ratings-were-computed-from-evaluation-games.png)
Training AlphaZero for 700,000 steps. Elo ratings were computed from
MuZero, AlphaZero, and AlphaDev: Optimizing computer systems - Google DeepMind
DeepMind's AlphaZero Triumphs At Chess
![Inside the (deep) mind of AlphaZero](http://www.endtoend.ai/assets/blog/rl-weekly/36/muzero.png)
RL Weekly 36: AlphaZero with a Learned Model achieves SotA in Atari
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