DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge
Por um escritor misterioso
Descrição
Deep neural networks are known to learn opaque, uninterpretable representations that lie beyond the grasp of human understanding. As such, from both scientific and practical viewpoints, it is intriguing to explore what is actually being learned and how in the case of superhuman self-taught neural network agents such as AlphaZero. In the new paper Acquisition
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://miro.medium.com/v2/resize:fit:1400/1*2ajdA7BSshIhAbP56D8OCw.jpeg)
AlphaZero Chess: How It Works, What Sets It Apart, and What It Can Tell Us, by Maxim Khovanskiy
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://www.techspot.com/images2/news/bigimage/2017/12/2017-12-08-image-20.jpg)
DeepMind AI teaches itself chess from scratch in four hours, proceeds to beat previous champion
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://miro.medium.com/v2/resize:fit:1320/0*WiiTEDlmKff-fVl5.png)
How AlphaZero Learns Chess?. DeepMind and Google Brain researchers…, by Gayan Samuditha, Expo-MAS
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://www.pnas.org/cms/10.1073/pnas.2206625119/asset/71bb680a-7bbc-4926-99a3-1550641d0b5a/assets/images/large/pnas.2206625119fig04.jpg)
Acquisition of chess knowledge in AlphaZero
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://www.science.org/cms/10.1126/science.aar6404/asset/26f4336a-e611-4599-b001-afca691cad7e/assets/graphic/362_1140_f3.jpeg)
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://i.ytimg.com/vi/lb3_eRNoH_w/maxresdefault.jpg)
Google Deep Mind AI Alpha Zero Devours Stockfish
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://news.sophos.com/wp-content/uploads/2017/12/untitled-design-3.png)
Google AI teaches itself 'superhuman' chess skills in four hours – Sophos News
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://cdn0.tnwcdn.com/wp-content/blogs.dir/1/files/2018/12/Deepmind.jpg)
DeepMind's AlphaZero AI is the new champion in chess, shogi, and Go
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://miro.medium.com/v2/resize:fit:868/0*uXazmwfel7DaB82m.jpg)
How AlphaZero Learns Chess?. DeepMind and Google Brain researchers…, by Gayan Samuditha, Expo-MAS
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://media.arxiv-vanity.com/render-output/7077407/x1.png)
Acquisition of Chess Knowledge in AlphaZero – arXiv Vanity
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://miro.medium.com/v2/resize:fit:1000/1*1Zk2bupjrYSYJ8zGG6p1BA.png)
AlphaZero Chess: How It Works, What Sets It Apart, and What It Can Tell Us, by Maxim Khovanskiy
![DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge](https://cdn.chess24.com/N1A4WbAyQR2I8v_s17AisQ/original/deepmind-stockfish-terminator.jpg)
DeepMind's AlphaZero crushes chess
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