DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge
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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

AlphaZero learns human concepts

DeepMind, Google Brain & World Chess Champion Explore How AlphaZero Learns Chess Knowledge
Techmate: How AI rewrote the rules of chess

DeepMind's AlphaZero algorithm taught itself to play Go, chess, and shogi with superhuman performance and then beat state-of-the-art programs specializing in each game. The ability of AlphaZero to adapt to various game

Acquisition of chess knowledge in AlphaZero

Acquisition of chess knowledge in AlphaZero

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AlphaZero learns human concepts

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A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
Acquisition of Chess Knowledge in AlphaZero

How AlphaZero Learns Chess
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