Mastering the game of Go without human knowledge
Citations
14,377 citations
Cites background from "Mastering the game of Go without hu..."
...Moreover, the DeepMind team achieved even superhuman performance with AlphaGo’s sucessors AlphaGo Zero [7] and AlphaZero [5]....
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2,603 citations
2,291 citations
Cites background or methods from "Mastering the game of Go without hu..."
...However, subsequent work [446] showed that dispensing with this part of the learning was a better option....
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...Later versions of AlphaGo dispensed with the supervised portions of learning, adapted to chess and shogi, and performed better with zero initial knowledge [446, 447]....
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...Subsequently, it was used in the game of Go [135, 346, 445, 446]....
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...A later enhancement of the idea, referred to as AlphaGo Zero [446], removed the need for human expert moves (or an SL-network)....
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2,258 citations
Cites background from "Mastering the game of Go without hu..."
...For example, given that AlphaGo Zero [40] can excel at the game of Go much better than human players, it would be desirable that the machine can explain its learned strategy (knowledge) to us....
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1,924 citations
References
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