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The game of chess is the most widely-studied domain in the history of artificial intelligence.
Ranked #1 on Game of Go on ELO Ratings
When evaluated on Go, chess and shogi, without any knowledge of the game rules, MuZero matched the superhuman performance of the AlphaZero algorithm that was supplied with the game rules.
Ranked #1 on Atari Games on Atari 2600 Zaxxon