Figure 1 from Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
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Figure 1: Training AlphaZero for 700,000 steps. Elo ratings were computed from evaluation games between different players when given one second per move. a Performance of AlphaZero in chess, compared to 2016 TCEC world-champion program Stockfish. b Performance of AlphaZero in shogi, compared to 2017 CSA world-champion program Elmo. c Performance of AlphaZero in Go, compared to AlphaGo Lee and AlphaGo Zero (20 block / 3 day) (29). - "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm"
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PDF] Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
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Reinforcement learning applied to games
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Alessandro Vespignani on X: A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play “a program called AlphaZero, which taught itself to play Go, chess, and shogi” /
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A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
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