A couple years after DeepMind released AlphaZero, researchers trained EfficientZero to be very data-efficient, where if given two hours to play an unseen Atari game, the model would beat a novice human, but this doesn't necessarily mean the model was more sample-efficient than humans—it depends on how you measure, because EfficientZero plays dozens of simulated games in its head for each real-world game step.
causalpending
Evidence Quote
“Because for each step in the real game, EfficientZero is playing dozens of simulated games in its head.”
Created: 8/12/2026, 6:40:37 PM
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