Decius comments on Why do theists, undergrads, and Less Wrongers favor one-boxing on Newcomb? - Less Wrong
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However, an agent that makes decisions based on the fact that it perfectly predicts the reactions of other players does not exist in the real world.
Newcomb does not require a perfect predictor.
I know that the numbers in the canonical case work out to .5005 accuracy for the required; within noise of random.