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Etymology

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From self- +‎ play.

Noun

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self-play (uncountable)

  1. (machine learning) A technique for improving the performance of reinforcement learning agents by having them play against themselves.
    Self-play was used by the AlphaZero program to improve its performance in the games of chess, shogi and go.