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Research paper

Mastering the game of Go without human knowledge

At a glance

AlphaGo Zero learned Go through self-play without examples of human games.

In one paragraph

Introduced AlphaGo Zero, which learned Go by playing against itself, using only the game’s rules rather than examples of human play. It beat the earlier AlphaGo system that defeated world champion Lee Sedol by 100 games to zero.

Authors 17

  1. David Silver
  2. Julian Schrittwieser
  3. Karén Simonyan
  4. Ioannis Antonoglou
  5. Aja Huang
  6. Arthur Guez
  7. Thomas Hubert
  8. Lucas Baker
  9. Matthew Lai
  10. Adrian Bolton
  11. Yutian Chen
  12. Timothy Lillicrap
  13. Fan Hui
  14. Laurent Sifre
  15. George van den Driessche
  16. Thore Graepel
  17. Demis Hassabis

Organizations

Credited for this work at publication.