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Research paper

Mastering the game of Go with deep neural networks and tree search

At a glance

AlphaGo combined neural networks and search to beat a professional Go player.

In one paragraph

Introduced AlphaGo, combining neural networks trained on expert games and self-play with search through possible moves, becoming the first program to beat a professional Go player.

Authors 20

  1. David Silver
  2. Aja Huang
  3. Chris J. Maddison
  4. Arthur Guez
  5. Laurent Sifre
  6. George van den Driessche
  7. Julian Schrittwieser
  8. Ioannis Antonoglou
  9. Veda Panneershelvam
  10. Marc Lanctot
  11. Sander Dieleman
  12. Dominik Grewe
  13. John Nham
  14. Nal Kalchbrenner
  15. Ilya Sutskever
  16. Timothy Lillicrap
  17. Madeleine Leach
  18. Koray Kavukcuoglu
  19. Thore Graepel
  20. Demis Hassabis