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A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

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Science  07 Dec 2018:
Vol. 362, Issue 6419, pp. 1140-1144
DOI: 10.1126/science.aar6404

Article Information

vol. 362 no. 6419 1140-1144

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History: 
  • Received for publication March 2, 2018
  • Accepted for publication November 7, 2018

Author Information

  1. David Silver1,2,*,,
  2. Thomas Hubert1,*,
  3. Julian Schrittwieser1,*,
  4. Ioannis Antonoglou1,
  5. Matthew Lai1,
  6. Arthur Guez1,
  7. Marc Lanctot1,
  8. Laurent Sifre1,
  9. Dharshan Kumaran1,
  10. Thore Graepel1,
  11. Timothy Lillicrap1,
  12. Karen Simonyan1,
  13. Demis Hassabis1,
  1. 1DeepMind, 6 Pancras Square, London N1C 4AG, UK.
  2. 2University College London, Gower Street, London WC1E 6BT, UK.
  1. Corresponding author. Email: davidsilver{at}google.com (D.S.); dhcontact{at}google.com (D.H.)
  1. * These authors contributed equally to this work.

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Dec 20181025412137139950
Jan 20191844159612254
Feb 2019706234701100
Mar 201951232780942
Apr 201937072336741
May 201922361462420