Research Article

Human-level performance in 3D multiplayer games with population-based reinforcement learning

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Science  31 May 2019:
Vol. 364, Issue 6443, pp. 859-865
DOI: 10.1126/science.aau6249

Article Information

vol. 364 no. 6443 859-865

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History: 
  • Received for publication July 3, 2018
  • Accepted for publication May 2, 2019
  • .

Author Information

  1. Max Jaderberg*,,
  2. Wojciech M. Czarnecki*,,
  3. Iain Dunning,
  4. Luke Marris,
  5. Guy Lever,
  6. Antonio Garcia Castañeda,
  7. Charles Beattie,
  8. Neil C. Rabinowitz,
  9. Ari S. Morcos,
  10. Avraham Ruderman,
  11. Nicolas Sonnerat,
  12. Tim Green,
  13. Louise Deason,
  14. Joel Z. Leibo,
  15. David Silver,
  16. Demis Hassabis,
  17. Koray Kavukcuoglu,
  18. Thore Graepel
  1. DeepMind, London, UK.
  1. *Corresponding author. Email: lejlot{at}google.com (W.M.C.); jaderberg{at}google.com (M.J.)
  1. These authors contributed equally to this work.

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