Human-level control through deep reinforcement learning ​

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Authors: Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, et al.
Year: 2015
Journal: Nature
DOI: 10.1038/nature14236
Publisher: https://www.nature.com/articles/nature14236

Keywords: deep reinforcement learning, dqn, atari

Abstract ​

We propose a deep Q-network that combines reinforcement learning with deep neural networks and demonstrate human-level performance on Atari 2600 games.

Cite this paper ​

@misc{dqnatari2015,
  title  = {Human-level control through deep reinforcement learning},
  author = {Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, et al.},
  year   = {2015},
  journal = {Nature},
  doi    = {10.1038/nature14236},
  url    = {https://doi.org/10.1038/nature14236},
}

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