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Deep Learning Reading List


31 May 2016

Deep Learning Reading List

List of reading lists and survey papers:

  • Books

    • Deep Learning, Yoshua Bengio, Ian Goodfellow, Aaron Courville, MIT Press, In preparation.
  • Review Papers

  • Reinforcement Learning

    • Mnih, Volodymyr, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, and Martin Riedmiller. “Playing Atari with deep reinforcement learning.” arXiv preprint arXiv:1312.5602 (2013).
    • Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu. “Recurrent Models of Visual Attention” ArXiv e-print, 2014.

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