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Human-level control through deep reinforcement learning
- Volodymyr Mnih, K. Kavukcuoglu, D. Hassabis
- Computer ScienceNature
- 26 February 2015
TLDR
Overcoming catastrophic forgetting in neural networks
- J. Kirkpatrick, Razvan Pascanu, R. Hadsell
- Computer ScienceProceedings of the National Academy of Sciences
- 2 December 2016
TLDR
Mastering the game of Go with deep neural networks and tree search
- David Silver, Aja Huang, D. Hassabis
- Computer ScienceNature
- 28 January 2016
TLDR
Highly accurate protein structure prediction with AlphaFold
- J. Jumper, Richard Evans, D. Hassabis
- Biology, Computer ScienceNature
- 15 July 2021
TLDR
Mastering the game of Go without human knowledge
- David Silver, Julian Schrittwieser, D. Hassabis
- Computer ScienceNature
- 19 October 2017
TLDR
Hybrid computing using a neural network with dynamic external memory
- A. Graves, Greg Wayne, D. Hassabis
- Computer ScienceNature
- 27 October 2016
TLDR
Patients with hippocampal amnesia cannot imagine new experiences
- D. Hassabis, D. Kumaran, S. Vann, E. Maguire
- Psychology, BiologyProceedings of the National Academy of Sciences
- 30 January 2007
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A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
- David Silver, T. Hubert, D. Hassabis
- Computer ScienceScience
- 7 December 2018
TLDR
Parallel WaveNet: Fast High-Fidelity Speech Synthesis
- Aäron van den Oord, Yazhe Li, D. Hassabis
- Computer ScienceICML
- 28 November 2017
The recently-developed WaveNet architecture is the current state of the art in realistic speech synthesis, consistently rated as more natural sounding for many different languages than any previous…
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
- David Silver, T. Hubert, D. Hassabis
- Computer ScienceArXiv
- 5 December 2017
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