10.1k citations · 22.8k across the 27 of their papers we have counts for
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cs.LG2013★ 5k cited
Playing Atari with Deep Reinforcement Learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver +4
We present the first deep learning model to successfully learn control policies directly from high-dimensional sensory input using reinforcement learning. The model is a convolutio…
cs.LG2013★ 103 cited
Deep AutoRegressive Networks
Karol Gregor, Ivo Danihelka, Andriy Mnih +2
We introduce a deep, generative autoencoder capable of learning hierarchies of distributed representations from data. Successive deep stochastic hidden layers are equipped with aut…