5k citations · 11k across the 51 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…
stat.ML2013★ 87 cited
Improving Deep Neural Networks with Probabilistic Maxout Units
Jost Tobias Springenberg, Martin Riedmiller
We present a probabilistic variant of the recently introduced maxout unit. The success of deep neural networks utilizing maxout can partly be attributed to favorable performance un…