5k citations · 9.8k across the 18 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★ 48 cited
Unit Tests for Stochastic Optimization
Tom Schaul, Ioannis Antonoglou, David Silver
Optimization by stochastic gradient descent is an important component of many large-scale machine learning algorithms. A wide variety of such optimization algorithms have been devi…