137 citations · 527 across the 41 of their papers we have counts for
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cs.LG2016★ 56 cited
Graying the black box: Understanding DQNs
Tom Zahavy, Nir Ben Zrihem, Shie Mannor
In recent years there is a growing interest in using deep representations for reinforcement learning. In this paper, we present a methodology and tools to analyze Deep Q-networks (…
cs.LG2016★ 14 cited
Ensemble Robustness and Generalization of Stochastic Deep Learning Algorithms
Tom Zahavy, Bingyi Kang, Alex Sivak +3
The question why deep learning algorithms generalize so well has attracted increasing research interest. However, most of the well-established approaches, such as hypothesis capaci…