747 citations · 902 across the 22 of their papers we have counts for
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cs.LG2019★ 17 cited
Dynamics-aware Embeddings
William Whitney, Rajat Agarwal, Kyunghyun Cho +1
In this paper we consider self-supervised representation learning to improve sample efficiency in reinforcement learning (RL). We propose a forward prediction objective for simulta…
cs.LG2019★ 1 cited
Disentangling Video with Independent Prediction
William F. Whitney, Rob Fergus
We propose an unsupervised variational model for disentangling video into independent factors, i.e. each factor's future can be predicted from its past without considering the othe…