19 citations · 33 across the 3 of their papers we have counts for
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cs.LG2019★ 13 cited
Novelty Detection Via Blurring
Sungik Choi, Sae-Young Chung
Conventional out-of-distribution (OOD) detection schemes based on variational autoencoder or Random Network Distillation (RND) have been observed to assign lower uncertainty to the…
cs.LG2018★ 19 cited
Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update
Su Young Lee, Sungik Choi, Sae-Young Chung
We propose Episodic Backward Update (EBU) - a novel deep reinforcement learning algorithm with a direct value propagation. In contrast to the conventional use of the experience rep…