97 citations · 350 across the 22 of their papers we have counts for
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cs.LG2021★ 4 cited
Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning
Dhruv Shah, Peng Xu, Yao Lu +4
Reinforcement learning can train policies that effectively perform complex tasks. However for long-horizon tasks, the performance of these methods degrades with horizon, often nece…
cs.LG2018★ 54 cited
Anomaly Detection for Skin Disease Images Using Variational Autoencoder
Yuchen Lu, Peng Xu
In this paper, we demonstrate the potential of applying Variational Autoencoder (VAE) [10] for anomaly detection in skin disease images. VAE is a class of deep generative models wh…