294 citations
- Zhejiang UniversityCN86 papers
- Fudan UniversityCN60 papers
- Tsinghua UniversityCN41 papers
- Chinese Academy of SciencesCN30 papers
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- University of California San DiegoUS17 papers
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Showing 2021 · cs.LGShow all
2 papers · 2 filters
cs.LG2021★ 3 cited
Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning
Jinxin Liu, Hao Shen, Donglin Wang +2
Unsupervised reinforcement learning aims to acquire skills without prior goal representations, where an agent automatically explores an open-ended environment to represent goals an…
cs.LG2021★ 122 cited
Co-learning: Learning from Noisy Labels with Self-supervision
Cheng Tan, Jun Xia, Lirong Wu +1
Noisy labels, resulting from mistakes in manual labeling or webly data collecting for supervised learning, can cause neural networks to overfit the misleading information and degra…