Nam, Taewook
- Skill-based Meta-Reinforcement Learning
2022/04/25 by Taewook Nam, Shao-Hua Sun, Nam, Taewook +7 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- LiFT: Unsupervised Reinforcement Learning with Foundation Models as Teachers
2023/12/14 by Taewook Nam, Nam, Taewook, Juyong Lee +9 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Topic Modeling
- Meta Dropout: Learning to Perturb Features for Generalization
2019/05/30 by Haebeom Lee, Taewook Nam, Lee, Hae Beom +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification