How to Leverage Unlabeled Data in Offline Reinforcement Learning.
Tianhe YuAviral KumarYevgen ChebotarKarol HausmanChelsea FinnSergey LevinePublished in: CoRR (2022)
Keyphrases
- unlabeled data
- reinforcement learning
- labeled data
- semi supervised learning
- supervised learning
- semi supervised
- learning algorithm
- active learning
- co training
- transfer learning
- training data
- semi supervised classification
- text categorization
- text classification
- data points
- labeled and unlabeled data
- training examples
- unsupervised learning
- machine learning
- labeled training data
- labeled examples
- training set
- domain adaptation
- learning problems
- semisupervised learning
- number of labeled examples
- label propagation
- small set of labeled
- neural network
- learning tasks
- class labels
- feature selection
- supervised learning algorithms
- learning process
- decision trees
- pairwise
- labeled instances
- prior knowledge
- small number