Learning to Label with Active Learning and Reinforcement Learning.
Xiu TangSai WuGang ChenKe ChenLidan ShouPublished in: DASFAA (2) (2021)
Keyphrases
- active learning
- reinforcement learning
- learning process
- learning algorithm
- supervised learning
- learning problems
- learning strategies
- learning tasks
- learning capabilities
- learning systems
- class labels
- function approximation
- action selection
- prior knowledge
- evolutionary learning
- exploration exploitation
- training examples
- unlabeled data
- machine learning
- state space
- incremental learning
- version space
- learning agents
- active exploration
- labeling effort
- active learning framework