Model-Free and Model-Based Active Learning for Regression.
Jack O'NeillSarah Jane DelanyBrian Mac NameePublished in: UKCI (2016)
Keyphrases
- model free
- active learning
- reinforcement learning
- function approximation
- reinforcement learning algorithms
- policy iteration
- temporal difference
- regression model
- impedance control
- transfer learning
- unlabeled data
- model selection
- supervised learning
- semi supervised
- training set
- selective sampling
- policy evaluation
- labeled data
- linear regression
- least squares
- random sampling
- learning process
- learning algorithm
- neural network