Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning.
Philip AmortilaTongyi CaoAkshay KrishnamurthyPublished in: CoRR (2024)
Keyphrases
- covariate shift
- model selection
- reinforcement learning
- regression model
- domain adaptation
- semi supervised learning
- machine learning
- cross validation
- data generation
- learning algorithm
- support vector
- training and test data
- semi supervised
- pairwise
- transfer learning
- learning problems
- linear regression
- learning process
- active learning
- data sets
- feature space
- feature selection
- regression methods