On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning.
Guy TennenholtzAssaf HallakGal DalalShie MannorGal ChechikUri ShalitPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- covariate shift
- model selection
- domain adaptation
- semi supervised learning
- training and test data
- machine learning
- learning problems
- transfer learning
- latent variables
- learning algorithm
- data generation
- supervised learning
- active learning
- learning process
- test data
- unsupervised learning
- least squares
- unlabeled data
- cross validation
- support vector machine
- document classification
- pairwise
- decision trees
- feature selection