Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks.
Xiang JiMinshuo ChenMengdi WangTuo ZhaoPublished in: ICLR (2023)
Keyphrases
- sample complexity
- learning algorithm
- upper bound
- supervised learning
- lower bound
- generalization error
- active learning
- learning problems
- special case
- sample size
- training data
- reinforcement learning
- high dimensional
- manifold learning
- training examples
- machine learning
- computer vision
- unlabeled data
- pairwise
- feature extraction