Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks.
Xiang JiMinshuo ChenMengdi WangTuo ZhaoPublished in: CoRR (2022)
Keyphrases
- sample complexity
- learning algorithm
- upper bound
- learning problems
- special case
- generalization error
- active learning
- supervised learning
- lower bound
- least squares
- training examples
- sample size
- reinforcement learning
- high dimensional
- low dimensional
- machine learning
- markov decision processes
- data mining
- semi supervised
- computer vision