Princeton University; Georgia Institute of Technology
Xiang Ji, Minshuo Chen, Mengdi Wang, Tuo Zhao
RL theory;deep off-policy evaluation;neural network function approximation;manifold data
Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks