Jihao Long
Results

Journal Article
An L2 Analysis of Reinforcement Learning in High Dimensions with Kernel and Neural Network Approximation
CSIAM Transactions on Applied Mathematics, Vol. 3 (2022), Iss. 2 : pp. 191–220

Journal Article
Reinforcement Learning with Function Approximation: From Linear to Nonlinear
Journal of Machine Learning, Vol. 2 (2023), Iss. 3 : pp. 161–193

Journal Article
Perturbational Complexity by Distribution Mismatch: A Systematic Analysis of Reinforcement Learning in Reproducing Kernel Hilbert Space
Journal of Machine Learning, Vol. 1 (2022), Iss. 1 : pp. 1–37