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Jihao Long

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An $L^2$ Analysis of Reinforcement Learning in High Dimensions with Kernel and Neural Network Approximation

Journal Article

An $L^2$ 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

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Reinforcement Learning with Function Approximation: From Linear to Nonlinear

Journal Article

Reinforcement Learning with Function Approximation: From Linear to Nonlinear

Journal of Machine Learning, Vol. 2 (2023), Iss. 3 : pp. 161–193

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Perturbational Complexity by Distribution Mismatch: A Systematic Analysis of Reinforcement Learning in Reproducing Kernel Hilbert Space

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

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