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Long, Jihao
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1

Learning High-Dimensional McKean–Vlasov Forward-Backward St..:

Han, Jiequn ; Hu, Ruimeng ; Long, Jihao
SIAM Journal on Numerical Analysis.  62 (2024)  1 - p. 1-24 , 2024
Link: https://doi.org/10.1137/..
 
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2

A class of dimension-free metrics for the convergence of em..:

Han, Jiequn ; Hu, Ruimeng ; Long, Jihao
Stochastic Processes and their Applications.  164 (2023)  - p. 242-287 , 2023
Link: https://doi.org/10.1016/..
 
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3

Convergence of the deep BSDE method for coupled FBSDEs:

Han, Jiequn ; Long, Jihao
Probability, Uncertainty and Quantitative Risk.  5 (2020)  1 - p. , 2020
Link: https://doi.org/10.1186/..
 
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4

Learning Free Terminal Time Optimal Closed-loop Control of ..:

Hu, Wei ; Zhao, Yue ; E, Weinan..
http://arxiv.org/abs/2311.17749.  , 2023
Link: http://arxiv.org/abs/231..
 
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5

Reinforcement Learning with Function Approximation: From Li..:

Long, Jihao ; Han, Jiequn
http://arxiv.org/abs/2302.09703.  , 2023
Link: http://arxiv.org/abs/230..
 
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6

The $L^\infty$ Learnability of Reproducing Kernel Hilbert S..:

Chen, Hongrui ; Long, Jihao ; Wu, Lei
http://arxiv.org/abs/2306.02833.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

A duality framework for generalization analysis of random f..:

Chen, Hongrui ; Long, Jihao ; Wu, Lei
http://arxiv.org/abs/2305.05642.  , 2023
Link: http://arxiv.org/abs/230..
 
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8

A Machine Learning Enhanced Algorithm for the Optimal Landi..:

Zang, Yaohua ; Long, Jihao ; Zhang, Xuanxi...
http://arxiv.org/abs/2203.06753.  , 2022
Link: http://arxiv.org/abs/220..
 
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9

Empowering Optimal Control with Machine Learning: A Perspec..:

E, Weinan ; Han, Jiequn ; Long, Jihao
http://arxiv.org/abs/2205.07990.  , 2022
Link: http://arxiv.org/abs/220..
 
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10

Learning High-Dimensional McKean-Vlasov Forward-Backward St..:

Han, Jiequn ; Hu, Ruimeng ; Long, Jihao
http://arxiv.org/abs/2204.11924.  , 2022
Link: http://arxiv.org/abs/220..
 
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11

Solving optimal control of rigid-body dynamics with collisi..:

Hu, Wei ; Long, Jihao ; Zang, Yaohua..
http://arxiv.org/abs/2205.08622.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

Initial Value Problem Enhanced Sampling for Closed-Loop Opt..:

Zhang, Xuanxi ; Long, Jihao ; Hu, Wei..
http://arxiv.org/abs/2209.04078.  , 2022
Link: http://arxiv.org/abs/220..
 
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13

An $L^2$ Analysis of Reinforcement Learning in High Dimensi..:

Long, Jihao ; Han, Jiequn ; E, Weinan
http://arxiv.org/abs/2104.07794.  , 2021
Link: http://arxiv.org/abs/210..
 
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14

A spectral-based analysis of the separation between two-lay..:

Wu, Lei ; Long, Jihao
http://arxiv.org/abs/2108.04964.  , 2021
Link: http://arxiv.org/abs/210..
 
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15

Perturbational Complexity by Distribution Mismatch: A Syste..:

Long, Jihao ; Han, Jiequn
http://arxiv.org/abs/2111.03469.  , 2021
Link: http://arxiv.org/abs/211..
 
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