Shaolin Ji

Orcid: 0000-0001-7420-2738

According to our database1, Shaolin Ji authored at least 22 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Optimization Under Rational Expectations: A Framework of Fully Coupled Forward-Backward Stochastic Linear Quadratic Systems.
Math. Oper. Res., August, 2023

Solving BSDEs based on novel multi-step schemes and multilevel Monte Carlo.
J. Comput. Appl. Math., 2023

2022
A Modified Method of Successive Approximations for Stochastic Recursive Optimal Control Problems.
SIAM J. Control. Optim., 2022

A Global Stochastic Maximum Principle for Forward-Backward Stochastic Control Systems with Quadratic Generators.
SIAM J. Control. Optim., 2022

Solving Stochastic Optimal Control Problem via Stochastic Maximum Principle with Deep Learning Method.
J. Sci. Comput., 2022

Optimal Learning Under Robustness and Time-Consistency.
Oper. Res., 2022

Maximum principle for stochastic optimal control problem of forward-backward stochastic difference systems.
Int. J. Control, 2022

Global Convergence of Successive Approximations for Non-convex Stochastic Optimal Control Problems.
CoRR, 2022

A deep learning method for solving stochastic optimal control problems driven by fully-coupled FBSDEs.
CoRR, 2022

2021
Kalman-Bucy Filtering and Minimum Mean Square Estimator under Uncertainty.
SIAM J. Control. Optim., 2021

A control method for solving high-dimensional Hamiltonian systems through deep neural networks.
CoRR, 2021

Novel multi-step predictor-corrector schemes for backward stochastic differential equations.
CoRR, 2021

2020
A filtering problem with uncertainty in observation.
Syst. Control. Lett., 2020

Three Algorithms for Solving High-Dimensional Fully Coupled FBSDEs Through Deep Learning.
IEEE Intell. Syst., 2020

Deep learning method for solving stochastic optimal control problem via stochastic maximum principle.
CoRR, 2020

A robust Kalman-Bucy filtering problem.
Autom., 2020

2019
The Existence and Uniqueness of Viscosity Solution to a Kind of Hamilton-Jacobi-Bellman Equation.
SIAM J. Control. Optim., 2019

2018
A Global Stochastic Maximum Principle for Fully Coupled Forward-Backward Stochastic Systems.
SIAM J. Control. Optim., 2018

2017
Explicit solutions for continuous time mean-variance portfolio selection with nonlinear wealth equations.
Syst. Control. Lett., 2017

2016
Stochastic Maximum Principle for Stochastic Recursive Optimal Control Problem Under Volatility Ambiguity.
SIAM J. Control. Optim., 2016

2006
A maximum principle for stochastic optimal control with terminal state constraints, and its applications.
Commun. Inf. Syst., 2006

2005
Sampling schedule design towards optimal drug monitoring for individualizing therapy.
Comput. Methods Programs Biomed., 2005


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