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20202024
most citedA Backward SDE Method for Uncertainty Quantification in Deep Learning

1 citations · 1 across the 6 of their papers we have counts for

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math.OC2024

Convergence Analysis for A Stochastic Maximum Principle Based Data Driven Feedback Control Algorithm

Siming Liang, Hui Sun, Richard Archibald +1

This paper presents convergence analysis of a novel data-driven feedback control algorithm designed for generating online controls based on partial noisy observational data. The al…

math.OC2024

An Online Algorithm for Solving Feedback Optimal Control Problems with Partial Observations

Siming Liang, Ruoyu Hu, Feng Bao +2

This paper presents a novel methodology to tackle feedback optimal control problems in scenarios where the exact state of the controlled process is unknown. It integrates data assi…