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Ruimeng Hu

A Deep Learning Analysis of Climate Change, Innovation, and Uncertainty

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Oct 19, 2023
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Deep Reinforcement Learning for Infinite Horizon Mean Field Problems in Continuous Spaces

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Sep 19, 2023
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Stochastic Delay Differential Games: Financial Modeling and Machine Learning Algorithms

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Jul 12, 2023
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Directed Chain Generative Adversarial Networks

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May 05, 2023
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Recent Developments in Machine Learning Methods for Stochastic Control and Games

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Mar 17, 2023
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Convergence of the Backward Deep BSDE Method with Applications to Optimal Stopping Problems

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Oct 08, 2022
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Pandemic Control, Game Theory and Machine Learning

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Aug 18, 2022
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Learning High-Dimensional McKean-Vlasov Forward-Backward Stochastic Differential Equations with General Distribution Dependence

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Apr 25, 2022
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Signatured Deep Fictitious Play for Mean Field Games with Common Noise

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Jun 06, 2021
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A Class of Dimensionality-free Metrics for the Convergence of Empirical Measures

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Apr 27, 2021
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