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Zhenjie Ren
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Zhenjie Ren22 visible / 22 total nodes / 60 links

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Related contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onRelated contextWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalZhenjie RenAZhenjie RenResearcherContinuous-time q-learning for mean-field control with common noise, part-I: Theoretical foundationsWContinuous-time q-learn...preprint / 2026Continuous-time q-learning for mean-field control with common noise, part-II: q-learning algorithmsWContinuous-time q-learn...preprint / 2026Discrete Flow Matching: Convergence Guarantees Under Minimal AssumptionsWDiscrete Flow Matching:...preprint / 2026Xiaoli WeiAXiaoli WeiResearcherXiang YuAXiang YuResearcherXun Yu ZhouAXun Yu ZhouResearcherGiovanni ConfortiAGiovanni ConfortiResearcherAlain DurmusAAlain DurmusResearcherLe-Tuyet-Nhi PhamALe-Tuyet-Nhi PhamResearcherMachine LearningTMachine Learning49008 worksmath.OCTmath.OC9232 worksMultiagent SystemsTMultiagent Systems1840 worksNonlinear predictable representation and $L^1$-solutions of backward SDEs and second-order backward SDEsWNonlinear predictable r...preprint / 2022Comparison of Viscosity Solutions of Semi-linear Path-Dependent PDEsWComparison of Viscosity...preprint / 2014Perron's method for viscosity solutions of semilinear path dependent PDEsWPerron's method for vis...preprint / 2015An overview of Viscosity Solutions of Path-Dependent PDEsWAn overview of Viscosit...preprint / 2014Comparison of viscosity solutions of fully nonlinear degenerate parabolic Path-dependent PDEsWComparison of viscosity...preprint / 2015Viscosity Solutions of Fully Nonlinear Elliptic Path Dependent PDEsWViscosity Solutions of ...preprint / 2016On the convergence of monotone schemes for path-dependent PDEWOn the convergence of m...preprint / 2016Second order backward SDE with random terminal timeWSecond order backward S...preprint / 2022Random horizon principal-agent problemsWRandom horizon principa...preprint / 2022
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Zhenjie Ren

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PaperContinuous-time q-learning for mean-field control with common noise, part-I: Theoretical foundationsAuthorship / preprint / 2026PaperContinuous-time q-learning for mean-field control with common noise, part-II: q-learning algorithmsAuthorship / preprint / 2026PaperDiscrete Flow Matching: Convergence Guarantees Under Minimal AssumptionsAuthorship / preprint / 2026PersonXiaoli WeiCo-authorship / ResearcherPersonXiang YuCo-authorship / ResearcherPersonXun Yu ZhouCo-authorship / ResearcherPersonGiovanni ConfortiCo-authorship / ResearcherPersonAlain DurmusCo-authorship / Researcher

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