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Andrzej Ruszczynski
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Andrzej Ruszczynski17 visible / 17 total nodes / 36 links

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Related contextRelated contextRelated contextCo-authorshipWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAndrzej RuszczynskiAAndrzej RuszczynskiResearcherTiangang ZhangATiangang ZhangResearcherReinforcement Learning with Markov Risk Measures and Multipattern Risk ApproximationWReinforcement Learning ...preprint / 2026A Dual Method For Backward Stochastic Differential Equations with Application to Risk ValuationWA Dual Method For Backw...preprint / 2020Discrete-Time Approximation of Risk-Averse Control Problems for Diffusion ProcessesWDiscrete-Time Approxima...preprint / 2016Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksmath.OCTmath.OC9232 worksRisk-Averse Learning by Temporal Difference MethodsWRisk-Averse Learning by...preprint / 2020Subregular Recourse in Nonlinear Multistage Stochastic OptimizationWSubregular Recourse in ...preprint / 2020Common Mathematical Foundations of Expected Utility and Dual Utility TheoriesWCommon Mathematical Fou...preprint / 2012Risk-Averse Control of Undiscounted Transient Markov ModelsWRisk-Averse Control of ...preprint / 2014Rate of Convergence of the Bundle MethodWRate of Convergence of ...preprint / 2016Process-Based Risk Measures and Risk-Averse Control of Discrete-Time SystemsWProcess-Based Risk Meas...preprint / 2016Alternating Linearization for Structured Regularization ProblemsWAlternating Linearizati...preprint / 2014Statistical Estimation of Composite Risk Functionals and Risk Optimization ProblemsWStatistical Estimation ...preprint / 2015Selective Linearization For Multi-Block Convex OptimizationWSelective Linearization...preprint / 2016
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Andrzej Ruszczynski

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PersonTiangang ZhangCo-authorship / ResearcherPaperReinforcement Learning with Markov Risk Measures and Multipattern Risk ApproximationAuthorship / preprint / 2026PaperA Dual Method For Backward Stochastic Differential Equations with Application to Risk ValuationAuthorship / preprint / 2020PaperDiscrete-Time Approximation of Risk-Averse Control Problems for Diffusion ProcessesAuthorship / preprint / 2016TopicMachine LearningWorks on / 49008 worksTopicArtificial IntelligenceWorks on / 22915 worksTopicmath.OCWorks on / 9232 worksPaperRisk-Averse Learning by Temporal Difference MethodsAuthorship / preprint / 2020

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