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Stefan Streif
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Stefan Streif17 visible / 17 total nodes / 27 links

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Related contextCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalStefan StreifAStefan StreifResearcherHierarchical Causal Abduction: A Foundation Framework for Explainable Model Predictive ControlWHierarchical Causal Abd...preprint / 2026Ramesh Arvind NaagarajanARamesh Arvind NaagarajanResearcherZühal WagnerAZühal WagnerResearcherEstimation of consistent parameter sets for continuous-time nonlinear systems using occupation measures and LMI relaxationsWEstimation of consisten...preprint / 2013Probabilistic and Set-based Model Invalidation and Estimation using LMIsWProbabilistic and Set-b...preprint / 2013Stochastic Nonlinear Model Predictive Control with Efficient Sample Approximation of Chance ConstraintsWStochastic Nonlinear Mo...preprint / 2014Artificial IntelligenceTArtificial Intelligence22915 worksMachine LearningTMachine Learning49008 worksApproximate infinite-horizon predictive controlWApproximate infinite-ho...preprint / 2022On performance bound estimation in NMPC with time-varying terminal costWOn performance bound es...preprint / 2021Design and validation of a low cost programmable controlled environment for study and production of plants, mushroom, and insect larvaeWDesign and validation o...preprint / 2019A Probabilistic Approach to Robust Optimal Experiment Design with Chance ConstraintsWA Probabilistic Approac...preprint / 2014Stability for Receding-horizon Stochastic Model Predictive ControlWStability for Receding-...preprint / 2015Performance bounds of adaptive MPC with bounded parameter uncertaintiesWPerformance bounds of a...preprint / 2022A stabilizing reinforcement learning approach for sampled systems with partially unknown modelsWA stabilizing reinforce...preprint / 2022Generating a robustly stabilizable class of nonlinear systems for the converse optimality problemWGenerating a robustly s...preprint / 2022
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Stefan Streif

Researcher

PaperHierarchical Causal Abduction: A Foundation Framework for Explainable Model Predictive ControlAuthorship / preprint / 2026PersonRamesh Arvind NaagarajanCo-authorship / ResearcherPersonZühal WagnerCo-authorship / ResearcherPaperEstimation of consistent parameter sets for continuous-time nonlinear systems using occupation measures and LMI relaxationsAuthorship / preprint / 2013PaperProbabilistic and Set-based Model Invalidation and Estimation using LMIsAuthorship / preprint / 2013PaperStochastic Nonlinear Model Predictive Control with Efficient Sample Approximation of Chance ConstraintsAuthorship / preprint / 2014TopicArtificial IntelligenceWorks on / 22915 worksTopicMachine LearningWorks on / 49008 works

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