Inhaltstyp
Kategorien
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AI & MACHINE LEARNING
- /en/research-topics/ai-machine-learning
which we then implement. Reinforcement Learning & Approximate Dynamic Programming In theory, multistage decision problems can be solved by dynamic programming (DP), a method for determining optimal control [...] y intractable. We address and overcome this hurdle using reinforcement learning and approximate dynamic programming . Both produce suboptimal policies/control inputs with, however, sufficiently adequate [...] Selecting and training the right model for the right task allows us to solve problems such as static or dynamic regression, predictive maintenance, and outlier or anomaly detection. Model Selection & Assessment
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SYSTEM DESIGN, MODELLING & IDENTIFICATION
- /en/research-topics/system-design-modelling-identification
Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] relations and interactions, boundaries and interfaces, dominant nonlinearities, as well as their dynamic behaviour and its relevant time scales. Furthermore, we assess deterministic or stochastic behaviour [...] highly innovative automation systems are mathematical models of the underlying system. Complex dynamical systems are characterised by challenging properties like nonlinearities, multiple-inputs-multip
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Control, Planning & Decision-Making
- /en/research-topics/control-planning-decision-making
(e.g., PID) still dominate the current industrial standard for the control of real-world complex dynamical systems. Linear controllers disallow systematic consideration of the system-inherent properties [...] Lösung Sustainable & Optimal Manufacturing Systems Research Groups Involved Research Group Complex Dynamical Systems Research Group High-Performance Vision Systems × Kontakt Formular Pflichtfelder sind mit [...] markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center VAC +43 664 88256087 tobias.glueck(at)ait.ac.at × Kontakt Formular Pflichtfelder
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Sustainable & flexible Manufacturing Systems
- /en/solutions/sustainable-flexible-manufacturing-systems
Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] Name * E-Mail * Betreff * Nachricht * Send Dr. Martin Niederer Senior Research Engineer Complex Dynamical Systems Center VAC +43 664 88256031 martin.niederer(at)ait.ac.at To the Center for Vision, Automation [...] Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous Systems Complex Dynamical Systems
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Perception, Localisation & Mapping
- /en/research-topics/perception-localisation-mapping
to handle objects, require detailed maps with a semantic segmentation of the content, as well as dynamic updating to capture the scenarios correctly. The maps can be created and adjusted by sensors such [...] Research Groups Involved Research Group Assistive & Autonomous Systems Forschungsgruppe Complex Dynamical Systems Selected Projects Autility / Smarter Hopper Arctis / HARV-EST ODAS Straßenbahnassistenzsystem [...] Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous System Complex Dynamical Systems
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Business Location Austria: Deep tech made in Austria - Quantum technologies
at the Foreign Ministry), the diplomats in attendance were able to deepen their knowledge of the dynamic Austrian quantum tech ecosystem and the transformative potential of quantum technology in the global
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7th B2B Softwaredays 2023
becomes a necessity to ensure economic growth and social equity in Europe. To keep up with the dynamics of digitalization, data must be shared, but users, whether citizens or companies, often lose control
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