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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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5G wireless technology from Austria for flexible production lines
2018 (AIT): In future it will be absolutely essential that industrial production lines can be dynamically reconfigured, allowing production equipment to be quickly adjusted to product and process changes [...] high-tech expertise in the field of intelligent antennae and radio wave propagation in challenging dynamic settings. AIT is now developing so-called low-latency key technologies together with Siemens Austria [...] efficiency necessitate an extremely high level of availability, as well as minimal latencies for highly dynamic control operations,” says Martin Schiefer, Head of the Radio Frequency Research Group at Siemens
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Innovative Tools for Consumer Protection
tung Austria (IPA) developed tools for the technology-based analysis of so-called personnel and dynamic pricing. With the help of a specially designed web crawler, local, time-dependent and device-related [...] protect online customers from fraud to be protected by fake shops. Structures change quickly and dynamically The results of the current project illustrate how the ranking of search results and the mechanisms [...] Amazon - with the structure (functions, products, additional cost display, etc.) changing very dynamically and quickly. For example, products that are sold by Amazon as a retailer are systematically ranked
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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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Trusting artificial intelligence is a double-edged sword
infrastructure, high-level standards are most important. And there is the need for parallel and dynamic monitoring, which means twin systems for constant benchmarking and controlling. If there is a divergence
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International conference: digital security calls for greater global cooperation
In his keynote, he presented Austria’s security research programme and noted the high quality and dynamism of the Austrian R&D landscape. Karl Nehammer, Federal Minister of the Interior, opened the second
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