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Research Area: Industrial Applications of Machine Learning Techniques

Machine learning techniques are intended to improve data analysis and process engineering. Therefore it is necessary to validate algorithms and approaches not only on artificial data, but also in practical applications, since real tasks have different demands than artificial benchmarks. Our group has successfully carried out several projects with industrial partners in the domain of neural computation and data analysis, as well as reinforcement learning.

Projects in neural computation and data analysis:

Projects in reinforcement learning:

See also our publications page for further information.