TU Wien

Forschungsprojekte

• ASP-Based Probabilistic Policy Fixing for Norm Compliant RL Reinforcement learning (RL) is commonly used to learn reward-optimizing policies. However, RL policies are no…
• Artificial Intelligence in Clinical Medicine: A ComprehensiveReview of Diagnostic Algorithms, Therapeutic Decision-Making,and Future Frontiers Artificial intelligence (AI) has emerged as a transformative force in clinical medicine, reshaping how diseas…
• Normative Narrator: Guiding and Explaining Reinforcement Learning Agents A normative supervisor is an external module that uses a formal reasoning engine to impose normative constrai…
• Beyond Uniform: To Boldly Abstract What Has Not Been Abstracted Before The ability to abstract is important in AI systems and in problem solving, as generalizing over irrelevant de…
• Scalable Learning of Challenging Normative Behaviours with Deep RL The acceptance of AI agents in daily life hinges on their alignment with social, moral, and legal norms, and…
• Lubricant degradation in internal combustion engines correlation with artificial ageing Ziel dieser Arbeit war es, die Öldegradation in Verbrennungsmotoren besser zu verstehen und gebrauchte Öle du…
• Simulation of artificial muscles approaches compared to natural muscles Personen, die Gliedmaßen verloren haben oder eine Amputation erlebt haben, sind auf moderne Prothesen angewie…
• Head and Neck Oncology: Comprehensive Care for the Complex Patient Head and neck cancers (HNCs), comprising a heterogeneous group of malignancies arising from the mucosal linin…
• Oral Cancer: The Intersection of Medicine and Dentistry Oral squamous cell carcinoma (OSCC) represents a significant global health burden, characterized by high morb…
• Neoplasia: Principles of Diagnosis and Management Neoplasia, the pathologic process of new and uncontrolled cellular growth, represents a fundamental challenge…
• Cancer Stem Cells in Oral Neoplasms: Implications for Therapy and Recurrence Oral squamous cell carcinoma (OSCC), the predominant malignancy of the oral cavity, is characterized by high…
• Telehealth and Teledentistry in Oral Cancer Screening for Underserved Populations Oral cancer represents a significant and persistent public health disparity, disproportionately impacting und…