Open Topics

Bachelor's and Master's Theses, P1 and P2

The following contains currently open thesis topics in our areas of research. If you are interested in a topic or have a thesis idea of your own that might fit our research interests, please first contact our office staff at sek.swa(at)univie.ac.at with the topic(s) you are interested in. You will then be redirected to the corresponding supervisor if the topic is still available.

Please note that in addition to finding a supervisor for your Bachelor or Master thesis, or your P1/P2 project, you also have to register for the correct course group. The SWA group manages the following groups:

• 051080-3 Group 3 of Practical Course with Bachelor's Thesis
• 053021-3 Group 3 of Practical Course: Computer Science 1
• 053031-3 Group 3 of Practical Course: Computer Science 2
• 053049-3 Group 3 of Master Seminar

• Code Complexity Analysis in MARL Algorithms
• Tracking Hyperparameter Evolution across RL Pipelines
• Measuring Hyperparameter Complexity across RL Algorithms
• Design and Evaluation of a Collaborative Agent Architecture with Lifecycle Management
• Automating Agentic AI Integration in an MLOps/RLOps Workflow
• Automated quality checking for MLOps pipelines
• Workflow and system behavior analysis: How to improve and optimize development handover
• Anomaly detection and prediction in workflow and service based systems
• Investigating model metrics and software engineering aspects for the monitoring of RLOps
• Analysis of the versioned dependencies in CI/CD pipelines for security and reliability
• Agentic AI in Autonomic Computing