Prof. Dr.-Ing. Thorsten Schöler
Areas of Expertise
Artificial Intelligence and Decision-Making
- Neuro-symbolic AI and Consistent Decision-Making Logic
- Reinforcement Learning and Planning in Uncertain Environments
- AI-Based Forecasting and Error Detection in Industrial Applications
- Application of AI in Medical Diagnostic Systems (e.g., Oncology, Affective Computing)
Agent-Based Modeling and Simulation (ABMS), Cyber-Physical Systems
- Development of Decentralized, Adaptive Multi-Agent Systems (MAS)
- Integration of geographic and physical data into simulations
- Use of digital twins to optimize and validate decision-making strategies
- Applications in industrial processes and autonomous systems (e.g., AGVs, production planning)
Data science and industrial applications of innovative software systems
- Data stream management and real-time data processing
- Development of distributed and knowledge-based software systems
- Research and development in collaboration with industry, with a focus on digital innovation
- Interdisciplinary collaboration with medical institutions (e.g., Augsburg University Hospital)
Memberships
- VDI/VDE-GMA Technical Committee 5.15 "Agent Systems"
- Forth Society, Inc.
- Member of the Editorial Board of the "Berlin Journal of Data Science"
- Committee Member for ICDS (International Conference on Digital Society)