FH-Ass.Prof. DI
Georg Schäfer, BSc
Researcher
Department Information Technologies and Digitalisation
Department Information Technologies and Digitalisation
Location: Campus Urstein
Room: Urstein - 414
Room: Urstein - 414
Teaching
AITB-M | 3. WS 2025 | Reinforcement Learning for Intelligent Agents | IL
ITS-B | 3. WS 2025 | Web Technologies | IL
ITSB-B | 3. WS 2025 | Web Technologies | IL
Current Research Projects
- AI4GREEN: Data Science for Sustainability
The project AI4GREEN aims to develop cross-border sustainable solutions to improve production processes in business and industry, in order to secure a... 05/2024 - 04/2027 - JRZ ISIA: Josef Ressel Centre for Intelligent and Secure Industrial Automation
The Josef Ressel Centre for Intelligent and Secure Industrial Automation investigates the fundamentals of digital assistants for industrial machines... 07/2022 - 06/2027
Current Publications
- A Generative Model Based Honeypot for Industrial OPC~UA Communication
2024 - A Modular Test Bed for Reinforcement Learning Incorporation into Industrial Applications
2024 - Comparison of Model Predictive Control and Proximal Policy Optimization for a 1-DOF Helicopter System
This study conducts a comparative analysis of Model Predictive Control (MPC) and Proximal Policy Optimization (PPO), a Deep Reinforcement Learning (DRL) algorithm, applied to a 1-Degree of Freedom...
2024