Dr. Thomas Gabel
Machine Learning Lab
Institue of Computer Science
University of Freiburg
Room 079/00005
Georges-Koehler-Allee 079
D-79110 Freiburg im Breisgau
Germany
Phone:
+49 (761) 2038043
+49 (179) 4392368
eMail:
| t | g | a | b | e | l | @ | i | n | f | o | r | m | a | t | i | k | . | u | n | i | - | f | r | e | i | b | u | r | g | . | d | e |
Research
Thomas Gabel is currently working as a postdoctoral fellow at the Machine Learning Lab at the University of Freiburg. His research focus is on learning in multi-agent systems, decentralized control, reinforcement learning, as well as knowledge management and case-based reasoning. He is also team leader of the robotic soccer simulation team Brainstormers 2D.
From 2004 to 2009, he was working as scientific researcher at the Neuroinformatics Group at the University of Osnabrueck with focus on multi-agent reinforcement learning and its application to distributed job-shop scheduling problems. He received his PhD from the Department of Mathematics and Computer Science at the University of Osnabrueck in June 2009. Thomas studied Computer Science at the University of Kaiserslautern and received his Diploma degree (equiv. to Master) in 2003.
Publications
Teaching
- Winter Term 2010/2011
- Exercises on special lecture (Spezialvorlesung) Reinforcement Learning
- Summer Term 2010
- Exercises on special lecture (Spezialvorlesung) Machine Learning including the course-internal data-mining competition
- Lectures on Case-Based Reasoning as part of the lectures Machine Learning and Artificial Intelligence
- Team Project on Robotic Soccer Simulation
- Winter Term 2009/2010
- Exercises on special lecture (Spezialvorlesung) Reinforcement Learning
- Project (Projekt) Machine Learning for Simulated Soccer
- Laboratory (Praktikum) Advanced Machine Learning Methods for Soccer Simulation
- Robotic Soccer Simulation Working Group (RoboCup AG: Simulationsliga)
- Summer Term 2009
- Exercises on special lecture (Spezialvorlesung) Machine Learning
- Seminar “Machine Learning in Real-World Applications”
- Lectures on Case-Based Reasoning as part of the lecture “Machine Learning”
- Robotic Soccer Simulation Working Group (RoboCup AG)