Alexander Sung

Background

• 1988 - 1997: Bismarck-Gymnasium (high school) in Karlsruhe
• 1998 - 2004: Studies of Computer Science at the University of Karlsruhe
• 2001 - 2003: Nortel Networks industrial scholarship
• 03/2004: external Diploma thesis in the group of Prof. Martin Riedmiller
• since 07/2004: research assistant at the Department of Computer Architecture, Eberhard-Karls-University Tübingen

Research Interests

• Model-based optimization
• Evolutionary algorithms
• Neural Networks and other regression methods
• Dynamical systems

Projects

• Project "Optimization of combustion engines" in cooperation with BMW Group

Publications

Reinforcement Learning Using a Grid Based Function Approximator [pdf]

Alexander Sung, Artur Merke, Martin Riedmiller

AI-Workshop on NeuroBotics, 27th German Conference on Artificial Intelligence, Ulm, 2004

Biomimetic Neural Learning for Intelligent Robots, pp. 235-244, Springer-Verlag (LNAI 3575), ISBN 978-3-540-27440-7, 2005

Modellbasierte Online-Optimierung in der Simulation und am Motorenprüfstand [pdf]

Alexander Sung, Florian Klöpper, Alexander Mitterer, Georg Wachtmeister, Andreas Zell

MTZ Motortechnische Zeitschrift 01/2007, pp. 43-48, ISSN 0024-8525 10814, 2007

Target Value Prediction For Online Optimization At Engine Test Beds [pdf]

Alexander Sung, Florian Klöpper, Alexander Vogel, Andreas Zell

4th International Conference on Informatics in Control, Automation and Robotics (ICINCO'07), Angers, France, 2007

Conference Proceedings, pp. 108-115, 2007

Address, Phone, Fax

Eberhard-Karls-Universität Tübingen

Wilhelm-Schickard-Institut für Informatik

Lehrstuhl Rechnerarchitektur

Sand 1

D - 72076 Tübingen

Germany

Tel: (+49/0) 7071 / 29 78979

Fax: (+49/0) 7071 / 29 5091