Robert Glaubius

Contact Information

Department of Computer Science and Engineering • Lopata 526
Washington University in St. Louis • One Brookings Drive • St. Louis, MO 63130

Research Interests

My research intersests lie in Unsupervised Machine Learning and Computational Geometry. In particular, I am interested in augmenting Reinforcement Learning techniques in potentially high-dimensional real-valued state spaces by discovering topology properties of the state space. My current work involves approximating manifold structures infered from observed experience.

Education

B.S. - University of Nebraska - Lincoln (1997-2001)

Publications

"Manifold Representations for Value Function Approximation", Robert Glaubius and William D. Smart, In Proceedings of the the AAAI-04 Workshop on Learning and Planning in Markov Processes (AAAI Technical Report WS-04-08), pages 13-18, 2004.

"Constraint Modeling and Reformulation in the Context of Academic Task Assignment", Robert Glaubius and Berthe Y. Choueiry, ECAI 2002 Workshop on Modelling and Solving Problems with Constraints, 2002.