Instructor
- Developing Digital Media Applications
- Games and Play
- Principles of Enterprise Networking
- Information Assurance and Security
- Systems Administration using Linux
- Enterprise Systems Administration
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- Object Oriented Programming
- Advanced Interface Development
- Flash 2
Researcher
(as Bethany R. Leffler)
- Perception-Based Generalization in Model-Based Reinforcement Learning
- Bethany R. Leffler
- Ph.D. Dissertation
- Provably Efficient Learning with Typed Parametric Models
- E. Brunskill, B. R. Leffler, L. Li, M. L. Littman, and N. Roy
- Journal of Machine Learning Research, 10:1955--1988, 2009
- The Adaptive K-Meteorologists Problem and Its Application to Structure Learning
and Feature Selection in Reinforcement Learning.
- C. Diuk, L. Li, and B. R. Leffler
- International Conference on Machine Learning. June 2009.
- Efficient Learning of Dynamics Models using Terrain Classification
- B. R. Leffler, C. R. Mansley, and M. L. Littman
- Evolutionary and Reinforcement Learning for Autonomous Robot Systems. July, 2008.
- BibTex
- CORL: A Continuous-State Offset-Dynamics Reinforcement Learner
- E. Brunskill, B. R. Leffler, L. Li, M. L. Littman, and N. Roy
- Uncertainty in Artificial Intelligence (UAI-08), 2008.
- BibTex
- Efficient Reinforcement Learning with Relocatable Action Models
- B. R. Leffler, M. L.Littman, and T. Edmunds
- Twenty-Second Conference on Artificial Intelligence. July, 2007.
- Movie
- BibTex
- Efficient Exploration with Latent Structure
- B. R. Leffler, M. L. Littman, A. L. Strehl, and T. J. Walsh.
- Robotics: Science and Systems. June 2005.
- Movie
- BibTex