Resources for Probabilistic Reasoning and Decision Making under Uncertainty

Tutorials and Notes

Learning Dynamical Systems
Kevin Murphy's tutorial on Bayes nets


Machine Learning
Journal of Machine Learning Research
Journal of Artificial Intelligence Research
Artificial Intelligence


Uncertainty in Artificial Intelligence
International Conference on Machine Learning
AAAI Meetings
Neural Information Processing Systems


Kevin Murphy's Bayes Net Toolbox for Matlab; contains links to many other software packages
Fabio Cozman's Bayesian networks in Java
Reinforcement learning library from the RLAI group at the University of Alberta

General Resources

Google Scholar

Prof. Doina PRECUP
Last modified: Thu Jan 3 19:35:57 EST 2008