Resources for Probabilistic Reasoning and Decision Making under Uncertainty


Tutorials, Notes, Books

Reinforcement Learning Book
Learning Dynamical Systems
Kevin Murphy's tutorial on Bayes nets

Journals

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

Conferences

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

Software

Kevin Murphy's Bayes Net Toolbox for Matlab; contains links to many other software packages
Fabio Cozman's Bayesian networks in Java

General Resources

Google
Citeseer


Prof. Doina PRECUP
Last modified: Fri Jan 30 19:35:57 EST 2004