Upcoming readings:
Nov 22: NO CLASS (Thanksgiving)
Nov 27:*Halpern, An
Analysis of First-Order Logics of Probability (sections 1-4 only).
Nov 27:*Koller & Pfeffer,
Probabilistic Frame-Based Systems
Nov 29:*Koller & Pfeffer,
SPOOK: A System for Probabilistic Object-Oriented Knowledge
Representation
Nov 29:Friedman, Getoor, Koller & Pfeffer,
Learning Probabilistic Relational Models
Dec 4:
Pearl,
Causation,
Action and Counterfactuals.
Dec 4:Heckerman, A
Tutorial on Learning with Bayesian Networks (sections 15-16).
Dec 6:
Shachter 1, Evaluating Influence Diagrams.
Dec 6: Matheson, Using Influence Diagrams to Value Information and Control.
Dec 11:
Paek & Horvitz,
Conversation as Action Under Uncertainty.
Dec 11:
*Pasula, Russell, Osland & Ritov,
Tracking Many Objects With Many Sensors.