Decision Making Under Uncertainty
general background readings: fall 2014   


General Background Readings

While most reading for the course will involve research papers, there are two useful texts that will provide relevant background:

Some further general background readings on various topics.

Probabilistic Reasoning and Bayesian networks

Decision Theory

Markov Decision Processes

Reinforcement Learning

Not a topic we'll cover, but something at the intersection of machine learning and MDPS. May be of interest to some (and we can discuss in class if there is enough interest).

Game Theory