Overview of some recent developments in Bayesian problem-solving techniques

An overview is given on recent research in Bayesian problem-solving techniques. Covered are the topics of inference in Bayesian networks, decision-theoretic planning, and qualitative decision theory. Emphasis is on Bayesian problem-solving techniques, knowledge-based model construction and structured representations, and the learning of graphic probability models.