Third edition of Artificial Intelligence: foundations of computational agents, Cambridge University Press, 2023 is now available (including the full text).

6.5 Probability and Time

We can model a dynamic system as a belief network by treating a feature at a particular time as a random variable. We first give a model in terms of states and then show how it can be extended to features.