Dynamic Bayesian network

Dynamic Bayesian Network composed by 3 variables.
Bayesian Network developed on 3 time steps.
Simplified Dynamic Bayesian Network. All the variables do not need to be duplicated in the graphical model, but they are dynamic, too.

A dynamic Bayesian network (DBN) is a Bayesian network (BN) which relates variables to each other over adjacent time steps.