Bayes rule

Question 1

Why is Bayes’ rule useful for Intelligent systems?

Answer 1

Can be used to integrate observations and maintain belief over states.

Question 2

Since we don’t know the sequence of observations in advance, how can we sequentially update our state belief?

Answer 2

By using conditional independence of the observations given the state.