# Question: The Markov blanket of a variable is defined a Prove that

The Markov blanket of a variable is defined.

a. Prove that a variable is independent of all other variables in the network, given its Markov blanket.

b. Derive Equation (14.11).

a. Prove that a variable is independent of all other variables in the network, given its Markov blanket.

b. Derive Equation (14.11).

**View Solution:**## Answer to relevant Questions

Consider the query P (Rain│Sprinkler = true, Wet-Grass = true) in Figure (a) and how MCMC can answer it. a. How many states does the Markov chain have? b. Calculate the transition matrix Q containing q (y → ...We outlined a flawed procedure for finding the most likely state sequence, given an observation sequence. The procedure involves finding the most likely state at each time step, using smoothing, and returning the sequence ...The model of “tomato” in Figure allows for a coarticulation on the first vowel by giving two possible phones. An alternative approach is to use a tri-phone model in which the [ow (t, m)] phone automatically includes the ...Repeat Exercise 16.8, using the action-utility representation shown inFigure.Sometimes MDPs are formulated with a reward function R(s, a) that depends on the action taken or a reward function R (s, a, s’) that also depends on the outcome state.a. Write the Bellman equations for these ...Post your question