In this talk there are considered discounted Markov decision processes on Borel spaces with possibly unbounded cost functions. Conditions that guarantee the uniform on compact sets convergence of value iteration policies to optimal policies are provided. Besides, a method that allows to detect value iteration policies which are uniform on compact sets approximations to optimal policies, and an example to illustrate it are presented.