Machine Learning, Markov Decision Process, Reinforcement Learning.
in a given state when following our specified policy. Now, given that when selecting an action, the environment is what returns the next state, we have to keep in mind that if our policy changes, so too will the value functions. We expect to see a given return value for these functions, however,