Machine Learning, Markov Decision Process, Reinforcement Learning.
absolutely possible that the action we take will leave the agent in the same state.) Next we define P, or the probability that we achieved the new state from taking an action in the previous state. Let’s get mathy: The Markov Property P[St+1 | a, S0, ….. , St]= P[St+1 |a, St] The formula above is