AI, Artificial Intelligence, Markov Decision Process, Bellman Equation, Machine Learning.
Markov Decision Processes offer a powerful framework for modeling decision-making in environments that involve uncertainty and randomness. By incorporating the concepts of states, actions, rewards, and transition probabilities, MDPs allow us to find optimal policies that maximize cumulative rewards