Explore the fundamental concepts of Markov Decision Processes in this comprehensive lecture. Delve into key assumptions, rewards, discounting, and essential components. Learn about inventory management applications and techniques for selecting actions. Examine evaluation methods, computational approaches, and Bellman's Equation. Gain practical insights through a detailed example, enhancing your understanding of this powerful decision-making framework.