Solving Mdps Dynamic Programming Policy Iteration Value Iteration
# Solving Mdps: Dynamic Programming (Policy Iteration & Value Iteration) Imagine teaching a robot to navigate a maze or training an AI to play a complex game. At the heart of these intelligent systems lies the ability to make optimal decisions in uncertain environments. That's where Markov Decision Processes (MDPs) come in, and Dynamic Programming provides powerful tools to solve them. This article dives deep into solving MDPs using Dynamic Programming, specifically focusing on Policy Iteratio