Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
policy improvement theorem: Proving that equation (1) aligns with equation (2) substantiates the claim that π′≥π. This crucial step verifies the superiority of the alternative policy over the existing one, providing a foundation for continuous policy refinement towards optimal decision-making. Code