Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
action-value functions, vπ(s) and qπ(s, a), emphasizes the influence of the policy (π) on shaping an agent’s decision-making process. Optimal Policy In the realm of Reinforcement Learning (RL), the primary goal of an agent is to discern the most advantageous action to take within a given state —