Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
of the state, obtained by taking the weighted sum of the expected values of all actions. Model-Free Methods Utilizing the qπ(s,a) function within the vπ(s) equation allows us to derive an expression exclusively involving value functions: Similarly, substituting vπ(s) into the qπ(s,a) function