Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
episodes from state ‘s’ following policy π leads to the expected total reward becoming the value of that state under policy π. A similar concept extends to q-values. Mathematically, the two functions are expressed as follows: Value Function: vπ​(s)=E[Rπ​(s)] Action-Value Function: