Abstract: Reinforcement Learning is a branch of machine learning to learn control strategies that achieve a given objective through trial-and-error in the environment ...

Average Budget,Confidence Level,Estimation Error,Function Approximation,Functional Class,Greedy Policy,Large State,Least Squares Problem,Local Budgets,Markov Decision ...