 Value function approaches attempt to find a policy that maximizes the return by maintaining a set of estimates of expected returns for some policy (usually either the "current" [on-policy] or the optimal [off-policy] one).These methods rely on the theory of MDPs, where optimality is defined in a sense that is stronger than the above one