# Tag Info

The overestimation comes from the random initialisation of your Q-value estimates. Obviously these will not be perfect (if they were then we wouldn't need to learn the true Q-values!). In many value based reinforcement learning methods such as SARSA or Q-learning the algorithms involve a $\max$ operator in the construction of the target policy. The most ...