Factors of Influence of the Overestimation Bias of Q-Learning

Julius Wagenbach, Matthia Sabatelli

We study whether the learning rate $\alpha$, the discount factor $\gamma$ and the reward signal $r$ have an influence on the overestimation bias of the Q-Learning algorithm. Our preliminary…