Convergence of a L2 regularized Policy Gradient Algorithm for the Multi Armed Bandit

Stefana Anita, Gabriel Turinici

Although Multi Armed Bandit (MAB) on one hand and the policy gradient approach on the other hand are among the most used frameworks of Reinforcement Learning, the theoretical prope…