Periodic Regularized Q-Learning

Hyukjun Yang, Han-Dong Lim, Donghwan Lee

In reinforcement learning (RL), Q-learning is a fundamental algorithm whose convergence is guaranteed in the tabular setting. However, this convergence guarantee does not hold unde…