Implicit Q-Learning and SARSA: Liberating Policy Control from Step-Size Calibration

Hwanwoo Kim, Eric Laber

Q-learning and SARSA are foundational reinforcement learning algorithms whose practical success depends critically on step-size calibration. Step-sizes that are too large can cause…