Guo, Xin; Xu, Renyuan; Zariphopoulou-Souganidis, Thaleia - 2021
Entropy regularization has been extensively adopted to improve the efficiency, the stability, and the convergence of … algorithms in reinforcement learning. This paper analyzes both quantitatively and qualitatively the impact of entropy … entropy regularization yields time-dependent policies and, furthermore, helps stabilizing and accelerating convergence to the …