Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs

Prashanth L. A., Mohammad Ghavamzadeh

In many sequential decision-making problems we may want to manage risk by minimizing some measure of variability in rewards in addition to maximizing a standard criterion. Variance…