Reinforcement Learning for Multi-Objective and Constrained Markov Decision Processes

Ather Gattami, Qinbo Bai, Vaneet Agarwal

In this paper, we consider the problem of optimization and learning for constrained and multi-objective Markov decision processes, for both discounted rewards and expected average…