Provably Efficient Model-Free Algorithm for MDPs with Peak Constraints

Qinbo Bai, Vaneet Aggarwal, Ather Gattami

In the optimization of dynamic systems, the variables typically have constraints. Such problems can be modeled as a Constrained Markov Decision Process (CMDP). This paper considers…