Constrained Stochastic Optimal Control with a Baseline Performance Guarantee

Yinlam Chow, Mohammad Ghavamzadeh

In this paper, we show how a simulated Markov decision process (MDP) built by the so-called \emph{baseline} policies, can be used to compute a different policy, namely the \emph{si…