Optimizing over a Restricted Policy Class in Markov Decision Processes

Ershad Banijamali, Yasin Abbasi-Yadkori, Mohammad Ghavamzadeh +1

We address the problem of finding an optimal policy in a Markov decision process under a restricted policy class defined by the convex hull of a set of base policies. This problem…