Nonparametric Adaptive Bayesian Stochastic Control Under Model Uncertainty

Tao Chen, Jiyoun Myung

In this paper we propose a new methodology for solving a discrete time stochastic Markovian control problem under model uncertainty. By utilizing the Dirichlet process, we model th…