MPC is a model based strategy. The parameters U and Theta must be estimated or forecasted based on their distribution. There are MPC for uncertain systems as well as for stochastic and time-varying systems . For example, Robust MPC, Stochastic MPC, Min-max MPC, APM MPC etc.