Estimate a subset of parameters

Is there a way for dynare to estimate a subset of parameters while the rest of the parameters are taken as given?

Yes. Fully set all parameters of the model and only include the parameters you want to estimate in the estimated_params-block. The ones not present in this block will be kept at their preset value.