Currently, the ML and RL models use slightly different feature vectors (defined in mqt.predictor.ml.helper.create_feature_dict and mqt.predictor.rl.helper.create_feature_dict, respectively) and there are separate methods to create both vectors.
This should be unified by using the same feature vector.