Before revision:  The almost model-free nature of our approach should encode raw properties of the target problem, and thus provide a robust and model-agnostic active learning strategy.
After revision:  The almost model-free nature of our approach thus helps to encode the essential properties of the target problem, and thus provide a robust and model-agnostic active learning strategy.