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They are showing an approach that work, on a semi-realistic problem.

The idea of producing a rule-based system from deep-learning, while not exactly a breakthrough, is an interesting direction to take.

It is research. It is not designed to solve real-world problem but to give ideas to engineers. And really, I can see several simple systems that could be programmed by simple rules and learned from input/outputs.