Interactive learning - simplification?

Is any work planned to improve how interactive learning works? I think currently it is a little cumbersome, and not very intuitive. I think it is a great feature in Rasa which would be even greater with some additional effort to simplify it, may be create ui and simplify the way the decisions are made during training.

We are constantly working to improve the UX of interactive learning, but a UI would be a little bit different, as no parts of the rasa stack currently have a UI. Can you clarify what you mean by the below?

simplify the way the decisions are made during training