RASA == Production system?

yeah … the IF-THEN rules match 90% Stories (except that stories take context into account in PS you do this via Working-memory) . Also normally it have a score attached to every rule which is updated in a similar manner to Reinforcement learning Q-value.

AFAIK you do similar thing during interactive training