One-line meaning
Dataset aggregation: execute the learner, obtain expert actions on the states it visits, and retrain with the combined data.
Why it matters
Addresses the mismatch between demonstration states and states induced by learner errors.
Nuance
Robot safety, expert intervention latency, and the meaning of an expert action at a failed state are implementation issues.