✓ Source-backedScience & Systems

Robots can rehearse forgotten tasks using AI-generated memory replays

REGEN lets a robot policy rehearse previously mastered tasks by generating synthetic visual trajectories, removing the need to store original human demonstrations.

Why it mattersRobots that avoid storing human demonstrations can scale to more tasks without growing data requirements, making continual learning more practical for real deployments.