Lifelong Imitation Learning with Multimodal Latent Replay and Incremental Adjustment

Fanqi Yu, Matteo Tiezzi, Tommaso Apicella +2

We introduce a lifelong imitation learning framework that enables continual policy refinement across sequential tasks under realistic memory and data constraints. Our approach depa…