Akila Dissanayakc

M2Distill: Multi-Modal Distillation for Lifelong Imitation Learning

Lifelong imitation learning for manipulation tasks poses significant challenges due to distribution shifts that occur in incremental learning steps. Existing methods often rely on unsupervised skill discovery to construct an ever-growing skill library or distillation from multiple policies, which ca