SPREAD: Subspace Representation Distillation for Lifelong Imitation Learning

Kaushik Roy, Giovanni D'urso, Nicholas Lawrance +2

A key challenge in lifelong imitation learning (LIL) is enabling agents to acquire new skills from expert demonstrations while retaining prior knowledge. This requires preserving t…