Runze Tang

Flow-Enabled Generalization to Human Demonstrations in Few-Shot Imitation Learning

Imitation Learning (IL) enables robots to learn complex skills from demonstrations without explicit task modeling, but it typically requires large amounts of demonstrations, creating significant collection costs. Prior work has investigated using flow as an intermediate representation to enable the …