Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis

Tian Xu, Ziniu Li, Yang Yu +1

Imitation learning learns a policy from expert trajectories. While the expert data is believed to be crucial for imitation quality, it was found that a kind of imitation learning a…