Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis
arXiv:2208.01899v2 Announce Type: replace
Abstract: 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 approach, adversaria…