Adversarial Imitation Learning with Trajectorial Augmentation and Correction

Dafni Antotsiou, Carlo Ciliberto, Tae-Kyun Kim

Deep Imitation Learning requires a large number of expert demonstrations, which are not always easy to obtain, especially for complex tasks. A way to overcome this shortage of labe…