Sample-Efficient Imitation Learning via Generative Adversarial Nets

Lionel Blondé, Alexandros Kalousis

GAIL is a recent successful imitation learning architecture that exploits the adversarial training procedure introduced in GANs. Albeit successful at generating behaviours similar…