Imitation Learning

Adversarial Imitation Learning (AIL)

Borrows from GANs.

AIL reinforcement learning approaches where an agent learns to imitate expert behavior without directly accessing the expert’s reward function. Instead, it only gets to see expert demonstrations

Saw in the paper ASE.

Generative adversarial imitation learning: https://arxiv.org/abs/1606.03476