Combating False Negatives in Adversarial Imitation Learning

Konrad Zolna, Chitwan Saharia, Leonard Boussioux +4

In adversarial imitation learning, a discriminator is trained to differentiate agent episodes from expert demonstrations representing the desired behavior. However, as the trained…