Addressing reward bias in Adversarial Imitation Learning with neutral reward functions

Rohit Jena, Siddharth Agrawal, Katia Sycara

Generative Adversarial Imitation Learning suffers from the fundamental problem of reward bias stemming from the choice of reward functions used in the algorithm. Different types of…