Wasserstein Distance guided Adversarial Imitation Learning with Reward Shape Exploration

Ming Zhang, Yawei Wang, Xiaoteng Ma +4

The generative adversarial imitation learning (GAIL) has provided an adversarial learning framework for imitating expert policy from demonstrations in high-dimensional continuous t…