Adversarial Imitation via Variational Inverse Reinforcement Learning

Ahmed H. Qureshi, Byron Boots, Michael C. Yip

We consider a problem of learning the reward and policy from expert examples under unknown dynamics. Our proposed method builds on the framework of generative adversarial networks…