IL-flOw: Imitation Learning from Observation using Normalizing Flows

Wei-Di Chang, Juan Camilo Gamboa Higuera, Scott Fujimoto +2

We present an algorithm for Inverse Reinforcement Learning (IRL) from expert state observations only. Our approach decouples reward modelling from policy learning, unlike state-of-…