Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations

Abstract

We review solutions for simplifying expert acquisition in imitation learning and compare state-of-the-art methods for inferring reward functions from partial and potentially physically incompatible demonstrations for agile skill development.