Tongzhou Mu

State Alignment-based Imitation Learning

2020 · arXiv (Cornell University)

Consider an imitation learning problem that the imitator and the expert have different dynamics models. Most of existing imitation learning methods fail because they focus on the imitation of actions. We propose a novel state …