Interactive and Hybrid Imitation Learning: Provably Beating Behavior Cloning

Yichen Li, Chicheng Zhang

Imitation learning (IL) is a paradigm for learning sequential decision making policies from experts, leveraging offline demonstrations, interactive annotations, or both. Recent adv…