Initial State Interventions for Deconfounded Imitation Learning

Samuel Pfrommer, Yatong Bai, Hyunin Lee +1

Imitation learning suffers from causal confusion. This phenomenon occurs when learned policies attend to features that do not causally influence the expert actions but are instead…