Imitation Learning from Suboptimal Demonstrations via Meta-Learning An Action Ranker

Jiangdong Fan, Hongcai He, Paul Weng +2

A major bottleneck in imitation learning is the requirement of a large number of expert demonstrations, which can be expensive or inaccessible. Learning from supplementary demonstr…