Offline Imitation Learning by Controlling the Effective Planning Horizon

Hee-Jun Ahn, Seong-Woong Shim, Byung-Jun Lee

In offline imitation learning (IL), we generally assume only a handful of expert trajectories and a supplementary offline dataset from suboptimal behaviors to learn the expert poli…