Offline Imitation Learning upon Arbitrary Demonstrations by Pre-Training Dynamics Representations

Haitong Ma, Bo Dai, Zhaolin Ren +2

Limited data has become a major bottleneck in scaling up offline imitation learning (IL). In this paper, we propose enhancing IL performance under limited expert data by introducin…