Memorize, Adapt, Ignore: Diagnosing Robot Learning Mechanisms under Training Data Variation

Ke Zhang, Danica J. Sutherland, Chao Liu

Training data variation, whether through designing a domain randomization (DR) scheme in simulation or curating demonstrations for imitation learning, is a primary lever for improv…