Yuchen Cui

Data Quality in Imitation Learning

2023 · arXiv (Cornell University)

In supervised learning, the question of data quality and curation has been over-shadowed in recent years by increasingly more powerful and expressive models that can ingest internet-scale data. However, in offline learning for robotics, we …