Dohyeong Kim

Semi-Supervised Imitation Learning with Mixed Qualities of Demonstrations for Autonomous Driving

2021 · arXiv (Cornell University)

In this paper, we consider the problem of autonomous driving using imitation learning in a semi-supervised manner. In particular, both labeled and unlabeled demonstrations are leveraged during training by estimating the quality of each unlabeled …