Workshop: 1st ICML 2022 Workshop on Safe Learning for Autonomous Driving (SL4AD)
Invited Speaker: David Held
Self-supervised learning for autonomous driving
Can autonomous vehicles learn to drive safely from watching large amounts of unlabeled data? We present some of our work on self-supervised learning for scene flow, shape completion, occupancy forecasting, safety envelope estimation, and policy learning.