Self-Aware Active Learning Enables Continual Improvement in Autonomous Driving

Dong Hu, Chao Huang, Carman K. M. Lee +1

Learning-based autonomous driving (AD) systems can perform reliably in familiar conditions, yet rare distribution shifts and long-tail events remain a major source of abrupt failur…