Tomas Krajnik

Preventing Catastrophic Forgetting in Continuous Online Learning for Autonomous Driving

Autonomous vehicles require online learning capabilities to enable long-term, unattended operation. However, long-term online learning is accompanied by the problem of forgetting previously learned knowledge. This paper introduces an online learning framework that includes a catastrophic forgetting…