Continual Learning for Autonomous Robots: A Prototype-based Approach

Elvin Hajizada, Balachandran Swaminathan, Yulia Sandamirskaya

Humans and animals learn throughout their lives from limited amounts of sensed data, both with and without supervision. Autonomous, intelligent robots of the future are often expec…