69 citations · 69 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 69 cited
Learning to Continually Learn
Shawn Beaulieu, Lapo Frati, Thomas Miconi +4
Continual lifelong learning requires an agent or model to learn many sequentially ordered tasks, building on previous knowledge without catastrophically forgetting it. Much work ha…
cs.AI2018
Combating catastrophic forgetting with developmental compression
Shawn L. E. Beaulieu, Sam Kriegman, Josh C. Bongard
Generally intelligent agents exhibit successful behavior across problems in several settings. Endemic in approaches to realize such intelligence in machines is catastrophic forgett…