Michaelangelo Caporale reviews and evaluates a continual learning scenario called OSAKA, outlined in the paper “Online Fast Adaption and Knowledge Accumulation: A New Approach to Continual Learning.” He first gives an overview of the scenario and goes through the algorithms and methodologies in depth. The team then discusses whether this is a good scenario that Numenta can use to test for continual learning.
Paper: [2003.05856] Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning