Continual Learning for Robotics: Definition, Framework, Learning\n Strategies, Opportunities and Challenges

Continual learning (CL) is a particular machine learning paradigm where the\ndata distribution and learning objective changes through time, or where all the\ntraining data and objective criteria are never available at once. The evolution\nof the learning process is modeled by a sequence of learning ... View More