A hexapod using GOLLUM autonomously learned multiple locomotion skills in about an hour by growing new neural subnetworks for new conditions and by blending previously learned skills through supplementary connections.
Nature 521(7553): 503--507
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Growable and Interpretable Neural Control with Online Continual Learning for Autonomous Lifelong Locomotion Learning Machines
A hexapod using GOLLUM autonomously learned multiple locomotion skills in about an hour by growing new neural subnetworks for new conditions and by blending previously learned skills through supplementary connections.