JournalPLoS Computational Biology2015
Neural Modularity Helps Organisms Evolve to Learn New Skills without Forgetting Old Skills
Kai Olav Ellefsen, Jean-Baptiste Mouret, Jeff Clune
This paper shows that evolving modular neural networks with connection costs reduces catastrophic forgetting, enabling faster learning of new skills while retaining old ones.
177Apr 2, 2015Reinforcement LearningNeural Networks