Low Rank Factorizations are Indirect Encodings for Deep Neuroevolution

Jack Garbus, Jordan Pollack

Deep neuroevolution is a highly scalable alternative to reinforcement learning due to its unique ability to encode network updates in a small number of bytes. Recent insights from…