Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay

Hitesh Vaidya, Travis Desell, Alexander Ororbia

A lifelong learning agent is able to continually learn from potentially infinite streams of pattern sensory data. One major historic difficulty in building agents that adapt in thi…