r/MachineLearning July 20, 2026 · Communities

Exploring continual learning without replay buffers: Our findings using dynamic task-similarity routing [P]

Hi, I’ve been doing some work in the continual learning space and wanted to share an open-source framework we put together called Coincidex, along with some architectural insights and failure modes we found along the way. Most conventional approaches to sequential task learning rely heavily on replay buffers (which int