Remember Smarter: Visual History Compressor and Hyperbolic Experience Space for Robotic Memory

Dai Zhou, Jiexi Yan, Tong Li +2

Long-horizon robot policies require compact access to recent observations and reusable experience without expanding the vision-language-action (VLA) context. We introduce Remember…