MEMI Reverse-Engineers Robot Memory, Hits 97% on RoboMME (99.4% with Controller)

du_yilun · x · 2026-10-25

Liu Yuejiang's team introduces MEMI (Reverse-Engineering What Robots Should Remember), exploring what robots should remember and whether memory policies can be learned rather than hand-designed.

On the RoboMME benchmark, MEMI reaches 97.0% end-to-end and 99.4% with a low-level controller — the first time the benchmark has been nearly solved.

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