fleet memory for warehouse robotsIntermediate
Industrial ReMEmbR: Scaling Spatiotemporal Memory to Robot Fleets
Describing only the 10% of video memories that someone actually asks about, instead of captioning every clip, cuts modelled server demand for a 100-robot warehouse fleet from 36.25 to 1.04 GPU equivalents, a 34.8-fold reduction, according to a preprint from Idealworks and NVIDIA. The same robot-side embeddings drive a live aisle-traffic map that scored 71.3% balanced accuracy in simulation.