Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control

Seongmin Park, Hyungmin Kim, Sangwoo Kim +5

Deep neural network (DNN)-based policy models, such as vision-language-action (VLA) models, excel at automating complex decision-making from multi-modal inputs. However, scaling th…