FM-VLA: Force-based Memory for Vision-Language-Action Models in Contact-Rich Manipulation

Ruicheng Li, Qixiu Li, Ruichun Ma +8

Vision-language-action (VLA) models have achieved impressive generalization in robotic manipulation, and recent memory-augmented VLAs have relaxed the Markovian assumption by condi…