Variational Cognitive Memory Abstraction for Long-Horizon Vision-Language-Action Models

Xinyu Liu, Daiying Tian, Chenwei Tang +6

Vision-Language-Action (VLA) models have shown remarkable success in robotic manipulation, yet their ability to execute long-horizon tasks remains limited by insufficient long- ter…