StateMem: Single-State Residual Memory with Adaptive Inference for Vision-Language-Action Policies

Wenzhuo Li, Qiongfeng Shi, Yi Zhou

Memory-dependent robotic manipulation often requires later actions to use information from earlier interactions. Existing vision-language-action (VLA) policies primarily rely on cu…