ECoMEM: Explicit Concept Memory for Memory-Dependent Robot Control
ECoMEM introduces an explicit memory channel for Vision-Language-Action (VLA) policies to help robots recall necessary past facts for long-horizon tasks. It uses a shared library of grounded concepts, where a Writer records evidence and a Reader turns these records into tokens that directly condition the robot's actions, improving performance on complex robot control.