Xiujian Liang

Analytic Concept-Centric Memory for Agentic Embodied Manipulation

This work proposes an analytic concept-centric memory framework for agentic embodied manipulation that improves task completion, retrieval accuracy, object re-identification, and cross-object skill generalization over unstructured and embedding-based memory baselines.