EHC, a memory-augmented tool-use agent that retrieves category-specific past experiences, outperforms the CLOVA baseline on GQA, NLVR2, MagicBrush editing, and image tagging without updating model parameters.
EHC consists of two core modules: Hier- archical Memory Retrieval (HMR) and Task-Oriented Expe- riential Learning (TOEL)
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Efficiently Enhancing General Agents With Hierarchical-categorical Memory
EHC, a memory-augmented tool-use agent that retrieves category-specific past experiences, outperforms the CLOVA baseline on GQA, NLVR2, MagicBrush editing, and image tagging without updating model parameters.