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.
1, com- prises two core components: the Hierarchical Memory Re- trieval (HMR) module and the Task-Type Oriented Experi- ence Learning (TOEL) module
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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.