Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation
Procedural memory enhances LLM agents on workplace tasks through skill transfer across roles and models, with varying generalization capabilities affecting deployment strategies.
Hugging Face · Daily Papers
·Julia Belikova, Rauf Parchiev
·
·▲ 17 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Julia Belikova, Rauf Parchiev, Evgeny Egorov, Grigorii Davydenko, Gleb Gusev, Andrey Savchenko
- 17 upvotes da comunidade
- Temas: procedural memory, LLM agents, enterprise tasks, procedural skills, cross-task transfer, cross-role transfer
Resumo
Resumo original (em inglês), extraído do paper:
Procedural memory enhances LLM agents on workplace tasks through skill transfer across roles and models, with varying generalization capabilities affecting deployment strategies.Onde ler
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