Paper
LLMs & Texto
Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents
Empirical evaluation of diverse memory substrates for long-horizon LLM agents reveals regime-dependent trade-offs, motivating adaptive substrate routing for reliable agent memory.
Hugging Face · Daily Papers
·Wei-Chieh Huang, Weizhi Zhang
·
·▲ 11 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Wei-Chieh Huang, Weizhi Zhang, Yuchen Wu, Yankai Chen, Eric Hanchen Jiang, Wooseong Yang
- 11 upvotes da comunidade
- Temas: memory substrates, dense indices, sparse indices, structural stores, hierarchical stores, refinement-based memories
Resumo
Resumo original (em inglês), extraído do paper:
Empirical evaluation of diverse memory substrates for long-horizon LLM agents reveals regime-dependent trade-offs, motivating adaptive substrate routing for reliable agent memory.