Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents

@article{yuxuan2026,
  title = {Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents},
  author = {Cai, Yuxuan and Li, Wei and Zhou, Jie and Chen, Qin and Li, Xin and Zhang, Bo and He, Liang},
  journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
  year = {2026},
  month = {Jan},
}

Cai, Yuxuan et al. (2026). Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents. Findings of the Association for Computational Linguistics: EMNLP 2026.

Cai, Yuxuan, et al.. "Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents." Findings of the Association for Computational Linguistics: EMNLP 2026, 2026.

Cai, Yuxuan, et al.. "Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents." Findings of the Association for Computational Linguistics: EMNLP 2026 (2026).

Cai, Yuxuan et al., 2026. Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents. Findings of the Association for Computational Linguistics: EMNLP 2026.

TY  - JOUR
TI  - Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents
AU  - Cai, Yuxuan
AU  - Li, Wei
AU  - Zhou, Jie
AU  - Chen, Qin
AU  - Li, Xin
AU  - Zhang, Bo
AU  - He, Liang
PY  - 2026
JO  - Findings of the Association for Computational Linguistics: EMNLP 2026
ER  -