Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents
arXiv:2604.20572v1 Announce Type: new
Abstract: Online lifelong learning enables agents to accumulate experience across interactions and continually improve on long-horizon tasks. However, existing methods typically treat retrieval from past experienc…