Know what you don't know: agentic data synthesis by evolving generation space for closed-loop learning
Read the original at arxiv.org→arXiv:2610.12593v1 Announce Type: new Abstract: The continued improvement of large language models increasingly depends on synthetic experience, yet effective data synthesis for interactive agents requires not only...
Original headline: "Know What You Don't Know: Agentic Data Synthesis by Evolving Generation Space for Closed-Loop Learning"
Coverage timeline
- Oct 12, 04:00 UTC arXiv cs.AI lead source Know What You Don't Know: Agentic Data Synthesis by Evolving Generation Space for Closed-Loop Learning
- Oct 12, 04:00 UTC arXiv cs.AI MagicBeanStalk: Escaping the RLVR Zero Advantage Trap with Recursive Data Synthesis