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News/AgentWorld: A Data Factory for Training LLM Agents from Multi-Turn Interactions
arxiv
PublishedOctober 15, 2026 at 4:00 AM

AgentWorld: A Data Factory for Training LLM Agents from Multi-Turn Interactions

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arXiv:2606.09138v2 Announce Type: replace-cross Abstract: Training LLMs to act as capable agents requires learning from multi-turn interactions with environments. However, multi-turn interaction trajectories generated by heterogeneous agent runtimes are difficult to transform into structured, high-q

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