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Agentic-Ideation: Sample Efficient Agentic Trajectories Synthesis for Scientific Ideation Agents

arXiv cs.AI · 2026-07-01 Cached

Proposes Agentic-Ideation, a framework for efficient synthesis of agentic trajectories to train LLMs for scientific ideation, achieving over 10x improvement in sample efficiency and outperforming existing workflow-based baselines.

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