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HF Daily Papers · Papers

IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation

Large Language Models (LLMs) have significantly automated the process of scientific discovery over the past few years. However, existing systems share one core limitation: they generate and optimize ideas independently for either Quality or Diversity. This often leads to the generation of ideas in c