Author

Varun Gumma

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Jul 2026

IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation

This work argues that research ideation should be treated as a conjunction of both objectives and framed as a Quality-Diversity (QD) search, and introduces IDEAgent, a multi-agent framework that manages the evolution of ideas through lineages.

Varun Gumma, Navonil Majumder, Soumitra Sinhahajari et al. · arXiv.org · 0 citations