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Shweti Mahajan

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#artificial intelligence Preprint Sep 2026

Reinforcing Agentic Creativity in Scientific Ideation with Night Science

AI Night-Scientist is introduced, an agentic framework that uses reinforcement learning to teach models when and how to depart from predictable reasoning to suggest creativity is a learnable, multi-level ability that can be shaped to help researchers reach ideas beyond those typically explored by LLMs.

Priyanka Kargupta, Silviu Cucerzan, Shweti Mahajan et al. · 0 citations

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