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Xin Luna Dong
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- 6 OctIdeaScientist system generates grounded scientific research ideas
IdeaScientist decomposes research ideation into gap finding, innovation, and report writing and trains each role with reinforcement learning. The authors also release the Svalbard Idea Vault (2.77M decomposed ideas) and show improved alignment with later human papers in a temporally controlled evaluation.
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