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Chinese Academy of Sciences, University of Chinese Academy of Sciences (UCAS)
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FUSE resolves complex parameter degeneracies in exoplanet orbital estimation, outperforming state-of-the-art methods and closely matching ground-truth MCMC results.
SCPO transforms reinforcement learning for LLM agents by ensuring that intermediate steps receive consistent credit, leading to remarkable performance gains on complex tasks.