This paper introduces DeepScientist, an autonomous AI system designed to conduct goal-oriented, long-term scientific discovery by modeling the process as a Bayesian Optimization problem. This system operates through a hierarchical cycle of hypothesizing, verifying, and analyzing, leveraging a cumulative Findings Memory to balance exploration and exploitation efficiently. By consuming over 20,000 G...去小宇宙查看完整单集简介
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