EvoSCM: Scientific Belief Revision Through Causal Model Evolution and Experimentation
EvoSCM is introduced, which equips scientific agents with explicit structural causal models that evolve as new experimental evidence is collected, yielding more accurate explanations and predictions while making more effective use of experimental interactions.
Qing Zhao, Hao-Wei Li, Wei-Jian Deng et al.
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