English(EN) Logic Programming Semantics for Causal Processes

因果过程建模的逻辑编程语义得到推进

作者 PulseAugur 编辑部 · [1 个来源] · 2026-07-24 04:00

研究人员开发了新的逻辑编程语义，以更好地模拟因果过程，特别是在生命科学领域的应用。该研究展示了正逻辑程序的稳定模型如何表示从中性状态开始并无限持续的因果过程的最终状态。此外，支持模型被证明可以描述从任何任意起点可达的最终状态，为将逻辑编程解释为因果规则语言提供了时间视角。 AI

影响引入了模拟因果关系的新颖理论框架，可能影响需要理解时间关系和因果关系的人工智能系统。

排序理由学术论文发表在arXiv上，详细介绍了逻辑编程语义在因果过程方面的新理论贡献。[lever_c_demoted from research: ic=1 ai=1.0]

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arXiv cs.AI TIER_1 English(EN) · Felix Weitk\"amper · 2026-07-24 04:00

Causal Processes 的逻辑编程语义

arXiv:2607.21233v1 Announce Type: new Abstract: Motivated by challenging modelling issues in the life sciences, we investigate the relationship between logic programming semantics and the eventual states of causal processes compatible with those logic programs. More precisely, we…