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Abstract Event Causal Rules: Induction and Application

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7 Aug
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20 Mar
CausalARC: Abstract Reasoning with Causal World Models

arXiv:2509.03636v3 Announce Type: replace Abstract: On-the-fly reasoning often requires adaptation to novel problems under limited data and distribution shift. This work

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18 Sept
MaSCoD: A Multi-Agent Framework for Structural-Context-Guided Candidate Causal Graph Generation

arXiv:2609.19944v1 Announce Type: new Abstract: Large language models (LLMs) have been applied to causal discovery, but candidate-graph generation rarely treats premature omission

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30 Jul
Property-driven Causal Abstractions for Markov Decision Processes

arXiv:2607.26787v1 Announce Type: new Abstract: Markov Decision Processes (MDPs) are widely used as decision-making models, commonly specified over factored state spaces through

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16 Jun
Relational Structural Causal Models

arXiv:2606.14892v1 Announce Type: new Abstract: An artificial intelligence must have a model of its environment that is causal, supporting reasoning about interventions and

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23 May
A Causal Argumentation Method for Explainability of Machine Learning Models

arXiv:2605.21758v1 Announce Type: new Abstract: Explainable AI (XAI) methods identify which features are relevant to a model's predictions but often fail to clarify why certain

REPORT · HOW · ArXiv CS.AIOPEN STORY
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