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Reasoning with cause and effect

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1998. Judea Pearl's tutorials on causal reasoning with operations on Bayesian networks.

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  1. The Seven Tools of Causal Inference, with Reflections on Machine Learning dl.acm.org

    Communications of the ACM, 2019. [All Versions]. Judea Pearl's review on causal inference in probabilistic graph models.

  2. Causal Reasoning oxfordhandbooks.com

    The Oxford Handbook of Cognitive Psychology, 2013. [All Versions].

  3. Causal Reasoning in Rats psych.uni-goettingen.de

    Science, 2006. [All Versions]. A piece of evidence for the capability of causal reasoning in intelligent animals.

  4. Towards combining inductive logic programming with Bayesian networks link.springer.com

    ILP'01, 2001. [All Versions].

  5. Learning Causal Schemata escholarship.org

    CogSci'07, 2007, [[All Versions](https://scholar.google.com/scholar?

  6. Commonsense reasoning about causality: Deriving behavior from structure sciencedirect.com

    Artificial Intelligence, 1984. [All Versions].

AGI & CoCoSci › Papers > Causality: “1998. Judea Pearl's tutorials on causal reasoning with operations on Bayesian networks.”