So the example is not a counterexample to causal decision theory. Nevertheless, the example shows that causal decision theory can recommend unratifiable acts (acts that once decided upon appear ...

Steffen L. Lauritzen, Thomas S. Richardson, Chain Graph Models and Their Causal Interpretations, Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 64, No. 3 (2002), pp ...

Which goes back to the major concern over the Knowledge Graph and publisher’s traffic. Above is another example, now with 6 steps, a description and a link to the publisher’s site.

Recently, Quantitative Biology published an approach entitled "Gene Regulatory Network Inference based on Causal Discovery Integrating with Graph Neural Network", that leverages graph ...