Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks.
Gaël GendronYang ChenMitchell RogersYiping LiuMihailo AzharShahrokh HeidariDavid Arturo Soriano ValdezKobe KnowlesPadriac O'LearySimon EyreMichael WitbrockGillian DobbieJiamou LiuPatrice DelmasPublished in: CoRR (2023)
Keyphrases
- causal structure
- causal discovery
- neural network
- directed acyclic graph
- observational data
- causal models
- causal graph
- discovery process
- causal relationships
- causal ordering
- experimental data
- social networks
- directed graph
- bayesian networks
- data mining
- conditional independence
- random walk
- graph partitioning
- causal relations
- causal bayesian networks
- multilayer perceptron
- generative model
- co occurrence
- text mining
- upper bound
- search algorithm