How to do social simulation in logic: modelling the segregation game in a dynamic logic of assignments
Résumé
The aim of this paper is to show how to do social simulation in logic. In order to meet this objective we present a dynamic logic with assignments, tests, sequential and nondeterministic composition, and bounded and non-bounded iteration. We show that our logic allows to represent and reason about a paradigmatic example of social simulation: Schelling’s segregation game. We also build a bridge between social simulation and planning. In particular, we show that the problem of checking whether a given property P (such as segregation) will emerge after n simulation moves is nothing but the planning problem with horizon n, which is widely studied in AI: the problem of verifying whether there exists a plan of length at most n ensuring that a given goal will be achieved.
Domaines
Intelligence artificielle [cs.AI]Origine | Fichiers produits par l'(les) auteur(s) |
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