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Bayesian strategies: probabilistic programs as generalised graphical models

We introduce Bayesian strategies, a new interpretation of probabilistic programs in game semantics. This interpretation can be seen as a refinement of Bayesian networks. Bayesian strategies are based on a new form of event structure, with two causal dependency relations respectively modelling contro...

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Detalles Bibliográficos
Autor principal: Paquet, Hugo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7984536/
http://dx.doi.org/10.1007/978-3-030-72019-3_19