Bayesian programming Probabilistic / Bayesian AI
noun phrase
Definition: A formalism and methodology for specifying probabilistic models and solving problems under uncertainty by expressing knowledge, questions, and inference in Bayesian terms [Bessière et al. 2013].
Example in context: “In the graphical Bayesian programming paradigm, procedural programmes for robotic action are replaced by inference operations into a probabilistic graphical model of linked random variables…” [Pavón et al. 2023]
Related terms: probabilistic programming; Bayesian modeling; probabilistic inference; Bayesian networks