II. Fondements mathématiques de l'approche F+D
Pierre Bessìère, Éric Dedieu, Olivier Lebeltel, Emmanuel Mazeret, Kamel Mekhnacha · Intellectica Revue de l Association pour la Recherche Cognitive · 1998
Mathematical foundations of the F+D approach. This paper is a continuation of the paper entitled "Interprétation ou Description (I) : Proposition pour une théorie probabiliste des systèmes cognitifs sensori-moteurs". Its purpose is to introduce the mathematical basis of the F+D approach presented in the first paper. The two fundamental components needed in our approach are discussed. On the one hand, the formal rules to reason about uncertain and incomplete knowledge. On the other hand, the maximum entropy principle, which clarifies the link between "descriptions" and experiments and offers a clear and sound theoretical framework for learning.