Inductive Temporal Logic Programming by Kolter Robert (2 results)

Taschenbuch. Condition: Neu. Inductive Temporal Logic Programming | Learning Temporal Logic Programs from Examples | Robert Kolter | Taschenbuch | Englisch | Südwestdeutscher Verlag für Hochschulschriften | EAN 9783838121499 | Verantwortliche Person für die EU: Südwestdt. Verl. f. Hochschulschrift., Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservice[at]vdm-vsg[dot]de | Anbieter: preigu. …

Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - We study the extension of techniques from Inductive Logic Programming (ILP) to temporal logic programming languages. Therefore we present two temporal logic programming languages and analyse the learnability of programs from these languages from finite sets of examples. In first order temporal logic the following topics are analysed: How can we characterize the denotational semantics of programs Which proof techniques are best suited How complex is the learning task In propositional temporal logic we analyse the following topics: How can we use well known techniques from model checking in order to refine programs How complex is the learning task In both cases we present estimations for the VC-dimension of selected classes of programs.…