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Inductive Temporal Logic Programming

Name: Inductive Temporal Logic Programming
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 06987318
Price: 102.79 EUR
Availability: InStock
Author: Robert Kolter
ISBN: 9783838121499

Learning Temporal Logic Programs from Examples

Robert Kolter

Language

English

Book Paperback

Libristo code: 06987318

Publishers Sudwestdeutscher Verlag Fur Hochschulschriften AG, October 2010

We study the extension of techniques from Inductive Logic Programming (ILP) to temporal logic progra... Full description

Libristo code: 06987318

252 b

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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.