Machine Learning and Model Checking Join Forces (Dagstuhl Seminar 18121)

Authors Nils Jansen, Joost-Pieter Katoen, Pusmeet Kohli, Jan Kretinsky and all authors of the abstracts in this report



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Nils Jansen
Joost-Pieter Katoen
Pusmeet Kohli
Jan Kretinsky
and all authors of the abstracts in this report

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Nils Jansen, Joost-Pieter Katoen, Pusmeet Kohli, and Jan Kretinsky. Machine Learning and Model Checking Join Forces (Dagstuhl Seminar 18121). In Dagstuhl Reports, Volume 8, Issue 3, pp. 74-93, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2018) https://doi.org/10.4230/DagRep.8.3.74

Abstract

This report documents the program and the outcomes of Dagstuhl Seminar 18121 "Machine Learning and Model Checking Join Forces". This Dagstuhl Seminar brought together researchers working in the fields of machine learning and model checking. It helped to identify new research topics on the one hand and to help with current problems on the other hand.

Subject Classification

Keywords
  • artificial intelligence
  • cyber-physical systems
  • formal methods
  • formal verification
  • logics
  • machine learning
  • model checking
  • quantitative verification
  • safety-critical systems

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