Search-Based Repair of DNN Controllers of AI-Enabled Cyber-Physical Systems Guided by System-Level Specifications

Deyun Lyu, Zhenya Zhang, Paolo Arcaini, Fuyuki Ishikawa, Thomas Laurent, Jianjun Zhao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationGECCO 2024 - Proceedings of the 2024 Genetic and Evolutionary Computation Conference
PublisherAssociation for Computing Machinery, Inc
Pages1435-1444
Number of pages10
ISBN (Electronic)9798400704949
DOIs
StatePublished - Jul 14 2024
Externally publishedYes
Event2024 Genetic and Evolutionary Computation Conference, GECCO 2024 - Melbourne, Australia
Duration: Jul 14 2024Jul 18 2024

Publication series

NameGECCO 2024 - Proceedings of the 2024 Genetic and Evolutionary Computation Conference

Conference

Conference2024 Genetic and Evolutionary Computation Conference, GECCO 2024
Country/TerritoryAustralia
CityMelbourne
Period7/14/247/18/24

ASJC Scopus Subject Areas

  • Logic
  • Software
  • Control and Optimization
  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Computer Science Applications

Keywords

  • cyber-physical systems
  • DNN repair
  • neural network controllers

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