Backpropagation through signal temporal logic specifications: Infusing logical structure into gradient-based methods

Karen Leung, Nikos Aréchiga, Marco Pavone

Research output: Contribution to journalArticlepeer-review

15 Citations (Scopus)
Original languageEnglish
Pages (from-to)356-370
Number of pages15
JournalInternational Journal of Robotics Research
Volume42
Issue number6
DOIs
Publication statusPublished - May 2023
Externally publishedYes

ASJC Scopus Subject Areas

  • Software
  • Modelling and Simulation
  • Mechanical Engineering
  • Electrical and Electronic Engineering
  • Artificial Intelligence
  • Applied Mathematics

Keywords

  • backpropagation
  • computation graphs
  • gradient-based methods
  • Signal Temporal Logic

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