Back-Propagation Through Signal Temporal Logic Specifications: Infusing Logical Structure into Gradient-Based Methods

Karen Leung, Nikos Arechiga, Marco Pavone

Research output: Chapter in Book/Report/Conference proceedingChapter

14 Citations (Scopus)
Original languageEnglish
Title of host publicationSpringer Proceedings in Advanced Robotics
PublisherSpringer Science and Business Media B.V.
Pages432-449
Number of pages18
DOIs
Publication statusPublished - 2021
Externally publishedYes

Publication series

NameSpringer Proceedings in Advanced Robotics
Volume17
ISSN (Print)2511-1256
ISSN (Electronic)2511-1264

ASJC Scopus Subject Areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering
  • Mechanical Engineering
  • Engineering (miscellaneous)
  • Artificial Intelligence
  • Computer Science Applications
  • Applied Mathematics

Keywords

  • Back-propagation
  • Computation graph
  • Logical structure
  • Robustness
  • Signal temporal logic

Fingerprint

Dive into the research topics of 'Back-Propagation Through Signal Temporal Logic Specifications: Infusing Logical Structure into Gradient-Based Methods'. Together they form a unique fingerprint.

Cite this