Risk-Sensitive Safety Analysis Using Conditional Value-at-Risk

Margaret P. Chapman, Riccardo Bonalli, Kevin M. Smith, Insoon Yang, Marco Pavone, Claire J. Tomlin

Research output: Contribution to journalArticlepeer-review

24 Citations (Scopus)
Original languageEnglish
Pages (from-to)6521-6536
Number of pages16
JournalIEEE Transactions on Automatic Control
Volume67
Issue number12
DOIs
Publication statusPublished - Dec 1 2022
Externally publishedYes

ASJC Scopus Subject Areas

  • Control and Systems Engineering
  • Computer Science Applications
  • Electrical and Electronic Engineering

Keywords

  • Conditional Value-at-Risk (CVaR)
  • Markov decision processes (MDPs)
  • safety analysis
  • stochastic optimal control

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